Md. Mostofa Ali Patwary

53 papers A* 1A 13B 3C 2Misc 2Journal 21Unranked 10

Year	Rank	Type	Title / Venue / Authors
2022	—	`ch.`	Efficient Multi-core Algorithms for Computing Spanning Forests and Connected Components. Massive Graph Analytics Fredrik Manne, Md. Mostofa Ali Patwary
2019	J	`jnl`	Coloring Big Graphs with AlphaGoZero. CoRR Jiayi Huang, Md. Mostofa Ali Patwary, Gregory F. Diamos
2019	A	`conf`	Language Modeling at Scale. IPDPS Md. Mostofa Ali Patwary, Milind Chabbi, Heewoo Jun, Jiaji Huang, Greg Diamos, Kenneth Church
2018	J	`jnl`	Language Modeling at Scale. CoRR Md. Mostofa Ali Patwary, Milind Chabbi, Heewoo Jun, Jiaji Huang, Gregory Frederick Diamos, Kenneth Church
2017	J	`jnl`	AutoCon: Regression Testing for Detecting Cache Contention Anomalies Using Autoencoder. CoRR Mohammad Mejbah Ul Alam, Justin Gottschlich, Md. Mostofa Ali Patwary, Saeef Ahmad, Abdullah Muzahid
2017	J	`jnl`	Deep Learning Scaling is Predictable, Empirically. CoRR Joel Hestness, Sharan Narang, Newsha Ardalani, Gregory F. Diamos, Heewoo Jun, Hassan Kianinejad, Md. Mostofa Ali Patwary, Yang Yang, Yanqi Zhou
2017	J	`jnl`	Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data. CoRR Thorsten Kurth, Jian Zhang, Nadathur Satish, Ioannis Mitliagkas, Evan Racah, Md. Mostofa Ali Patwary, Tareq M. Malas, Narayanan Sundaram, Wahid Bhimji, Mikhail Smorkalov, Jack Deslippe, Mikhail Shiryaev, Srinivas Sridharan, Prabhat, Pradeep Dubey
2017	A	`conf`	Deep learning at 15PF: supervised and semi-supervised classification for scientific data. SC Thorsten Kurth, Jian Zhang, Nadathur Satish, Evan Racah, Ioannis Mitliagkas, Md. Mostofa Ali Patwary, Tareq M. Malas, Narayanan Sundaram, Wahid Bhimji, Mikhail Smorkalov, Jack Deslippe, Mikhail Shiryaev, Srinivas Sridharan, Prabhat, Pradeep Dubey
2017	J	`jnl`	Galactos: Computing the Anisotropic 3-Point Correlation Function for 2 Billion Galaxies. CoRR Brian Friesen, Md. Mostofa Ali Patwary, Brian Austin, Nadathur Satish, Zachary Slepian, Narayanan Sundaram, Deborah Bard, Daniel J. Eisenstein, Jack Deslippe, Pradeep Dubey, Prabhat
2017	A	`conf`	Galactos: computing the anisotropic 3-point correlation function for 2 billion galaxies. SC Brian Friesen, Md. Mostofa Ali Patwary, Brian Austin, Nadathur Satish, Zachary Slepian, Narayanan Sundaram, Deborah Bard, Daniel J. Eisenstein, Jack Deslippe, Pradeep Dubey, Prabhat
2016	J	`jnl`	A New Parallel Algorithm for Two-Pass Connected Component Labeling. CoRR Siddharth Gupta, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary
2016	B	`conf`	Controlled vs. Automatic Processing: A Graph-Theoretic Approach to the Analysis of Serial vs. Parallel Processing in Neural Network Architectures. CogSci Sebastian Musslick, Biswadip Dey, Kayhan Özcimder, Md. Mostofa Ali Patwary, Theodore L. Willke, Jonathan D. Cohen
2016	A	`conf`	Designing scalable SC Arif M. Khan, Alex Pothen, Md. Mostofa Ali Patwary, Mahantesh Halappanavar, Nadathur Rajagopalan Satish, Narayanan Sundaram, Pradeep Dubey
2016	J	`jnl`	Efficient Approximation Algorithms for Weighted b-Matching. SIAM J. Sci. Comput. Arif M. Khan, Alex Pothen, Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Fredrik Manne, Mahantesh Halappanavar, Pradeep Dubey
2016	A	`conf`	GraphPad: Optimized Graph Primitives for Parallel and Distributed Platforms. IPDPS Michael J. Anderson, Narayanan Sundaram, Nadathur Satish, Md. Mostofa Ali Patwary, Theodore L. Willke, Pradeep Dubey
