Publications

Karen Smith Green (2024). In an Interdisciplinary World, Computer Science Education Must Adapt. ACM Inroads.

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Mohammad Dindoost, Oliver Alvarado Rodriguez, Sounak Bagchi, Palina Pauliuchenka, Zhihui Du, David Bader (2024). VF2-PS: Parallel and Scalable Subgraph Monomorphism in Arachne. IEEE HPEC 2024.

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Fernando Vera Buschmann, Zhihui Du, David Bader (2024). Enhanced Knowledge Graph Attention Networks for Efficient Graph Learning (Outstanding Student Paper Award). IEEE HPEC 2024.

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Garrett Gonzalez-Rivas, Zhihui Du, David Bader (2024). A Deployment Tool for Large Scale Graph Analytics Framework Arachne. IEEE HPEC 2024.

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Fernando Vera Buschmann, Palina Pauliuchenka, Ethan Oh, Bai Chien Kao, Louis DiValentin, David A. Bader (2024). Graph-Based Profiling of Dependency Vulnerability Remediation. SciSec 2024.

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Alexander M. Dalzell, B. David Clader, Grant Salton, Mario Berta, Cedrick Yen-Yu Lin, David Bader, William J. Zeng (2024). Quantum interior point method (US20240144066A1). USPTO.

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Zhihui Du, Oliver Alvarado Rodriguez, Fuhuan Li, Mohammad Dindoost, David Bader (2023). Contour Algorithm for Connectivity. HiPC 2023.

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David Bader (2023). Fast Triangle Counting (Graph Challenge Innovation Award). IEEE HPEC 2023.

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David Bader, Fuhuan Li, Anya Ganeshan, Ahmet Gundogdu, Jason Lew, Oliver Alvarado Rodriguez, Zhihui Du (2023). Triangle Counting Through Cover-Edges (Graph Challenge Student Innovation Award). IEEE HPEC 2023.

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Oliver Alvarado Rodriguez, Fernando Vera Buschmann, Zhihui Du, David Bader (2023). Property Graphs in Arachne. IEEE HPEC 2023.

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Soroush Vahidi, Baruch Schieber, Zhihui Du, David Bader (2023). Parallel Longest Common SubSequence Analysis In Chapel. IEEE HPEC 2023.

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Alexander M. Dalzell, B. David Clader, Grant Salton, Mario Berta, Cedric Yen-Yu Lin, David Bader, Nikitas Stamatopoulos, Martin J. A. Schuetz, Fernando G. S. L. Brandão, Helmut G. Katzgraber, William J. Zeng (2023). End-to-end resource analysis for quantum interior point methods and portfolio optimization. PRX Quantum.

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Zhihui Du, Sen Zhang, David Bader (2023). Tunnel: Parallel-inducing sort for large string analytics. FGCS.

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Luca Cappelletti, Tommaso Fontana, Oded Green, David Bader (2023). Parallel Triangles and Squares Count for Multigraphs Using Vertex Covers. ICCS 2023.

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Zhihui Du, Oliver Alvarado Rodriguez, Fuhuan Li, Mohammad Dindoost, David Bader (2023). Minimum-Mapping based Connected Components Algorithm. CHIUW.

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Luca Cappelletti, Tommaso Fontana, Justin Reese, David Bader (2023). Billion-scale Detection of Isomorphic Nodes. IEEE GrAPL.

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David Bader, Paul Burkhardt (2022). A Simple and Efficient Algorithm for Finding Minimum Spanning Tree Replacement Edges. JGAA.

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Alexander M. Dalzell, B. David Clader, Grant Salton, Mario Berta, Cedric Yen-Yu Lin, David Bader, Nikitas Stamatopoulos, Martin J. A. Schuetz, Fernando G. S. L. Brandão, Helmut G. Katzgraber, William J. Zeng (2022). End-to-end resource analysis for quantum interior point methods and portfolio optimization. Arxiv.

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Zhihui Du, Joseph Patchett, Oliver Alvarado Rodriguez, Fuhuan Li, David Bader (2022). High-Performance Truss Analysis in Arkouda. HiPC 2022.

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Zhihui Du, Sen Zhang, David Bader (2022). Parallel Suffix Sorting for Large String Analytics. PPAM 2022.

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Joseph Patchett, Zhihui Du, Fuhuan Li, David Bader (2022). Triangle Centrality in Arkouda. IEEE HPEC.

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Oliver Alvarado Rodriguez, Zhihui Du, Joseph Patchett, Fuhuan Li, David Bader (2022). Arachne: An Arkouda Package for Large-Scale Graph Analytics. IEEE HPEC.

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Zhihui Du, Oliver Alvarado Rodriguez, Joseph Patchett, David Bader (2022). Interactive Graph Analytics at Scale in Arkouda. Massive Graph Analytics.

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Zhihui Du, Joseph Patchett, Oliver Alvarado Rodriguez, David Bader (2022). Truss Analytics Algorithms and Integration in Arkouda. CHIUW.

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Earl Joseph, Melissa Riddle, Tom Sorensen, Steve Conway (2022). Hyperion Research: Special Study: The Economic and Societal Benefits of Linux Supercomputers.

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Alexander van der Grinten, Elisabetta Bergamini, Oded Green, David Bader, Henning Meyerhenke (2022). Scalable Katz Ranking Computation in Large Static and Dynamic Graphs. ACM JEA.

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Chen Yang, Zhihui Du, Xiaofeng Meng, Xukang Zhang, Xinli Hao, David Bader (2022). Anomaly Detection in Catalog Streams. IEEE TBDATA.

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Oded Green, Zhihui Du, Sanyamee Patel, Zehui Xie, Hang Liu, David Bader (2021). Anti-Section Transitive Closure. HiPC 2021.

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Ivan Hendy Goenawan, Zhihui Du, Chao Wu, Yankui Sun, Jianyan Wei, David Bader (2021). Dynamics signature based anomaly detection. Software: Practice and Experience.

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Zhihui Du, Oliver Alvarado Rodriguez, David Bader (2021). Large Scale String Analytics In Arkouda. IEEE HPEC.

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Zhihui Du, Oliver Alvarado Rodriguez, David Bader (2021). Enabling Exploratory Large Scale Graph Analytics through Arkouda. IEEE HPEC.

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Fuhuan Li, David Bader (2021). A GraphBLAS implementation of Triangle Centrality. IEEE HPEC.

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Joseph Patchett, Zhihui Du, David Bader (2021). K-Truss Implementation in Arkouda (Extended Abstract). IEEE HPEC.

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David Bader (2021). Linux and Supercomputing: How my passion for building COTS systems led to an HPC revolution. IEEE Annals on the History of Computing.

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Zhihui Du, Oliver Alvarado Rodriguez, Joseph Patchett, David Bader (2021). Interactive Graph Stream Analytics in Arkouda. Algorithms.

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Zhihui Du, Oliver Alvarado Rodriguez, David A. Bader, Michael Merrill, William Reus (2021). Exploratory Large Scale Graph Analytics in Arkouda. CHIUW.

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Gábor Szárnyas, David A. Bader, Timothy A. Davis, James Kitchen, Timothy G. Mattson, Scott McMillan, Erik Welch (2021). LAGraph: Linear Algebra, Network Analysis Libraries, and the Study of Graph Algorithms. GrAPL.

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Zhihui Du, Sen Zhang, David Bader, Jingkun Hu (2020). An Efficient LP Rounding Scheme for Replica Placement. HPEC.

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Austin Chase Minor, Zhihui Du, Yankui Sun, David Bader, Chao Wu, Jianyan Wei (2020). GPU Accelerated Anomaly Detection of Large Scale Light Curves. HPEC.

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Todd Hricik, David Bader, Oded Green (2020). Using RAPIDS AI to Accelerate Graph Data Science Workflows. HPEC.

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Bartley Richardson, Bradley Rees, Tom Drabas, Even Oldridge, David Bader, Rachel Allen (2020). Accelerating and Expanding End-to-End Data Science Workflows with DL/ML Interoperability Using RAPIDS. KDD.

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Prasun Gera, Hyojong Kim, Piyush Sao, Hyesoon Kim, David Bader (2020). Traversing Large Graphs on GPUs with Unified Memory. Proceedings of the VLDB Endowment, 13(7):1119-1133, 2020,.

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Oded Green, James Fox, Jeff Young, David Bader (2019). Performance Impact of Memory Channels on Sparse and Irregular Algorithms. 9th IEEE/ACM Workshop on Irregular Applications: Architectures and Algorithms, IA3@SC 2019, Denver, CO, USA, November 18, 2019.

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Lluís-Miquel Munguía, Shabbir Ahmed, David A. Bader, George L. Nemhauser, Yufen Shao, Dimitri J. Papageorgiou (2019). Tailoring parallel alternating criteria search for domain specific MIPs: Application to maritime inventory routing. Computers & Operations Research.

