Pradeep Dubey - RankMe

129 papers A* 7A 26B 1C 6Misc 3Journal 70Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Space Filling Curves is All You Need: Communication-Avoiding Matrix Multiplication Made Simple. CoRR Evangelos Georganas, Alexander Heinecke, Pradeep Dubey
2025	J	`jnl`	Intel Xeon 6 Product Family. IEEE Micro Michael D. Powell, Patrick Fleming, Venkidesh Iyer Krishna, Naveen Lakkakula, Subhiksha Ravisundar, Praveen Mosur, Arijit Biswas, Pradeep Dubey, Kapil Sood, Andrew Cunningham, Smita Kumar
2024	J	`jnl`	HamLib: A library of Hamiltonians for benchmarking quantum algorithms and hardware. Quantum Nicolas P. D. Sawaya, Daniel Marti-Dafcik, Yang Ho, Daniel P. Tabor, David E. Bernal Neira, Alicia B. Magann, Shavindra P. Premaratne, Pradeep Dubey, Anne Y. Matsuura, Nathan Bishop, Wibe A. de Jong, Simon C. Benjamin, Ojas Parekh, Norm M. Tubman, Katherine Klymko, Daan Camps
2023	J	`jnl`	AUTOSPARSE: Towards Automated Sparse Training of Deep Neural Networks. CoRR Abhisek Kundu, Naveen K. Mellempudi, Dharma Teja Vooturi, Bharat Kaul, Pradeep Dubey
2023	Misc	`conf`	HamLib: A Library of Hamiltonians for Benchmarking Quantum Algorithms and Hardware. QCE Nicolas P. D. Sawaya, Daniel Marti-Dafcik, Yang Ho, Daniel P. Tabor, David Esteban Bernal Neira, Alicia B. Magann, Shavindra P. Premaratne, Pradeep Dubey, Anne Y. Matsuura, Nathan Bishop, Wibe A. de Jong, Simon C. Benjamin, Ojas D. Parekh, Norm M. Tubman, Katherine Klymko, Daan Camps
2023	J	`jnl`	Microscaling Data Formats for Deep Learning. CoRR Bita Darvish Rouhani, Ritchie Zhao, Ankit More, Mathew Hall, Alireza Khodamoradi, Summer Deng, Dhruv Choudhary, Marius Cornea, Eric Dellinger, Kristof Denolf, Dusan Stosic, Venmugil Elango, Maximilian Golub, Alexander Heinecke, Phil James-Roxby, Dharmesh Jani, Gaurav Kolhe, Martin Langhammer, Ada Li, Levi Melnick, Maral Mesmakhosroshahi, Andres Rodriguez, Michael Schulte, Rasoul Shafipour, Lei Shao, Michael Y. Siu, Pradeep Dubey, Paulius Micikevicius, Maxim Naumov, Colin Verilli, Ralph Wittig, Doug Burger, Eric S. Chung
2022	J	`jnl`	FP8 Formats for Deep Learning. CoRR Paulius Micikevicius, Dusan Stosic, Neil Burgess, Marius Cornea, Pradeep Dubey, Richard Grisenthwaite, Sangwon Ha, Alexander Heinecke, Patrick Judd, John Kamalu, Naveen Mellempudi, Stuart F. Oberman, Mohammad Shoeybi, Michael Y. Siu, Hao Wu
2020	J	`jnl`	Context-Aware Parse Trees. CoRR Fangke Ye, Shengtian Zhou, Anand Venkat, Ryan Marcus, Paul Petersen, Jesmin Jahan Tithi, Tim Mattson, Tim Kraska, Pradeep Dubey, Vivek Sarkar, Justin Gottschlich
2020	J	`jnl`	MISIM: An End-to-End Neural Code Similarity System. CoRR Fangke Ye, Shengtian Zhou, Anand Venkat, Ryan Marcus, Nesime Tatbul, Jesmin Jahan Tithi, Paul Petersen, Timothy G. Mattson, Tim Kraska, Pradeep Dubey, Vivek Sarkar, Justin Gottschlich
2020	A	`conf`	SuSy: A Programming Model for Productive Construction of High-Performance Systolic Arrays on FPGAs. ICCAD Yi-Hsiang Lai, Hongbo Rong, Size Zheng, Weihao Zhang, Xiuping Cui, Yunshan Jia, Jie Wang, Brendan Sullivan, Zhiru Zhang, Yun Liang, Youhui Zhang, Jason Cong, Nithin George, Jose Alvarez, Christopher J. Hughes, Pradeep Dubey
2020	J	`jnl`	Systolic Computing on GPUs for Productive Performance. CoRR Hongbo Rong, Xiaochen Hao, Yun Liang, Lidong Xu, Hong H. Jiang, Pradeep Dubey