2016	J	`jnl`	Optimizations in a high-performance conjugate gradient benchmark for IA-based multi- and many-core processors. Int. J. High Perform. Comput. Appl. Jongsoo Park, Mikhail Smelyanskiy, Karthikeyan Vaidyanathan, Alexander Heinecke, Dhiraj D. Kalamkar, Md. Mostofa Ali Patwary, Vadim O. Pirogov, Pradeep Dubey, Xing Liu, Carlos Rosales, Cyril Mazauric, Christopher S. Daley
2016	A	`conf`	PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures. IPDPS Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jialin Liu, Peter J. Sadowski, Evan Racah, Surendra Byna, Craig Tull, Wahid Bhimji, Prabhat, Pradeep Dubey
2016	J	`jnl`	PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures. CoRR Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jialin Liu, Peter J. Sadowski, Evan Racah, Surendra Byna, Craig Tull, Wahid Bhimji, Prabhat, Pradeep Dubey
2015	A	`conf`	BD-CATS: big data clustering at trillion particle scale. SC Md. Mostofa Ali Patwary, Surendra Byna, Nadathur Rajagopalan Satish, Narayanan Sundaram, Zarija Lukic, Vadim Roytershteyn, Michael J. Anderson, Yushu Yao, Prabhat, Pradeep Dubey
2015	J	`jnl`	Fast Algorithms for the Maximum Clique Problem on Massive Graphs with Applications to Overlapping Community Detection. Internet Math. Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary
2015	J	`jnl`	GraphMat: High performance graph analytics made productive. CoRR Narayanan Sundaram, Nadathur Rajagopalan Satish, Md. Mostofa Ali Patwary, Subramanya Dulloor, Satya Gautam Vadlamudi, Dipankar Das, Pradeep Dubey
2015	J	`jnl`	GraphMat: High performance graph analytics made productive. Proc. VLDB Endow. Narayanan Sundaram, Nadathur Satish, Md. Mostofa Ali Patwary, Subramanya Dulloor, Michael J. Anderson, Satya Gautam Vadlamudi, Dipankar Das, Pradeep Dubey
2015	—	`conf`	Improving graph partitioning for modern graphs and architectures. IA3@SC Dominique LaSalle, Md. Mostofa Ali Patwary, Nadathur Satish, Narayanan Sundaram, Pradeep Dubey, George Karypis
2015	C	`conf`	Parallel Efficient Sparse Matrix-Matrix Multiplication on Multicore Platforms. ISC Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jongsoo Park, Michael J. Anderson, Satya Gautam Vadlamudi, Dipankar Das, Sergey G. Pudov, Vadim O. Pirogov, Pradeep Dubey
2015	A*	`conf`	Scalable Bayesian Optimization Using Deep Neural Networks. ICML Jasper Snoek, Oren Rippel, Kevin Swersky, Ryan Kiros, Nadathur Satish, Narayanan Sundaram, Md. Mostofa Ali Patwary, Prabhat, Ryan P. Adams
2014	—	`conf`	A New Parallel Algorithm for Two-Pass Connected Component Labeling. IPDPS Workshops Siddharth Gupta, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary
2014	—	`conf`	Clique guided community detection. IEEE BigData Diana Palsetia, Md. Mostofa Ali Patwary, William Hendrix, Ankit Agrawal, Alok N. Choudhary
2014	A	`conf`	Efficient Shared-Memory Implementation of High-Performance Conjugate Gradient Benchmark and its Application to Unstructured Matrices. SC Jongsoo Park, Mikhail Smelyanskiy, Karthikeyan Vaidyanathan, Alexander Heinecke, Dhiraj D. Kalamkar, Xing Liu, Md. Mostofa Ali Patwary, Yutong Lu, Pradeep Dubey
2014	J	`jnl`	Excavating social circles via user interests. Soc. Netw. Anal. Min. Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary
2014	J	`jnl`	Fast Algorithms for the Maximum Clique Problem on Massive Graphs with Applications to Overlapping Community Detection. CoRR Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary
2014	—	`conf`	Fast maximum clique algorithms for large graphs. WWW (Companion Volume) Ryan A. Rossi, David F. Gleich, Assefaw Hadish Gebremedhin, Md. Mostofa Ali Patwary
2014	—	`conf`	Navigating the maze of graph analytics frameworks using massive graph datasets. SIGMOD Conference Nadathur Satish, Narayanan Sundaram, Md. Mostofa Ali Patwary, Jiwon Seo, Jongsoo Park, Muhammad Amber Hassaan, Shubho Sengupta, Zhaoming Yin, Pradeep Dubey