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Kasimir Gabert, James Fox, Oded Green, Xiaojing An, David A. Bader (2019). Skip the Intersection: Quickly Counting Common Neighbors on Shared-Memory Systems. The 23rd Annual IEEE High Performance Extreme Computing Conference (HPEC), Waltham, MA, September 24-26, 2019.

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David A. Bader, Kamesh Madduri (2019). High-Performance Phylogenetic Inference. Bioinformatics and Phylogenetics: Seminal Contributions of Bernard Moret.

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David A. Bader (2019). Editorial from the Editor-in-Chief. ACM Transactions on Parallel Computing TOPC.

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Alexander van der Grinten, Elisabetta Bergamini, Oded Green, David A. Bader, Henning Meyerhenke (2018). Scalable Katz Ranking Computation in Large Static and Dynamic Graphs. 26th Annual European Symposium on Algorithms, ESA 2018, August 20-22, 2018, Helsinki, Finland.

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Eisha Nathan, James Fairbanks, David Bader (2018). Ranking in Dynamic Graphs Using Exponential Centrality. Complex Networks & Their Applications VI.

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Eisha Nathan, Geoffrey Sanders, Van Emden Henson, David A. Bader (2018). Numerically approximating centrality for graph ranking guarantees. Journal of Computational Science.

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David A. Bader (2018). Massive-scale Streaming Analytics: Models, Parallelism, & Real-world Applications. Proceedings of the 30th on Symposium on Parallelism in Algorithms and Architectures, SPAA 2018, Vienna, Austria, July 16-18, 2018.

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Oded Green, James Fox, Alex Watkins, Alok Tripathy, Kasimir Gabert, Euna Kim, Xiaojing An, Kumar Aatish, David A. Bader (2018). Logarithmic Radix Binning and Vectorized Triangle Counting. The 22nd Annual IEEE High Performance Extreme Computing Conference, HPEC 2018, Waltham, MA, USA, September 25-27, 2018.

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Srinivas Aluru, David A. Bader, Paul Medvedev (2018). Introduction to HiCOMB 2018. 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2018, Vancouver, BC, Canada, May 21-25, 2018.

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Eisha Nathan, David A. Bader (2018). Incrementally updating Katz centrality in dynamic graphs. Social Network Analysis and Mining.

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Federico Busato, Oded Green, Nicola Bombieri, David A. Bader (2018). Hornet: An Efficient Data Structure for Dynamic Sparse Graphs and Matrices on GPUs. The 22nd Annual IEEE High Performance Extreme Computing Conference, HPEC 2018, Waltham, MA, USA, September 25-27, 2018.

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James Fox, Oded Green, Kasimir Gabert, Xiaojing An, David A. Bader (2018). Fast and Adaptive List Intersections on the GPU. 2018 IEEE High Performance Extreme Computing Conference, HPEC 2018, Waltham, MA, USA, September 25-27, 2018.

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David A. Bader, Andrea Kappes, Henning Meyerhenke, Peter Sanders, Christian Schulz, Dorothea Wagner (2018). Benchmarking for Graph Clustering and Partitioning. Encyclopedia of Social Network Analysis and Mining, 2nd Edition.

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Lluís-Miquel Munguía, Shabbir Ahmed, David A. Bader, George L. Nemhauser, Yufen Shao (2018). Alternating criteria search: a parallel large neighborhood search algorithm for mixed integer programs. Computational Optimization and Applications.

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Adam McLaughlin, David A. Bader (2018). Accelerating GPU betweenness centrality. Communications of the ACM.

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Chunxing Yin, Jason Riedy, David A. Bader (2018). A New Algorithmic Model for Graph Analysis of Streaming Data. Proceedings of the 14th International Workshop on Mining and Learning with Graphs (MLG), held in conjunction with 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD).

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Xinning Hui, Zhihui Du, Jason Liu, Hongyang Sun, Yuxiong He, David A. Bader (2017). When Good Enough Is Better: Energy-Aware Scheduling for Multicore Servers. 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2017, Orlando / Buena Vista, FL, USA, May 29 - June 2, 2017.

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Anita Zakrzewska, David A. Bader (2017). Streaming Graph Sampling with Size Restrictions. Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31 - August 03, 2017.

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James P. Fairbanks, David A. Bader, Geoffrey D. Sanders (2017). Spectral partitioning with blends of eigenvectors. Journal of Complex Networks.

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Oded Green, James Fox, Euna Kim, Federico Busato, Nicola Bombieri, Kartik Lakhotia, Shijie Zhou, Shreyas G. Singapura, Hanqing Zeng, Rajgopal Kannan, Viktor K. Prasanna, David A. Bader (2017). Quickly finding a truss in a haystack. The 21st Annual IEEE High Performance Extreme Computing Conference, HPEC 2017, Waltham, MA, USA, September 12-14, 2017.

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Alex Pothen, Srinivas Aluru, David A. Bader (2017). Proceedings of the Sixteenth IEEE International Workshop on High Performance Computational Biology (HiCOMB 2017), Orlando, FL, May 2017.

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Zhihui Du, Rong Ge, Victor W. Lee, Richard W. Vuduc, David A. Bader, Ligang He (2017). Modeling the Power Variability of Core Speed Scaling on Homogeneous Multicore Systems. Scientific Programming.

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Eisha Nathan, Anita Zakrzewska, E. Jason Riedy, David A. Bader (2017). Local Community Detection in Dynamic Graphs Using Personalized Centrality. Algorithms.

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David A. Bader (2017). Introduction to EMBRACE Workshop. 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2017, Orlando / Buena Vista, FL, USA, May 29 - June 2, 2017.

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Eisha Nathan, Geoffrey Sanders, James Fairbanks, Van Emden Henson, David A. Bader (2017). Graph Ranking Guarantees for Numerical Approximations to Katz Centrality. Procedia Computer Science.

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Zhaoming Yin, Jijun Tang, Stephen W. Schaeffer, David A. Bader (2017). Exemplar or Matching: Modeling DCJ Problems with Unequal Content Genome Data. CoRR.

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Devavret Makkar, David A. Bader, Oded Green (2017). Exact and Parallel Triangle Counting in Dynamic Graphs. 24th IEEE International Conference on High Performance Computing, HiPC 2017, Jaipur, India, December 18-21, 2017.

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David A. Bader (2017). Editor's Note. IEEE Transactions on Parallel and Distributed Systems.

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David A. Bader (2017). Editor's Note. IEEE Transactions on Parallel and Distributed Systems.

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Yang You, Haohuan Fu, David A. Bader, Guangwen Yang (2017). Designing and implementing a heuristic cross-architecture combination for graph traversal. Journal of Parallel and Distributed Computing.

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Shijie Zhou, Kartik Lakhotia, Shreyas G. Singapura, Hanqing Zeng, Rajgopal Kannan, Viktor K. Prasanna, James Fox, Euna Kim, Oded Green, David A. Bader (2017). Design and implementation of parallel PageRank on multicore platforms. The 21st Annual IEEE High Performance Extreme Computing Conference, HPEC 2017, Waltham, MA, USA, September 12-14, 2017.

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Eisha Nathan, David A. Bader (2017). Approximating Personalized Katz Centrality in Dynamic Graphs. Parallel Processing and Applied Mathematics - 12th International Conference, PPAM 2017, Lublin, Poland, September 10-13, 2017, Revised Selected Papers, Part I.

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Lluís-Miquel Munguía, Shabbir Ahmed, David A. Bader, George L. Nemhauser, Vikas Goel, Yufen Shao (2017). A parallel local search framework for the Fixed-Charge Multicommodity Network Flow problem. Computers & Optimization Research.

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Eisha Nathan, David A. Bader (2017). A Dynamic Algorithm for Updating Katz Centrality in Graphs. Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31 - August 03, 2017.

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Anita Zakrzewska, David A. Bader (2016). Tracking local communities in streaming graphs with a dynamic algorithm. Social Network Analysis and Mining.

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David A. Bader (2016). Sorting Signed Permutations by Reversal (Reversal Distance). Encyclopedia of Algorithms.

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David Bader, Aleksandra Michalewicz, Oded Green, Jessie Birkett-Rees, Jason Riedy, James Fairbanks, Anita Zakrzewska (2016). Semantic database applications at the Samtavro Cemetery, Georgia. The 44th Computer Applications and Quantitative Methods in Archaeology Conference (CAA), Oslo, Norway, March 29 – April 2, 2016.

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James P. Fairbanks, Anita Zakrzewska, David A. Bader (2016). New stopping criteria for spectral partitioning. 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016, San Francisco, CA, USA, August 18-21, 2016.