2019	J	`jnl`	A Study of BFLOAT16 for Deep Learning Training. CoRR Dhiraj D. Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi, Dipankar Das, Kunal Banerjee, Sasikanth Avancha, Dharma Teja Vooturi, Nataraj Jammalamadaka, Jianyu Huang, Hector Yuen, Jiyan Yang, Jongsoo Park, Alexander Heinecke, Evangelos Georganas, Sudarshan Srinivasan, Abhisek Kundu, Misha Smelyanskiy, Bharat Kaul, Pradeep Dubey
2019	J	`jnl`	K-TanH: Hardware Efficient Activations For Deep Learning. CoRR Abhisek Kundu, Sudarshan Srinivasan, Eric C. Qin, Dhiraj D. Kalamkar, Naveen K. Mellempudi, Dipankar Das, Kunal Banerjee, Bharat Kaul, Pradeep Dubey
2019	J	`jnl`	Parallelizing Word2Vec in Shared and Distributed Memory. IEEE Trans. Parallel Distributed Syst. Shihao Ji, Nadathur Satish, Sheng Li, Pradeep Dubey
2019	J	`jnl`	SysML: The New Frontier of Machine Learning Systems. CoRR Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric S. Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Randall Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar
2019	Misc	`conf`	T2S-Tensor: Productively Generating High-Performance Spatial Hardware for Dense Tensor Computations. FCCM Nitish Kumar Srivastava, Hongbo Rong, Prithayan Barua, Guanyu Feng, Huanqi Cao, Zhiru Zhang, David H. Albonesi, Vivek Sarkar, Wenguang Chen, Paul Petersen, Geoff Lowney, Adam Herr, Christopher J. Hughes, Timothy G. Mattson, Pradeep Dubey
2018	J	`jnl`	Graphical exchange mechanisms. Games Econ. Behav. Pradeep Dubey, Siddhartha Sahi, Martin Shubik
2018	—	`conf`	Mixed Precision Training of Convolutional Neural Networks using Integer Operations. ICLR (Poster) Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere, Dhiraj D. Kalamkar, Sasikanth Avancha, Kunal Banerjee, Srinivas Sridharan, Karthik Vaidyanathan, Bharat Kaul, Evangelos Georganas, Alexander Heinecke, Pradeep Dubey, Jesús Corbal, Nikita Shustrov, Roman Dubtsov, Evarist Fomenko, Vadim O. Pirogov
2018	J	`jnl`	Mixed Precision Training of Convolutional Neural Networks using Integer Operations. CoRR Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere, Dhiraj D. Kalamkar, Sasikanth Avancha, Kunal Banerjee, Srinivas Sridharan, Karthik Vaidyanathan, Bharat Kaul, Evangelos Georganas, Alexander Heinecke, Pradeep Dubey, Jesús Corbal, Nikita Shustrov, Roman Dubtsov, Evarist Fomenko, Vadim O. Pirogov
2018	J	`jnl`	Money as minimal complexity. Games Econ. Behav. Pradeep Dubey, Siddhartha Sahi, Martin Shubik
2018	J	`jnl`	On Scale-out Deep Learning Training for Cloud and HPC. CoRR Srinivas Sridharan, Karthikeyan Vaidyanathan, Dhiraj D. Kalamkar, Dipankar Das, Mikhail E. Smorkalov, Mikhail Shiryaev, Dheevatsa Mudigere, Naveen Mellempudi, Sasikanth Avancha, Bharat Kaul, Pradeep Dubey
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	—	`conf`	Faster CNNs with Direct Sparse Convolutions and Guided Pruning. ICLR (Poster) Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, 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
2017	A*	`conf`	ScaleDeep: A Scalable Compute Architecture for Learning and Evaluating Deep Networks. ISCA Swagath Venkataramani, Ashish Ranjan, Subarno Banerjee, Dipankar Das, Sasikanth Avancha, Ashok Jagannathan, Ajaya Durg, Dheemanth Nagaraj, Bharat Kaul, Pradeep Dubey, Anand Raghunathan