2014	A	`conf`	Pardicle: Parallel Approximate Density-Based Clustering. SC Md. Mostofa Ali Patwary, Nadathur Satish, Narayanan Sundaram, Fredrik Manne, Salman Habib, Pradeep Dubey
2013	J	`jnl`	A Fast Parallel Maximum Clique Algorithm for Large Sparse Graphs and Temporal Strong Components CoRR Ryan A. Rossi, David F. Gleich, Assefaw Hadish Gebremedhin, Md. Mostofa Ali Patwary
2013	—	`conf`	A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures. LDAV William Hendrix, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2013	J	`jnl`	ColPack: Software for graph coloring and related problems in scientific computing. ACM Trans. Math. Softw. Assefaw Hadish Gebremedhin, Duc C. Nguyen, Md. Mostofa Ali Patwary, Alex Pothen
2013	C	`conf`	Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs. WAW Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary
2013	A	`conf`	Graphical Modeling of Macro Behavioral Targeting in Social Networks. SDM Ankit Agrawal, Zhengzhang Chen, Yu Cheng, Alok N. Choudhary, Haotian Liu, Md. Mostofa Ali Patwary, Yusheng Xie, Kunpeng Zhang
2013	A	`conf`	Scalable parallel OPTICS data clustering using graph algorithmic techniques. SC Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary
2013	—	`conf`	Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective. BigMine Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Wei-keng Liao, Md. Mostofa Ali Patwary, Arindam Banerjee, Alok N. Choudhary
2012	A	`conf`	A new scalable parallel DBSCAN algorithm using the disjoint-set data structure. SC Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary
2012	J	`jnl`	Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power. BMC Bioinform. Yuhong Zhang, Sanchit Misra, Ankit Agrawal, Md. Mostofa Ali Patwary, Wei-keng Liao, Zhiguang Qin, Alok N. Choudhary
2012	J	`jnl`	Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs CoRR Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary
2012	Misc	`conf`	High Performance Big Data Clustering. High Performance Computing Workshop (1) Ankit Agrawal, Md. Mostofa Ali Patwary, William Hendrix, Wei-keng Liao, Alok N. Choudhary
2012	A	`conf`	Multi-core Spanning Forest Algorithms using the Disjoint-set Data Structure. IPDPS Md. Mostofa Ali Patwary, Peder Refsnes, Fredrik Manne
2012	Misc	`conf`	Parallel hierarchical clustering on shared memory platforms. HiPC William Hendrix, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2012	J	`jnl`	What if CLIQUE were fast? Maximum Cliques in Information Networks and Strong Components in Temporal Networks CoRR Ryan A. Rossi, David F. Gleich, Assefaw Hadish Gebremedhin, Md. Mostofa Ali Patwary
2011	—	`conf`	New Multithreaded Ordering and Coloring Algorithms for Multicore Architectures. Euro-Par (2) Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Alex Pothen
2011	J	`jnl`	Parallel algorithms for bipartite matching problems on distributed memory computers. Parallel Comput. Johannes Langguth, Md. Mostofa Ali Patwary, Fredrik Manne
2011	—	`conf`	Twitter Trending Topic Classification. ICDM Workshops Kathy Lee, Diana Palsetia, Ramanathan Narayanan, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary
2010	B	`conf`	Experiments on Union-Find Algorithms for the Disjoint-Set Data Structure. SEA Md. Mostofa Ali Patwary, Jean R. S. Blair, Fredrik Manne
2009	—	`conf`	A Scalable Parallel Union-Find Algorithm for Distributed Memory Computers. PPAM (1) Fredrik Manne, Md. Mostofa Ali Patwary
2007	B	`conf`	Minimum Face-Spanning Subgraphs of Plane Graphs. WALCOM Md. Mostofa Ali Patwary, Md. Saidur Rahman