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Jeremy Kepner, Peter Aaltonen, David A. Bader, Aydin Buluç, Franz Franchetti, John R. Gilbert, Dylan Hutchison, Manoj Kumar, Andrew Lumsdaine, Henning Meyerhenke, Scott McMillan, Carl Yang, John D. Owens, Marcin Zalewski, Timothy G. Mattson, José E. Moreira (2016). Mathematical foundations of the GraphBLAS. The 20th Annual IEEE High Performance Extreme Computing Conference, HPEC 2016, Waltham, MA, USA, September 13-15, 2016.

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Daniel Dauwe, Eric Jonardi, Ryan Friese, Sudeep Pasricha, Anthony A. Maciejewski, David A. Bader, Howard Jay Siegel (2016). HPC node performance and energy modeling with the co-location of applications. Journal of Supercomputing.

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David A. Bader (2016). High Performance Algorithm Engineering for Large-Scale Problems. Encyclopedia of Algorithms - 2016 Edition.

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Srinivas Aluru, David A. Bader, Ananth Kalyanaraman, Jaroslaw Zola (2016). HiCOMB Introduction and Committees. 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2016, Chicago, IL, USA, May 23-27, 2016.

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David A. Bader (2016). GABB 2016 Keynote. 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2016, Chicago, IL, USA, May 23-27, 2016.

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Zhaoming Yin, Jijun Tang, Stephen W. Schaeffer, David A. Bader (2016). Exemplar or matching: modeling DCJ problems with unequal content genome data. Journal of Combinatorial Optimization.

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David A. Bader (2016). Evolving MPI+X Toward Exascale. IEEE Computer.

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David A. Bader (2016). Engineering Algorithms for Computational Biology. Encyclopedia of Algorithms.

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David A. Bader (2016). Editor's Note. IEEE Transactions on Parallel and Distributed Systems.

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Oded Green, David A. Bader (2016). cuSTINGER: Supporting dynamic graph algorithms for GPUs. 2016 IEEE High Performance Extreme Computing Conference, HPEC 2016, Waltham, MA, USA, September 13-15, 2016.

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Anita Zakrzewska, David A. Bader (2016). Aging data in dynamic graphs: A comparative study. 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016, San Francisco, CA, USA, August 18-21, 2016.

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Quan Yang, Zhihui Du, Zhou-Jian Cao, Jian Tao, David A. Bader (2016). A New Parallel Method for Binary Black Hole Simulations. Scientific Programming.

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Vipin Sachdeva, Srinivas Aluru, David A. Bader (2016). A Memory and Time Scalable Parallelization of the Reptile Error-Correction Code. 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2016, Chicago, IL, USA, May 23-27, 2016.

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Anita Zakrzewska, Eisha Nathan, James P. Fairbanks, David A. Bader (2016). A local measure of community change in dynamic graphs. 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016, San Francisco, CA, USA, August 18-21, 2016.

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Yunpeng Chai, Zhihui Du, Xiao Qin, David A. Bader (2015). WEC: Improving Durability of SSD Cache Drives by Caching Write-Efficient Data. IEEE Transactions on Computers.

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David A. Bader (2015). State of the Journal. IEEE Transactions on Computers.

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James P. Fairbanks, Geoffrey D. Sanders, David A. Bader (2015). Spectral Partitioning with Blends of Eigenvectors. CoRR.

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David A. Bader, Yihua Huang, Ananth Kalyanaraman (2015). ParLearning Keynotes. 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, IPDPS 2015, Hyderabad, India, May 25-29, 2015.

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Adam McLaughlin, Duane Merrill, Michael Garland, David A. Bader (2015). Parallel Methods for Verifying the Consistency of Weakly-Ordered Architectures. 2015 International Conference on Parallel Architectures and Compilation, PACT 2015, San Francisco, CA, USA, October 18-21, 2015.

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Sanguthevar Rajasekaran, Srinivas Aluru, David A. Bader (2015). HiCOMB Introduction and Committees. 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, IPDPS 2015, Hyderabad, India, May 25-29, 2015.

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Jeremy Kepner, David Bader, Aydın Buluç, John Gilbert, Timothy Mattson, Henning Meyerhenke (2015). Graphs, Matrices, and the GraphBLAS: Seven Good Reasons. Procedia Computer Science.

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Anita Zakrzewska, David A. Bader (2015). Fast Incremental Community Detection on Dynamic Graphs. Parallel Processing and Applied Mathematics - 11th International Conference, PPAM 2015, Krakow, Poland, September 6-9, 2015. Revised Selected Papers, Part I.

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Adam McLaughlin, David A. Bader (2015). Fast Execution of Simultaneous Breadth-First Searches on Sparse Graphs. 21st IEEE International Conference on Parallel and Distributed Systems, ICPADS 2015, Melbourne, Australia, December 14-17, 2015.

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David A. Bader (2015). Editor's Note. IEEE Transactions on Parallel and Distributed Systems.

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James P. Fairbanks, Ramakrishnan Kannan, Haesun Park, David A. Bader (2015). Behavioral clusters in dynamic graphs. Parallel Computing.

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Daniel Dauwe, Eric Jonardi, Ryan Friese, Sudeep Pasricha, Anthony A. Maciejewski, David A. Bader, Howard Jay Siegel (2015). A Methodology for Co-Location Aware Application Performance Modeling in Multicore Computing. 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, IPDPS 2015, Hyderabad, India, May 25-29, 2015.

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Adam McLaughlin, E. Jason Riedy, David A. Bader (2015). A fast, energy-efficient abstraction for simultaneous breadth-first searches. The 19th Annual IEEE High Performance Extreme Computing Conference, HPEC 2015, Waltham, MA, USA, September 15-17, 2015.

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Anita Zakrzewska, David A. Bader (2015). A Dynamic Algorithm for Local Community Detection in Graphs. Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France, August 25 - 28, 2015.

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Jason Riedy, David Bader (2014). Graph Analysis Trends and Opportunities. CMG 40th Performance and Capacity.

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David A. Bader (2014). State of the Journal. IEEE Transactions on Parallel and Distributed Systems.

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Tim Mattson, David A. Bader, Jonathan W. Berry, Aydin Buluç, Jack J. Dongarra, Christos Faloutsos, John Feo, John R. Gilbert, Joseph Gonzalez, Bruce Hendrickson, Jeremy Kepner, Charles E. Leiserson, Andrew Lumsdaine, David A. Padua, Stephen W. Poole, Steven P. Reinhardt, Mike Stonebraker, Steve Wallach, Andrew Yoo (2014). Standards for Graph Algorithm Primitives. CoRR.

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Adam McLaughlin, David A. Bader (2014). Scalable and High Performance Betweenness Centrality on the GPU (Best Student Paper Finalist). International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2014, New Orleans, LA, USA, November 16-21, 2014.

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Adam McLaughlin, David A. Bader (2014). Revisiting Edge and Node Parallelism for Dynamic GPU Graph Analytics. 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, Phoenix, AZ, USA, May 19-23, 2014.

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Adam McLaughlin, E. Jason Riedy, David A. Bader (2014). Optimizing energy consumption and parallel performance for static and dynamic betweenness centrality using GPUs. IEEE High Performance Extreme Computing Conference, HPEC 2014, Waltham, MA, USA, September 9-11, 2014.

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Oded Green, Lluís-Miquel Munguía, David A. Bader (2014). Load balanced clustering coefficients. Proceedings of the first workshop on Parallel programming for analytics applications, PPAA 2014, Orlando, Florida, USA, February 16, 2014.

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David A. Bader, Petra Mutzel (2014). Introduction to Special Issue ALENEX'12. ACM Journal of Experimental Algorithmics.

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Alba Cristina Magalhaes, Alves de Melo, Srinivas Aluru, David A. Bader (2014). HiCOMB Introduction and Committees. 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, Phoenix, AZ, USA, May 19-23, 2014.

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Tim Mattson, David A. Bader, Aydin Buluç, John R. Gilbert, Joseph Gonzalez, Jeremy Kepner (2014). GABB Introduction. 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, Phoenix, AZ, USA, May 19-23, 2014.

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Yang You, David A. Bader, Maryam Mehri Dehnavi (2014). Designing a Heuristic Cross-Architecture Combination for Breadth-First Search. 43rd International Conference on Parallel Processing, ICPP 2014, Minneapolis, MN, USA, September 9-12, 2014.

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David A. Bader, Henning Meyerhenke, Peter Sanders, Christian Schulz, Andrea Kappes, Dorothea Wagner (2014). Benchmarking for Graph Clustering and Partitioning. Encyclopedia of Social Network Analysis and Mining.

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Robert Campbell McColl, David Ediger, Jason Poovey, Dan Campbell, David A. Bader (2014). A performance evaluation of open source graph databases. Proceedings of the first workshop on Parallel programming for analytics applications, PPAA 2014, Orlando, Florida, USA, February 16, 2014.