2017	J	`jnl`	Ternary Neural Networks with Fine-Grained Quantization. CoRR Naveen Mellempudi, Abhisek Kundu, Dheevatsa Mudigere, Dipankar Das, Bharat Kaul, Pradeep Dubey
2017	J	`jnl`	Ternary Residual Networks. CoRR Abhisek Kundu, Kunal Banerjee, Naveen Mellempudi, Dheevatsa Mudigere, Dipankar Das, Bharat Kaul, Pradeep Dubey
2017	—	`conf`	The Quest for The Ultimate Learning Machine. ISPD Pradeep Dubey
2016	J	`jnl`	Achieving One Billion Key-Value Requests per Second on a Single Server. IEEE Micro Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey
2016	A*	`conf`	BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies. ICLR Shihao Ji, S. V. N. Vishwanathan, Nadathur Satish, Michael J. Anderson, Pradeep Dubey
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`	Distributed Deep Learning Using Synchronous Stochastic Gradient Descent. CoRR Dipankar Das, Sasikanth Avancha, Dheevatsa Mudigere, Karthikeyan Vaidyanathan, Srinivas Sridharan, Dhiraj D. Kalamkar, Bharat Kaul, 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	J	`jnl`	Eliciting performance: deterministic versus proportional prizes. Int. J. Game Theory Pradeep Dubey, Siddhartha Sahi
2016	J	`jnl`	Full-Stack Architecting to Achieve a Billion-Requests-Per-Second Throughput on a Single Key-Value Store Server Platform. ACM Trans. Comput. Syst. Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, 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	C	`conf`	High Order Seismic Simulations on the Intel Xeon Phi Processor (Knights Landing). ISC Alexander Heinecke, Alexander Breuer, Michael Bader, Pradeep Dubey
2016	J	`jnl`	Holistic SparseCNN: Forging the Trident of Accuracy, Speed, and Size. CoRR Jongsoo Park, Sheng R. Li, Wei Wen, Hai Li, Yiran Chen, 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
2016	J	`jnl`	Parallelizing Word2Vec in Multi-Core and Many-Core Architectures. CoRR Shihao Ji, Nadathur Satish, Sheng Li, Pradeep Dubey
2016	J	`jnl`	Parallelizing Word2Vec in Shared and Distributed Memory. CoRR Shihao Ji, Nadathur Satish, Sheng Li, Pradeep Dubey
2016	J	`jnl`	Scaling up Hartree-Fock calculations on Tianhe-2. Int. J. High Perform. Comput. Appl. Edmond Chow, Xing Liu, Sanchit Misra, Marat Dukhan, Mikhail Smelyanskiy, Jeff R. Hammond, Yunfei Du, Xiangke Liao, Pradeep Dubey
2015	A*	`conf`	Architecting to achieve a billion requests per second throughput on a single key-value store server platform. ISCA Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, 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`	Beacon: Deployment and Application of Intel Xeon Phi Coprocessorsfor Scientific Computing. Comput. Sci. Eng. R. Glenn Brook, Alexander Heinecke, Anthony B. Costa, Paul Peltz Jr., Vincent C. Betro, Troy Baer, Michael Bader, Pradeep Dubey
2015	J	`jnl`	Can traditional programming bridge the ninja performance gap for parallel computing applications? Commun. ACM Nadathur Satish, Changkyu Kim, Jatin Chhugani, Hideki Saito, Rakesh Krishnaiyer, Mikhail Smelyanskiy, Milind Girkar, Pradeep Dubey
2015	J	`jnl`	Decentralization of a Machine: Some Definitions. CoRR Pradeep Dubey