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Zhaoming Yin, Jijun Tang, Stephen W. Schaeffer, David A. Bader (2014). A Lin-Kernighan Heuristic for the DCJ Median Problem of Genomes with Unequal Contents. Computing and Combinatorics - 20th International Conference, COCOON 2014, Atlanta, GA, USA, August 4-6, 2014. Proceedings.

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Shel Swenson, Yogesh Simmhan, Viktor K. Prasanna, Manish Parashar, E. Jason Riedy, David A. Bader, Richard W. Vuduc (2013). Sustainable Software Development for Next-Gen Sequencing (NGS) Bioinformatics on Emerging Platforms. CoRR.

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Zhaoming Yin, Jijun Tang, Stephen W. Schaeffer, David A. Bader (2013). Streaming Breakpoint Graph Analytics for Accelerating and Parallelizing the Computation of DCJ Median of Three Genomes. Procedia Computer Science.

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Tim Mattson, David A. Bader, Jonathan W. Berry, Aydin Buluç, Jack J. Dongarra, Christos Faloutsos, John Feo, John R. Gilbert, Joseph Gonzalez, Bruce Hendrickson, Jeremy Kepner, Charles E. Leiserson, Andrew Lumsdaine, David A. Padua, Stephen Poole, Steven P. Reinhardt, Mike Stonebraker, Steve Wallach, Andrew Yoo (2013). Standards for graph algorithm primitives. IEEE High Performance Extreme Computing Conference, HPEC 2013, Waltham, MA, USA, September 10-12, 2013.

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Xing Liu, Pushkar R. Pande, Henning Meyerhenke, David A. Bader (2013). PASQUAL: Parallel Techniques for Next Generation Genome Sequence Assembly. IEEE Transactions on Parallel & Distributed Systems.

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E. Jason Riedy, Henning Meyerhenke, David Ediger, David A. Bader (2013). Parallel Community Detection for Massive Graphs. Graph Partitioning and Graph Clustering.

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E. Jason Riedy, Henning Meyerhenke, David Ediger, David A. Bader (2013). Parallel community detection for massive graphs. Graph Partitioning and Graph Clustering, 10th DIMACS Implementation Challenge Workshop, Georgia Institute of Technology, Atlanta, GA, USA, February 13-14, 2012. Proceedings.

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E. Jason Riedy, David A. Bader (2013). Multithreaded Community Monitoring for Massive Streaming Graph Data. 2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum, Cambridge, MA, USA, May 20-24, 2013.

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Anita Zakrzewska, David A. Bader (2013). Measuring the Sensitivity of Graph Metrics to Missing Data. Parallel Processing and Applied Mathematics - 10th International Conference, PPAM 2013, Warsaw, Poland, September 8-11, 2013, Revised Selected Papers, Part I.

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E. Jason Riedy, David A. Bader (2013). Massive streaming data analytics: a graph-based approach. ACM Crossroads.

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David Ediger, David A. Bader (2013). Investigating Graph Algorithms in the BSP Model on the Cray XMT. 2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum, Cambridge, MA, USA, May 20-24, 2013.

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Jaroslaw Zola, David A. Bader, Srinivas Aluru (2013). HiCOMB Introduction. 2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum, Cambridge, MA, USA, May 20-24, 2013.

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David Ediger, Karl Jiang, E. Jason Riedy, David A. Bader (2013). GraphCT: Multithreaded Algorithms for Massive Graph Analysis. IEEE Transactions on Parallel & Distributed Systems.

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David A. Bader, Henning Meyerhenke, Peter Sanders, Dorothea Wagner (2013). Graph Partitioning and Graph Clustering.

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Oded Green, David A. Bader (2013). Faster Clustering Coefficient Using Vertex Covers. International Conference on Social Computing, SocialCom, Washington, DC, USA, 8-14 September, 2013.

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Oded Green, David A. Bader (2013). Faster Betweenness Centrality Based on Data Structure Experimentation. Procedia Computer Science.

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Seunghwa Kang, Nitin Arora, Aashay Shringarpure, Richard W. Vuduc, David A. Bader (2013). Evaluating Multicore Processors and Accelerators for Dense Numerical Computations. Multicore Computing: Algorithms, Architectures, and Applications.

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Zhihui Du, Hongyang Sun, Yuxiong He, Yu He, David A. Bader, Huazhe Zhang (2013). Energy-Efficient Scheduling for Best-Effort Interactive Services to Achieve High Response Quality. 27th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2013, Cambridge, MA, USA, May 20-24, 2013.

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Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen (2013). Detecting insider threats in a real corporate database of computer usage activity. The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013.

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David Ediger, David A. Bader (2013). Designing Hybrid Architectures for Massive-Scale Graph Analysis. 2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum, Cambridge, MA, USA, May 20-24, 2013.

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James P. Fairbanks, David Ediger, Robert McColl, David A. Bader, Eric Gilbert (2013). A statistical framework for streaming graph analysis. Advances in Social Networks Analysis and Mining 2013, ASONAM ‘13, Niagara, ON, Canada - August 25 - 29, 2013.

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Robert McColl, Oded Green, David A. Bader (2013). A new parallel algorithm for connected components in dynamic graphs. 20th Annual International Conference on High Performance Computing, HiPC 2013, Bengaluru (Bangalore), Karnataka, India, December 18-21, 2013.

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Robert McColl, David Ediger, Jason Poovey, Dan Campbell, David A. Bader (2013). A Brief Study of Open Source Graph Databases. CoRR.

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Lluís-Miquel Munguía, David A. Bader, Eduard Ayguadé (2012). Task-based parallel breadth-first search in heterogeneous environments. 19th International Conference on High Performance Computing, HiPC 2012, Pune, India, December 18-22, 2012.

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David Ediger, Robert McColl, E. Jason Riedy, David A. Bader (2012). STINGER: High performance data structure for streaming graphs (Best Paper Award). IEEE Conference on High Performance Extreme Computing, HPEC 2012, Waltham, MA, USA, September 10-12, 2012.

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E. Jason Riedy, David A. Bader, Henning Meyerhenke (2012). Scalable Multi-threaded Community Detection in Social Networks. 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, IPDPS 2012, Shanghai, China, May 21-25, 2012.

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David A. Bader, Petra Mutzel (2012). Proceedings of the 14th Meeting on Algorithm Engineering & Experiments, ALENEX 2012, The Westin Miyako, Kyoto, Japan, January 16, 2012.

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Mark J. Clement, Quinn Snell, Srinivas Aluru, David A. Bader (2012). HiCOMB Introduction. 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, IPDPS 2012, Shanghai, China, May 21-25, 2012.

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David A. Bader (2012). HCW 2012 Keynote Talk: Analyzing massive data using heterogeneous computing. 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, IPDPS 2012, Shanghai, China, May 21-25, 2012.

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M. Shel Swenson, Joshua Anderson, Andrew Ash, Prashant Gaurav, Zsuzsanna Sükösd, David A. Bader, Stephen C. Harvey, Christine E. Heitsch (2012). GTfold: Enabling parallel RNA secondary structure prediction on multi-core desktops. BMC Research Notes.

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Oded Green, Robert McColl, David A. Bader (2012). GPU Merge Path: A GPU Merging Algorithm. Proceedings of the 26th ACM International Conference on Supercomputing.

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Jussara Marandola, Stéphane Louise, Loïc Cudennec, Jean-Thomas Acquaviva, David A. Bader (2012). Enhancing Cache Coherent Architectures with access patterns for embedded manycore systems. 2012 International Symposium on System on Chip, ISSoC 2012, Tampere, Finland, October 10-12, 2012.

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Yunpeng Chai, Zhihui Du, David A. Bader, Xiao Qin (2012). Efficient Data Migration to Conserve Energy in Streaming Media Storage Systems. IEEE Transactions on Parallel & Distributed Systems.

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David A. Bader, Kamesh Madduri (2012). Computational Challenges in Emerging Combinatorial Scientific Computing Applications. Combinatorial Scientific Computing.

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E. Jason Riedy, Henning Meyerhenke, David A. Bader, David Ediger, Timothy G. Mattson (2012). Analysis of streaming social networks and graphs on multicore architectures. 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012.

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David A. Bader, Philippas Tsigas (2012). ACM journal on experimental algorithmics special issue on multicore algorithms. ACM Journal of Experimental Algorithmics.

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Oded Green, Robert McColl, David A. Bader (2012). A Fast Algorithm for Streaming Betweenness Centrality. 2012 International Conference on Privacy, Security, Risk and Trust, PASSAT 2012, and 2012 International Confernece on Social Computing, SocialCom 2012, Amsterdam, Netherlands, September 3-5, 2012.

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Seunghwa Kang, Jijun Tang, Stephen W. Schaeffer, David A. Bader (2011). Rec-DCM-Eigen: Reconstructing a Less Parsimonious but More Accurate Tree in Shorter Time. PLOS ONE.

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David Ediger, E. Jason Riedy, David A. Bader, Henning Meyerhenke (2011). Tracking Structure of Streaming Social Networks. 25th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2011, Anchorage, Alaska, USA, 16-20 May 2011 - Workshop Proceedings.

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David A. Bader, Guojing Cong (2011). SWARM: A Parallel Programming Framework for Multicore Processors. Encyclopedia of Parallel Computing.

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David A. Bader, Guojing Cong (2011). Spanning Tree, Minimum Weight. Encyclopedia of Parallel Computing.

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D. Mizell, D. A. Bader, E. L. Goodman, D. J. Haglin (2011). Semantic Databases and Supercomputers. 2011 Semantic Technology Conference (SemTech), San Francisco, CA, June 5-9, 2011.

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E. Jason Riedy, Henning Meyerhenke, David Ediger, David A. Bader (2011). Parallel Community Detection for Massive Graphs. Parallel Processing and Applied Mathematics - 9th International Conference, PPAM 2011, Torun, Poland, September 11-14, 2011. Revised Selected Papers, Part I.

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Mingyu Chen, David A. Bader (2011). On the random access performance of Cell Broadband Engine with graph analysis application. CoRR.

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David A. Bader, Christine Heitsch, Kamesh Madduri (2011). Large-Scale Network Analysis. Graph Algorithms in the Language of Linear Algebra.

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Guojing Cong, David A. Bader (2011). Hybrid Programming With SIMPLE. Encyclopedia of Parallel Computing.

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Ananth Kalyanaraman, Srinivas Aluru, David A. Bader (2011). HiCOMB Introduction. 25th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2011, Anchorage, Alaska, USA, 16-20 May 2011 - Workshop Proceedings.

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David A. Bader, David R. Kaeli, Volodymyr V. Kindratenko (2011). Guest Editor's Introduction: Special Issue on High-Performance Computing with Accelerators. IEEE Transactions on Parallel and Distributed Systems.

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David A. Bader, Guojing Cong (2011). Graph Algorithms. Encyclopedia of Parallel Computing.

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Yin Ye, Zhihui Du, David A. Bader (2011). GPUMemSort: A High Performance Graphic Co-processors Sorting Algorithm for Large Scale In-Memory Data. GSTF International Journal on Computing.

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Jeremy Kepner, David A. Bader, Robert Bond, Nadya Bliss, Christos Faloutsos, Bruce Hendrickson, John Gilbert, Eric Robinson (2011). Fundamental Questions in the Analysis of Large Graphs. Graph Algorithms in the Language of Linear Algebra.

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Seunghwa Kang, David Ediger, David A. Bader (2011). Algorithm Engineering Challenges in Multicore and Manycore Systems. it - Information Technology.

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Wenjie Liu, Zhihui Du, Yu Xiao, David A. Bader, Chen Xu (2011). A Waterfall Model to Achieve Energy Efficient Tasks Mapping for Large Scale GPU Clusters. 25th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2011, Anchorage, Alaska, USA, 16-20 May 2011 - Workshop Proceedings.

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David A. Bader, Joe McCloskey (2010). Modularity and Graph Algorithms. SIAM AN10 Minisymposium on Analyzing Massive Real-World Graphs.

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Virat Agarwal, Lin Duan, Lurng-Kuo Liu, Michael Perrone, Fabrizio Petrini, Davide Pasetto, David A. Bader (2010). The Case of the Fast Financial Feed. Attaining High Performance Communications: A Vertical Approach.

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Jakub Kurzak, David A. Bader, Jack Dongarra (2010). Scientific Computing with Multi-core and Accelerators.

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Virat Agarwal, Fabrizio Petrini, Davide Pasetto, David A. Bader (2010). Scalable Graph Exploration on Multicore Processors. Conference on High Performance Computing Networking, Storage and Analysis, SC 2010, New Orleans, LA, USA, November 13-19, 2010.

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Zhuhui Du, Zhaoming Yin, Wenjie Liu, David Bader (2010). On accelerating iterative algorithms with CUDA: A case study on Conditional Random Fields training algorithm for biological sequence alignment. 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW).

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David A. Bader (2010). Message from general chair. 24th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Conference Proceedings.

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David Ediger, Karl Jiang, E. Jason Riedy, David A. Bader (2010). Massive streaming data analytics: A case study with clustering coefficients. 24th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings.

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David Ediger, Karl Jiang, E. Jason Riedy, David A. Bader, Courtney Corley, Robert M. Farber, William N. Reynolds (2010). Massive Social Network Analysis: Mining Twitter for Social Good. 39th International Conference on Parallel Processing, ICPP 2010, San Diego, California, USA, 13-16 September 2010.

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Seunghwa Kang, David A. Bader (2010). Large scale complex network analysis using the hybrid combination of a MapReduce cluster and a highly multithreaded system. 24th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings.

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George Karypis, Srinivas Aluru, David A. Bader (2010). HiCOMB 2010: Message from the workshop chairs. 24th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings.

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Yin Ye, Zhihui Du, David Bader (2010). GPUMemSort: A High Performance Graphic Co-processors Sorting Algorithm for Large Scale In-Memory Data. Annual International Conference on Advances in Distributed and Parallel Computing (ADPC 2010), Singapore, November 1-2, 2010.

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Vipin Sachdeva, Michael Kistler, David A. Bader (2010). Evaluating Cell/B.E software cache for ClustalW. International Symposium on Circuits and Systems (ISCAS 2010), May 30 - June 2, 2010, Paris, France.

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Virat Agarwal, David A. Bader (2010). Designing Fast Fourier Transform for the IBM Cell Broadband Engine. Scientific Computing with Multicore and Accelerators.

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David A. Bader, Virat Agarwal, Kamesh Madduri, Fabrizio Petrini (2010). Combinatorial Algorithm Design on the Cell/B.E. Processor. Scientific Computing with Multicore and Accelerators.

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David Bader (2010). Analyzing Massive Social Networks Using Multicore and Multithreaded Architectures. Facing the Multicore-Challenge: Aspects of New Paradigms and Technologies in Parallel Computing, Lecture Notes in Computer Science.

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Seunghwa Kang, David A. Bader, Richard W. Vuduc (2009). Understanding the design trade-offs among current multicore systems for numerical computations. 23rd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2009, Rome, Italy, May 23-29, 2009.

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Rick Quax, David A. Bader, Peter M. A. Sloot (2009). Simulating Individual-Based Models of Epidemics in Hierarchical Networks. Computational Science - ICCS 2009, 9th International Conference, Baton Rouge, LA, USA, May 25-27, 2009, Proceedings, Part I.

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Michela Taufer, David A. Bader, Srinivas Aluru (2009). Proceedings of the Eighth IEEE International Workshop on High Performance Computational Biology (HiCOMB 2009), Rome, Italy, May 2009.

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Amrita Mathuriya, David A. Bader, Christine E. Heitsch, Stephen C. Harvey (2009). GTfold: a scalable multicore code for RNA secondary structure prediction. Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), Honolulu, Hawaii, USA, March 9-12, 2009.

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Karl Jiang, David Ediger, David A. Bader (2009). Generalizing k-Betweenness Centrality Using Short Paths and a Parallel Multithreaded Implementation. ICPP 2009, International Conference on Parallel Processing, Vienna, Austria, 22-25 September 2009.

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Virat Agarwal, David A. Bader, Lin Dan, Lurng-Kuo Liu, Davide Pasetto, Michael Perrone, Fabrizio Petrini (2009). Faster FAST: Multicore Acceleration of Streaming Financial Data (Best Paper Award). 24th International Supercomputing Conference (ISC), Hamburg, Germany, June 23-26, 2009.

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Virat Agarwal, David A. Bader, Lin Dan, Lurng-Kuo Liu, Davide Pasetto, Michael Perrone, Fabrizio Petrini (2009). Faster FAST: multicore acceleration of streaming financial data. Computer Science - Research and Development.

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David A. Bader, Virat Agarwal, Seunghwa Kang (2009). Computing discrete transforms on the Cell Broadband Engine. Parallel Computing.

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Kamesh Madduri, David A. Bader (2009). Compact graph representations and parallel connectivity algorithms for massive dynamic network analysis. 23rd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2009, Rome, Italy, May 23-29, 2009.

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Seunghwa Kang, David A. Bader (2009). An efficient transactional memory algorithm for computing minimum spanning forest of sparse graphs. Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP 2009, Raleigh, NC, USA, February 14-18, 2009.