2015	A	`conf`	Exploring Shared-Memory Optimizations for an Unstructured Mesh CFD Application on Modern Parallel Systems. IPDPS Dheevatsa Mudigere, Srinivas Sridharan, Anand M. Deshpande, Jongsoo Park, Alexander Heinecke, Mikhail Smelyanskiy, Bharat Kaul, Pradeep Dubey, Dinesh K. Kaushik, David E. Keyes
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	J	`jnl`	Graphical Exchange Mechanisms. CoRR Pradeep Dubey, Siddhartha Sahi, Martin Shubik
2015	A	`conf`	High-performance algebraic multigrid solver optimized for multi-core based distributed parallel systems. SC Jongsoo Park, Mikhail Smelyanskiy, Ulrike Meier Yang, Dheevatsa Mudigere, 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	J	`jnl`	Money as Minimal Complexity. CoRR Pradeep Dubey, Siddhartha Sahi, Martin Shubik
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
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	A	`conf`	Improving Communication Performance and Scalability of Native Applications on Intel Xeon Phi Coprocessor Clusters. IPDPS Karthikeyan Vaidyanathan, Kiran Pamnany, Dhiraj D. Kalamkar, Alexander Heinecke, Mikhail Smelyanskiy, Jongsoo Park, Daehyun Kim, Aniruddha G. Shet, Bharat Kaul, Bálint Joó, Pradeep Dubey
2014	A*	`conf`	Improving the energy efficiency of Big Cores. ISCA Kenneth Czechowski, Victor W. Lee, Ed Grochowski, Ronny Ronen, Ronak Singhal, Richard W. Vuduc, Pradeep Dubey
2014	A	`conf`	Lattice QCD with Domain Decomposition on Intel® Xeon Phi Co-Processors. SC Simon Heybrock, Bálint Joó, Dhiraj D. Kalamkar, Mikhail Smelyanskiy, Karthikeyan Vaidyanathan, Tilo Wettig, Pradeep Dubey
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
2014	A	`conf`	Petascale High Order Dynamic Rupture Earthquake Simulations on Heterogeneous Supercomputers. SC Alexander Heinecke, Alexander Breuer, Sebastian Rettenberger, Michael Bader, Alice-Agnes Gabriel, Christian Pelties, Arndt Bode, William Barth, Xiangke Liao, Karthikeyan Vaidyanathan, Mikhail Smelyanskiy, Pradeep Dubey
2014	C	`conf`	Sparsifying Synchronization for High-Performance Shared-Memory Sparse Triangular Solver. ISC Jongsoo Park, Mikhail Smelyanskiy, Narayanan Sundaram, Pradeep Dubey
2013	A	`conf`	Design and Implementation of the Linpack Benchmark for Single and Multi-node Systems Based on Intel® Xeon Phi Coprocessor. IPDPS Alexander Heinecke, Karthikeyan Vaidyanathan, Mikhail Smelyanskiy, Alexander Kobotov, Roman Dubtsov, Greg Henry, Aniruddha G. Shet, George Chrysos, Pradeep Dubey
2013	A	`conf`	Efficient sparse matrix-vector multiplication on x86-based many-core processors. ICS Xing Liu, Mikhail Smelyanskiy, Edmond Chow, Pradeep Dubey
2013	J	`jnl`	Intel "big data" science and technology center vision and execution plan. SIGMOD Rec. Michael Stonebraker, Sam Madden, Pradeep Dubey
2013	C	`conf`	Lattice QCD on Intel® Xeon PhiTM Coprocessors. ISC Bálint Joó, Dhiraj D. Kalamkar, Karthikeyan Vaidyanathan, Mikhail Smelyanskiy, Kiran Pamnany, Victor W. Lee, Pradeep Dubey, William A. Watson III
2013	J	`jnl`	Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing. Proc. VLDB Endow. Narayanan Sundaram, Aizana Turmukhametova, Nadathur Satish, Todd Mostak, Piotr Indyk, Samuel Madden, Pradeep Dubey
2013	A	`conf`	Tera-scale 1D FFT with low-communication algorithm and Intel® Xeon Phi™ coprocessors. SC Jongsoo Park, Ganesh Bikshandi, Karthikeyan Vaidyanathan, Ping Tak Peter Tang, Pradeep Dubey, Daehyun Kim