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Song Hao, Zhihui Du, David A. Bader, Yin Ye (2009). A Partition-Merge Based Cache-Conscious Parallel Sorting Algorithm for CMP with Shared Cache. ICPP 2009, International Conference on Parallel Processing, Vienna, Austria, 22-25 September 2009.

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Kamesh Madduri, David Ediger, Karl Jiang, David A. Bader, Daniel G. Chavarría-Miranda (2009). A faster parallel algorithm and efficient multithreaded implementations for evaluating betweenness centrality on massive datasets. 23rd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2009, Rome, Italy, May 23-29, 2009.

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David A. Bader (2008). Sorting Signed Permutations by Reversal (Reversal Distance). Encyclopedia of Algorithms - 2008 Edition.

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David A. Bader, Kamesh Madduri (2008). SNAP, Small-world Network Analysis and Partitioning: An open-source parallel graph framework for the exploration of large-scale networks. 22nd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2008, Miami, Florida USA, April 14-18, 2008.

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Bertil Schmidt, David A. Bader, Srinivas Aluru (2008). Proceedings of the Seventh IEEE International Workshop on High Performance Computational Biology (HiCOMB 2008), Miami, FL, April 2008.

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David A. Bader (2008). Petascale Computing for Large-Scale Graph Problems. International Conference on Parallel Processing and Applied Mathematics.

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Seunghwa Kang, David A. Bader (2008). Optimizing JPEG2000 Still Image Encoding on the Cell Broadband Engine. 2008 International Conference on Parallel Processing, ICPP 2008, September 8-12, 2008, Portland, Oregon, USA.

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David A. Bader, Aparna Chandramowlishwaran, Virat Agarwal (2008). On the Design of Fast Pseudo-Random Number Generators for the Cell Broadband Engine and an Application to Risk Analysis. 2008 International Conference on Parallel Processing, ICPP 2008, September 8-12, 2008, Portland, Oregon, USA.

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David A. Bader, Sulabh Patel (2008). High performance MPEG-2 software decoder on the Cell Broadband Engine. 22nd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2008, Miami, Florida USA, April 14-18, 2008.

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David A. Bader (2008). High Performance Algorithm Engineering for Large-scale Problems. Encyclopedia of Algorithms - 2008 Edition.

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David A. Bader, Srinivas Aluru (2008). Guest editorial: High-performance computational biology. Parallel Computing.

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Virat Agarwal, Lurng-Kuo Liu, David A. Bader (2008). Financial modeling on the Cell Broadband Engine. 22nd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2008, Miami, Florida USA, April 14-18, 2008.

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David A. Bader (2008). Engineering Algorithms for Computational Biology. Encyclopedia of Algorithms - 2008 Edition.

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David A. Bader, Viktor K. Prasanna (2008). DOSA: design optimizer for scientific applications. 22nd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2008, Miami, Florida USA, April 14-18, 2008.

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Song Hao, Zhihui Du, David A. Bader, Man Wang (2008). A Prediction Based CMP Cache Migration Policy. 10th IEEE International Conference on High Performance Computing and Communications, HPCC 2008, 25-27 Sept. 2008, Dalian, China.

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David A. Bader, Kamesh Madduri (2008). A graph-theoretic analysis of the human protein-interaction network using multicore parallel algorithms. Parallel Computing.

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C. A. Stewart, M. Lingwall, D. Bader (2007). Lecture on Progress toward Petascale Applications in Bioinformatics and Computational Biology. 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

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Guojing Cong, David A. Bader (2007). Techniques for Designing Efficient Parallel Graph Algorithms for SMPs and Multicore Processors. Parallel and Distributed Processing and Applications, 5th International Symposium, ISPA 2007, Niagara Falls, Canada, August 29-31, 2007, Proceedings.

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Srinivas Aluru, David A. Bader, Anantharaman Kalyanaraman (2007). Symposium Evening Tutorial: High-performance Computing Methods for Computational Genomics. 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA.

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David A. Bader, Varun Kanade, Kamesh Madduri (2007). SWARM: A Parallel Programming Framework for Multicore Processors. 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA.

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Ananth Grama, Shankar Subramaniam, David A. Bader, Srinivas Aluru (2007). Proceedings of the Sixth IEEE International Workshop on High Performance Computational Biology (HiCOMB 2007), Long Beach, CA, April 2007.

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David A. Bader (2007). Petascale Computing: Algorithms and Applications.

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David A. Bader (2007). Petascale Computing for Large-Scale Graph Problems (Abstract). 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA.

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David A. Bader (2007). Petascale Computing for Large-Scale Graph Problems. Parallel Processing and Applied Mathematics, 7th International Conference, PPAM 2007, Gdansk, Poland, September 9-12, 2007, Revised Selected Papers.

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Diana H. P. Low, Bharadwaj Veeravalli, David A. Bader (2007). On the design of high-performance algorithms for aligning multiple protein sequences on mesh-based multiprocessor architectures. Journal of Parallel and Distributed Computing.

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David A. Bader, Virat Agarwal, Kamesh Madduri (2007). On the Design and Analysis of Irregular Algorithms on the Cell Processor: A Case Study of List Ranking. 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA.

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Kamesh Madduri, David A. Bader, Jonathan W. Berry, Joseph R. Crobak (2007). Multithreaded Algorithms for Processing Massive Graphs. Petascale Computing: Algorithms and Applications.

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David A. Bader, K. Madduri (2007). High-Performance Combinatorial Techniques for Analyzing Massive Dynamic Interaction Networks. DIMACS Workshop on Computational Methods for Dynamic Interaction Networks, DIMACS Center, Rutgers University, Piscataway, NJ, September 24-25, 2007.

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David A. Bader, Virat Agarwal, Kamesh Madduri, Seunghwa Kang (2007). High performance combinatorial algorithm design on the Cell Broadband Engine processor. Parallel Computing.

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David A. Bader, Virat Agarwal (2007). FFTC: Fastest Fourier Transform for the IBM Cell Broadband Engine. High Performance Computing - HiPC 2007, 14th International Conference, Goa, India, December 18-21, 2007, Proceedings.

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David A. Bader, Guojing Cong (2007). Efficient Parallel Graph Algorithms for Shared-memory Multiprocessors. Handbook of Parallel Computing: Models, Algorithms, and Applications.

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Sagar Dhakal, Majeed M. Hayat, Jorge E. Pezoa, Cundong Yang, David A. Bader (2007). Dynamic Load Balancing in Distributed Systems in the Presence of Delays: A Regeneration-Theory Approach. IEEE Transactions on Parallel & Distributed Systems.

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David A. Bader, Viktor K. Prasanna (2007). DOSA: Design Optimizer for Scientific Applications. 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA.

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David A. Bader, Kamesh Madduri, Guojing Cong, John Feo (2007). Design of Multithreaded Algorithms for Combinatorial Problems. Handbook of Parallel Computing: Models, Algorithms, and Applications.

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David A. Bader, Shiva Kintali, Kamesh Madduri, Milena Mihail (2007). Approximating Betweenness Centrality. Algorithms and Models for the Web-Graph, 5th International Workshop, WAW 2007, San Diego, CA, USA, December 11-12, 2007, Proceedings.

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Kamesh Madduri, David A. Bader, Jonathan W. Berry, Joseph R. Crobak (2007). An Experimental Study of A Parallel Shortest Path Algorithm for Solving Large-Scale Graph Instances. Proceedings of the Nine Workshop on Algorithm Engineering and Experiments, ALENEX 2007, New Orleans, Louisiana, USA, January 6, 2007.

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Joseph R. Crobak, Jonathan W. Berry, Kamesh Madduri, David A. Bader (2007). Advanced Shortest Paths Algorithms on a Massively-Multithreaded Architecture. 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA.

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David A. Bader, Kamesh Madduri (2007). A Graph-Theoretic Analysis of the Human Protein-Interaction Network Using Multicore Parallel Algorithms. 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA.

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Chau-Wen Tseng, David A. Bader, Srinivas Aluru (2006). Proceedings of the Fifth IEEE International Workshop on High Performance Computational Biology (HiCOMB 2006), Rhodes Island, Greece, April 2006.

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Matthew J. Sottile, Vaddadi P. Chandu, David A. Bader (2006). Performance analysis of parallel programs via message-passing graph traversal. 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), Proceedings, 25-29 April 2006, Rhodes Island, Greece.

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Kamesh Madduri, David A. Bader, Jonathan W. Berry, Joseph R. Crobak (2006). Parallel Shortest Path Algorithms for Solving Large-Scale Instances. The Shortest Path Problem: Ninth DIMACS Implementation Challenge.

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David A. Bader, Kamesh Madduri (2006). Parallel Algorithms for Evaluating Centrality Indices in Real-world Networks. 2006 International Conference on Parallel Processing (ICPP 2006), 14-18 August 2006, Columbus, Ohio, USA.