2012	—	`conf`	Analysis and Optimization of Financial Analytics Benchmark on Modern Multi- and Many-core IA-Based Architectures. SC Companion Mikhail Smelyanskiy, Jason Sewall, Dhiraj D. Kalamkar, Nadathur Satish, Pradeep Dubey, Nikita Astafiev, Ilya Burylov, Andrey Nikolaev, Sergey Maidanov, Shuo Li, Sunil Kulkarni, Charles H. Finan, Ekaterina Gonina
2012	A	`conf`	Billion-particle SIMD-friendly two-point correlation on large-scale HPC cluster systems. SC Jatin Chhugani, Changkyu Kim, Hemant Shukla, Jongsoo Park, Pradeep Dubey, John Shalf, Horst D. Simon
2012	A*	`conf`	Can traditional programming bridge the Ninja performance gap for parallel computing applications? ISCA Nadathur Satish, Changkyu Kim, Jatin Chhugani, Hideki Saito, Rakesh Krishnaiyer, Mikhail Smelyanskiy, Milind Girkar, Pradeep Dubey
2012	—	`conf`	CloudRAMSort: fast and efficient large-scale distributed RAM sort on shared-nothing cluster. SIGMOD Conference Changkyu Kim, Jongsoo Park, Nadathur Satish, Hongrae Lee, Pradeep Dubey, Jatin Chhugani
2012	—	`ch.`	Emerging Applications. Fundamentals of Multicore Software Development Pradeep Dubey
2012	A	`conf`	Fast and Efficient Graph Traversal Algorithm for CPUs: Maximizing Single-Node Efficiency. IPDPS Jatin Chhugani, Nadathur Satish, Changkyu Kim, Jason Sewall, Pradeep Dubey
2012	A	`conf`	GPP-Grep: High-Speed Regular Expression Processing Engine on General Purpose Processors. RAID Victor C. Valgenti, Jatin Chhugani, Yan Sun, Nadathur Satish, Min Sik Kim, Changkyu Kim, Pradeep Dubey
2012	A	`conf`	High Performance Non-uniform FFT on Modern X86-based Multi-core Systems. IPDPS Dhiraj D. Kalamkar, Joshua D. Trzasko, Srinivas Sridharan, Mikhail Smelyanskiy, Daehyun Kim, Armando Manduca, Yunhong Shu, Matt A. Bernstein, Bharat Kaul, Pradeep Dubey
2012	A	`conf`	Large-scale energy-efficient graph traversal: a path to efficient data-intensive supercomputing. SC Nadathur Satish, Changkyu Kim, Jatin Chhugani, Pradeep Dubey
2012	J	`jnl`	Large-scale fluid simulation using velocity-vorticity domain decomposition. ACM Trans. Graph. Abhinav Golas, Rahul Narain, Jason Sewall, Pavel Krajcevski, Pradeep Dubey, Ming C. Lin
2012	A	`conf`	Optimization of geometric multigrid for emerging multi- and manycore processors. SC Samuel Williams, Dhiraj D. Kalamkar, Amik Singh, Anand M. Deshpande, Brian van Straalen, Mikhail Smelyanskiy, Ann S. Almgren, Pradeep Dubey, John Shalf, Leonid Oliker
2011	J	`jnl`	Designing and dynamically load balancing hybrid LU for multi/many-core. Comput. Sci. Res. Dev. Michael Deisher, Mikhail Smelyanskiy, Brian Nickerson, Victor W. Lee, Michael Chuvelev, Pradeep Dubey
2011	J	`jnl`	Designing fast architecture-sensitive tree search on modern multicore/many-core processors. ACM Trans. Database Syst. Changkyu Kim, Jatin Chhugani, Nadathur Satish, Eric Sedlar, Anthony D. Nguyen, Tim Kaldewey, Victor W. Lee, Scott A. Brandt, Pradeep Dubey
2011	J	`jnl`	Fast Updates on Read-Optimized Databases Using Multi-Core CPUs CoRR Jens Krüger, Changkyu Kim, Martin Grund, Nadathur Satish, David Schwalb, Jatin Chhugani, Hasso Plattner, Pradeep Dubey, Alexander Zeier
2011	J	`jnl`	Fast Updates on Read-Optimized Databases Using Multi-Core CPUs. Proc. VLDB Endow. Jens Krüger, Changkyu Kim, Martin Grund, Nadathur Satish, David Schwalb, Jatin Chhugani, Hasso Plattner, Pradeep Dubey, Alexander Zeier