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Srinivas Aluru, David A. Bader, Anantharaman Kalyanaraman (2006). High-performance computing methods for computational genomics. Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, November 11-17, 2006, Tampa, FL, USA.

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David A. Bader, Guojing Cong (2006). Fast shared-memory algorithms for computing the minimum spanning forest of sparse graphs. Journal of Parallel and Distributed Computing.

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David A. Bader, Vaddadi P. Chandu, Mi Yan (2006). ExactMP: An Efficient Parallel Exact Solver for Phylogenetic Tree Reconstruction Using Maximum Parsimony. 2006 International Conference on Parallel Processing (ICPP 2006), 14-18 August 2006, Columbus, Ohio, USA.

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David A. Bader, V. Agarwal, K. Madduri (2006). Efficient Implementation of Irregular Algorithms on Cell Multi-core Architecture. Poster Session. Supercomputing ’06 Workshop: General- Purpose GPU Computing: Practice And Experience, Tampa, FL, November 13, 2006.

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Srinivas Aluru, Nancy M. Amato, David A. Bader (2006). Editorial: Special Section on High-Performance Computational Biology. IEEE Transactions on Parallel and Distributed Systems.

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D. A. Bader, K. Madduri, J. R. Gilbert, V. Shah, J. Kepner, T. Meuse, A. Krishnamurthy (2006). Designing Scalable Synthetic Compact Applications for Benchmarking High Productivity Computing Systems. CTWatch Quarterly.

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David A. Bader, Kamesh Madduri (2006). Designing Multithreaded Algorithms for Breadth-First Search and st-connectivity on the Cray MTA-2. 2006 International Conference on Parallel Processing (ICPP 2006), 14-18 August 2006, Columbus, Ohio, USA.

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Guojing Cong, David A. Bader (2006). Designing irregular parallel algorithms with mutual exclusion and lock-free protocols. Journal of Parallel and Distributed Computing.

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David A. Bader, Usman Roshan, Alexandros Stamatakis (2006). Computational Grand Challenges in Assembling the Tree of Life: Problems and Solutions. Advances in Computers.

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Nancy Amato, David A. Bader, Srinivas Aluru (2005). Proceedings of the Fourth IEEE International Workshop on High Performance Computational Biology (HiCOMB 2005), Denver, CO, April 2005.

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David A. Bader, William E. Hart, Cynthia A. Phillips (2005). Parallel Algorithm Design for Branch and Bound. Tutorials on Emerging Methodologies and Applications in Operations Research: Presented at Informs 2004, Denver, CO.

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David A. Bader, Guojing Cong, John Feo (2005). On the Architectural Requirements for Efficient Execution of Graph Algorithms. 34th International Conference on Parallel Processing (ICPP 2005), 14-17 June 2005, Oslo, Norway.

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David A. Bader, Vipin Sachdeva (2005). Incorporating life sciences applications in the architectural optimizations of next-generation petaflop-system. Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, CSB 2005 Workshops, Stanford, CA, USA, August 8-11, 2005.

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Tiffani L. Williams, David A. Bader, Bernard M. E. Moret, Mi Yan (2005). High-Performance Phylogeny Reconstruction Under Maximum Parsimony. Parallel Computing for Bioinformatics and Computational Biology.

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David A. Bader, Mi Yan (2005). High-Performance Algorithms for Phylogeny Reconstruction with Maximum Parsimony. Handbook of Computational Molecular Biology.

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David A. Bader (2005). High-Performance Algorithm Engineering for Large-Scale Graph Problems and Computational Biology. Experimental and Efficient Algorithms, 4th InternationalWorkshop, WEA 2005, Santorini Island, Greece, May 10-13, 2005, Proceedings.

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David A. Bader, Manish Parashar, Sridhar Varadarajan, Viktor K. Prasanna (2005). High Performance Computing - HiPC 2005, 12th International Conference, Goa, India, December 18-21, 2005, Proceedings.

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David A. Bader, Kamesh Madduri (2005). Design and Implementation of the HPCS Graph Analysis Benchmark on Symmetric Multiprocessors (HiPC Most Impactful Papers Award). High Performance Computing - HiPC 2005, 12th International Conference, Goa, India, December 18-21, 2005, Proceedings.

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David A. Bader, V. Sachdeva, A. Trehan, V. Agarwal, G. Gupta, A. N. Singh (2005). BioSPLASH: A sample workload from bioinformatics and computational biology for optimizing next-generation high-performance computer systems. Poster Session. 13th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB 2005), Detroit, MI, June 25-29, 2005.

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David A. Bader, Yue Li, Tao Li, Vipin Sachdeva (2005). BioPerf: a benchmark suite to evaluate high-performance computer architecture on bioinformatics applications. Proceedings of the 2005 IEEE International Symposium on Workload Characterization.

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Guojing Cong, David A. Bader (2005). An Experimental Study of Parallel Biconnected Components Algorithms on Symmetric Multiprocessors (SMPs). 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 4-8 April 2005, Denver, CO, USA.

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Guojing Cong, David A. Bader (2005). An Empirical Analysis of Parallel Random Permutation Algorithms on SMPs. Proceedings of the ISCA 18th International Conference on Parallel and Distributed Computing Systems, September 12-14, 2005 Imperial Palace Hotel, Las Vegas, Nevada, USA.

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David A. Bader, Guojing Cong (2005). A fast, parallel spanning tree algorithm for symmetric multiprocessors (SMPs). Journal of Parallel and Distributed Computing.

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David A. Bader, Vipin Sachdeva (2005). A Cache-Aware Parallel Implementation of the Push-Relabel Network Flow Algorithm and Experimental Evaluation of the Gap Relabeling Heuristic. Proceedings of the ISCA 18th International Conference on Parallel and Distributed Computing Systems, September 12-14, 2005 Imperial Palace Hotel, Las Vegas, Nevada, USA.

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David A. Bader, Ashfaq A. Khokhar (2004). Proceedings of the ISCA 17th International Conference on Parallel and Distributed Computing Systems.

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Guojing Cong, David A. Bader (2004). The Euler Tour Technique and Parallel Rooted Spanning Tree. 33rd International Conference on Parallel Processing (ICPP 2004), 15-18 August 2004, Montreal, Quebec, Canada.

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David A. Bader, Srinivas Aluru (2004). Special Issue: High Performance Computational Biology. Concurrency and Computation: Practice and Experience.

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Dan C. Marinescu, David A. Bader, Srinivas Aluru (2004). Proceedings of the Third IEEE International Workshop on High Performance Computational Biology (HiCOMB 2004), Santa Fe, NM, April 2004.

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Guojing Cong, David A. Bader (2004). Lock-Free Parallel Algorithms: An Experimental Study. High Performance Computing - HiPC 2004, 11th IEEE International Conference, Bangalore, India, December 19-22, 2004, Proceedings.

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Mohammed Javeed Zaki, David A. Bader, Johan Montagnat, Concettina Guerra (2004). High Performance Bioinformatics. Euro-Par 2004 Parallel Processing, 10th International Euro-Par Conference, Pisa, Italy, August 31-September 3, 2004.

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David A. Bader, Guojing Cong (2004). Fast Shared-Memory Algorithms for Computing the Minimum Spanning Forest of Sparse Graphs. 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 26-30 April 2004, Santa Fe, NM.

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David A. Bader (2004). Computational biology and high-performance computing. Communications of the ACM.

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David A. Bader (2004). An improved, randomized algorithm for parallel selection with an experimental study. Journal of Parallel and Distributed Computing.

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David A. Bader, Kamesh Madduri (2004). A Parallel State Assignment Algorithm for Finite State Machines. High Performance Computing - HiPC 2004, 11th IEEE International Conference, Bangalore, India, December 19-22, 2004, Proceedings.

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Mehmet F. Su, Ihab El-Kady, David A. Bader, Shawn-Yu Lin (2004). A Novel FDTD Application Featuring OpenMP-MPI Hybrid Parallelization. 33rd International Conference on Parallel Processing (ICPP 2004), 15-18 August 2004, Montreal, Quebec, Canada.

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Marc Snir, David A. Bader (2004). A Framework for Measuring Supercomputer Productivity. International Journal of High Performance Computing Applications.

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David A. Bader, Guojing Cong (2004). A Fast, Parallel Spanning Tree Algorithm for Symmetric Multiprocessors (SMPs). 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 26-30 April 2004, Santa Fe, NM.

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David A. Bader, Srinivas Aluru (2003). Proceedings of the Second IEEE International Workshop on High Performance Computational Biology (HiCOMB 2003), Nice, France, April 2003.

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Srinivas Aluru, David A. Bader (2003). Guest Editor's Introduction: Special issue on high-performance computational biology. Journal of Parallel and Distributed Computing.

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Yuzhong Sun, Xiaola Lin, Yi Pan, R. W. H. Lau, D. A. Bader, P. Y. S. Cheung (2002). Generalized block shift network for clusters. IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications.

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Bernard M. E. Moret, David A. Bader, Tandy J. Warnow (2002). High-Performance Algorithm Engineering for Computational Phylogenetics. The Journal of Supercomputing.

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David A. Bader, Srinivas Aluru (2002). HiCOMB 2002: Workshop Introduction. 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 15-19 April 2002, Fort Lauderdale, FL, USA, CD-ROM/Abstracts Proceedings.

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David A. Bader, Sukanya Sreshta, Nina R. Weisse-Bernstein (2002). Evaluating Arithmetic Expressions Using Tree Contraction: A Fast and Scalable Parallel Implementation for Symmetric Multiprocessors (SMPs). High Performance Computing - HiPC 2002, 9th International Conference, Bangalore, India, December 18-21, 2002, Proceedings.

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Yuzhong Sun, David A. Bader, Xiaola Lin, Yibei Ling (2002). Broadcast on Clusters of SMPs with Optimal Concurrency. Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications - Volume 4.

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David A. Bader, Bernard M. E. Moret, Peter Sanders (2002). Algorithm Engineering for Parallel Computation. Experimental Algorithmics: From Algorithm Design to Robust and Efficient Software.

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Robert K. Jansen, David Bader, Bernard M.E. Moret, Linda A. Raubeson, Li-San Wang, Tandy Warnow, Stacia Wyman (2001). New approaches for using gene order data in phylogeny reconstruction. Botany 2001.

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C. Restrepo, B. T. Milne, D. Bader, W. Pockman, A. Kerkhoff (2001). Variation in vegetation growth rates: Implications for the evolution of semi-arid landscapes. 16th Annual Symposium of the US-International Association of Landscape Ecology, Arizona State University, Tempe, April 25-29, 2001.

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David A. Bader, Ajith K. Illendula, Bernard M. E. Moret, Nina R. Weisse-Bernstein (2001). Using PRAM Algorithms on a Uniform-Memory-Access Shared-Memory Architecture. Algorithm Engineering, 5th International Workshop, WAE 2001 Aarhus, Denmark, August 28-31, 2001, Proceedings.

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David A. Bader, Bernard M. E. Moret, Lisa Vawter (2001). Industrial applications of high-performance computing for phylogeny reconstruction. Commercial Applications for High-Performance Computing. (ITCom 2001: International Symposium on the Convergence of IT and Communications, 2001, Denver, CO, United States).

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Bernard M. E. Moret, David A. Bader, Tandy J. Warnow (2001). High-Performance Algorithm Engineering for Computational Phylogenetics. Computational Science - ICCS 2001, International Conference, San Francisco, CA, USA, May 28-30, 2001. Proceedings, Part II.

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David A. Bader, Rob Pennington (2001). Applications. IJHPCA.

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Bernard M. E. Moret, Stacia K. Wyman, David A. Bader, Tandy J. Warnow, Mi Yan (2001). A New Implmentation and Detailed Study of Breakpoint Analysis. Proceedings of the 6th Pacific Symposium on Biocomputing, PSB 2001, Big Island, Hawaii, January 3-7, 2001.

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David A. Bader, Bernard M. E. Moret, Mi Yan (2001). A Linear-Time Algorithm for Computing Inversion Distance Between Two Signed Permutations with an Experimental Study. Journal of Computational Biology.

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David A. Bader, Bernard M. E. Moret, Mi Yan (2001). A Linear-Time Algorithm for Computing Inversion Distance between Signed Permutations with an Experimental Study. Algorithms and Data Structures, 7th International Workshop, WADS 2001, Providence, RI, USA, August 8-10, 2001, Proceedings.

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Rob Pennington, David A. Bader, Barney Maccabe, Patricia A. Kovatch, Stephen L. Scott (2000). Tutorial A: Design and Analysis of High Performance Clusters. 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th - December 1st, 2000, Technische Universität Chemnitz, Saxony, Germany.

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Zengyan Zhang, Joseph F. JaJa, David A. Bader, Satya N. V. Kalluri, Huiping Song, Nazmi El Saleous, Eric Vermote, John R. G. Townshend (2000). Kronos: A software system for the processing and retrieval of large-scale AVHRR data sets. PE & RS - Photogrammetric Engineering and Remote Sensing.

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David A. Bader (2000). High-Performance Algorithms and Applications for SMP Clusters. 5th NASA High Performance Computing and Communications Computational Aerosciences (CAS) Workshop (HPCC/CAS 2000); February 15, 2000 - February 17, 2000; Moffett Field, CA; United States.

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Satya Kalluri, David A. Bader, John Townshend, Joseph JáJá, Hassan Fallahadl, Zengyan Zhang, Hassan Fallah-adl (2000). High performance computing algorithms for land cover dynamics using remote sensing data. International Journal of Remote Sensing.

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David A. Bader (2000). An Improved Randomized Selection Algorithm With an Experimental Study. Second Workshop on Algorithm Engineering and Experiments (ALENEX00), (sponsored by DIMACS, ACM SIGACT, and SIAM), San Francisco, CA, January 7-8, 2000.

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David A. Bader, Joseph JáJá (1999). SIMPLE: A Methodology for Programming High Performance Algorithms on Clusters of Symmetric Multiprocessors (SMPs). Journal of Parallel and Distributed Computing.

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David A. Bader, Arthur B. Maccabe, Jason R. Mastaler, John K. McIver III, Patricia A. Kovatch (1999). Design and Analysis of the Alliance/University of New Mexico Roadrunner Linux SMP SuperCluster. 1st International Workshop on Cluster Computing (IWCC ‘99), 2-3 December 1999, Melbourne, Australia.

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David A. Bader (1999). A New, Architectural Paradigm for High-performance Computing. Scalable Computing: Practice and Experience.

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S. N. V. Kalluri, Z. Zhang, J. Jaja, D. A. Bader, H. Song, N. El Saleous, E. Vermote, J. R. G. Townshend (1999). A hierarchical data archiving and processing system to generate custom tailored products from AVHRR data. IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99.

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David R. Helman, David A. Bader, Joseph JáJá (1998). A Randomized Parallel Sorting Algorithm with an Experimental Study. Journal of Parallel and Distributed Computing.

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David R. Helman, Joseph JáJá, David A. Bader (1998). A New Deterministic Parallel Sorting Algorithm with an Experimental Evaluation. ACM Journal of Experimental Algorithmics.

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David A. Bader, David R. Helman, Joseph JáJá (1996). Practical Parallel Algorithms for Personalized Communication and Integer Sorting. ACM Journal of Experimental Algorithmics.

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David A. Bader, Joseph JáJá (1996). Practical Parallel Algorithms for Dynamic Data Redistribution, Median Finding, and Selection. Proceedings of IPPS ‘96, The 10th International Parallel Processing Symposium, April 15-19, 1996, Honolulu, Hawaii, USA.

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David R. Helman, David A. Bader, Joseph JáJá (1996). Parallel Algorithms for Personalized Communication and Sorting with an Experimental Study (Extended Abstract). Proceedings of the 8th Annual ACM Symposium on Parallel Algorithms and Architectures, SPAA ‘96, Padua, Italy, June 24-26, 1996.

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David A. Bader, Joseph JáJá (1996). Parallel Algorithms for Image Histogramming and Connected Components with an Experimental Study. Journal of Parallel and Distributed Computing.

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David A. Bader, Joseph JáJá, David Harwood, Larry S. Davis (1996). Parallel algorithms for image enhancement and segmentation by region growing, with an experimental study. The Journal of Supercomputing.

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David A. Bader, Joseph JáJá, David Harwood, Larry S. Davis (1996). Parallel Algorithms for Image Enhancement and Segmentation by Region Growing with an Experimental Study. Proceedings of IPPS ‘96, The 10th International Parallel Processing Symposium, April 15-19, 1996, Honolulu, HI.

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David A. Bader (1996). On the Design and Analysis of Practical Parallel Algorithms for Combinatorial Problems with Applications to Image Processing.

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David A. Bader, Joseph JáJá, Rama Chellappa (1995). Scalable data parallel algorithms for texture synthesis using Gibbs random fields. IEEE Transactions on Image Processing.

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David A. Bader, Joseph JáJá (1995). Parallel Algorithms for Image Histogramming and Connected Components with an Experimental Study. Proceedings of the Fifth ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming (PPOPP), Santa Barbara, CA, July 19–21, 1995.

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David A. Bader (1991). Object Oriented Simulation of Systems with Examples in Structural Design and Parallel Processing. Master of Science, Electrical Engineering, Lehigh University, Bethlehem, PA.

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