2011	J	`jnl`	High-Performance 3D Compressive Sensing MRI Reconstruction Using Many-Core Architectures. Int. J. Biomed. Imaging Daehyun Kim, Joshua Trzasko, Mikhail Smelyanskiy, Clifton Haider, Pradeep Dubey, Armando Manduca
2011	A	`conf`	High-performance lattice QCD for multi-core based parallel systems using a cache-friendly hybrid threaded-MPI approach. SC Mikhail Smelyanskiy, Karthikeyan Vaidyanathan, Jee W. Choi, Bálint Joó, Jatin Chhugani, Michael A. Clark, Pradeep Dubey
2011	—	`conf`	Interactive hybrid simulation of large-scale traffic. SIGGRAPH Talks Jason Sewall, David Wilkie, Ming C. Lin, Pradeep Dubey
2011	J	`jnl`	PALM: Parallel Architecture-Friendly Latch-Free Modifications to B+ Trees on Many-Core Processors. Proc. VLDB Endow. Jason Sewall, Jatin Chhugani, Changkyu Kim, Nadathur Satish, Pradeep Dubey
2011	—	`conf`	PhysBAM: physically based simulation. SIGGRAPH Courses Pradeep Dubey, Pat Hanrahan, Ronald Fedkiw, Michael Lentine, Craig A. Schroeder
2010	A	`conf`	3.5-D Blocking Optimization for Stencil Computations on Modern CPUs and GPUs. SC Anthony D. Nguyen, Nadathur Satish, Jatin Chhugani, Changkyu Kim, Pradeep Dubey
2010	J	`jnl`	A celebration of Robert Aumann's achievements on the occasion of his 80th birthday. Games Econ. Behav. Pradeep Dubey, Eric Maskin, Yair Tauman
2010	J	`jnl`	Credit cards and inflation. Games Econ. Behav. John Geanakoplos, Pradeep Dubey
2010	A*	`conf`	Debunking the 100X GPU vs. CPU myth: an evaluation of throughput computing on CPU and GPU. ISCA Victor W. Lee, Changkyu Kim, Jatin Chhugani, Michael Deisher, Daehyun Kim, Anthony D. Nguyen, Nadathur Satish, Mikhail Smelyanskiy, Srinivas Chennupaty, Per Hammarlund, Ronak Singhal, Pradeep Dubey
2010	—	`conf`	FAST: fast architecture sensitive tree search on modern CPUs and GPUs. SIGMOD Conference Changkyu Kim, Jatin Chhugani, Nadathur Satish, Eric Sedlar, Anthony D. Nguyen, Tim Kaldewey, Victor W. Lee, Scott A. Brandt, Pradeep Dubey
2010	—	`conf`	Fast sort on CPUs and GPUs: a case for bandwidth oblivious SIMD sort. SIGMOD Conference Nadathur Satish, Changkyu Kim, Jatin Chhugani, Anthony D. Nguyen, Victor W. Lee, Daehyun Kim, Pradeep Dubey
2010	J	`jnl`	Grading exams: 100, 99, 98, ... or A, B, C? Games Econ. Behav. Pradeep Dubey, John Geanakoplos
2010	—	`conf`	PLEdestrians: A Least-Effort Approach to Crowd Simulation. Symposium on Computer Animation Stephen J. Guy, Jatin Chhugani, Sean Curtis, Pradeep Dubey, Ming C. Lin, Dinesh Manocha
2009	—	`conf`	ClearPath: highly parallel collision avoidance for multi-agent simulation. Symposium on Computer Animation Stephen J. Guy, Jatin Chhugani, Changkyu Kim, Nadathur Satish, Ming C. Lin, Dinesh Manocha, Pradeep Dubey
2009	C	`conf`	Interactive Modeling, Simulation and Control of Large-Scale Crowds and Traffic. MIG Ming C. Lin, Stephen J. Guy, Rahul Narain, Jason Sewall, Sachin Patil, Jatin Chhugani, Abhinav Golas, Jur P. van den Berg, Sean Curtis, David Wilkie, Paul Merrell, Changkyu Kim, Nadathur Satish, Pradeep Dubey, Dinesh Manocha
2009	J	`jnl`	Larrabee: A Many-Core x86 Architecture for Visual Computing. IEEE Micro Larry Seiler, Doug Carmean, Eric Sprangle, Tom Forsyth, Pradeep Dubey, Stephen Junkins, Adam T. Lake, Robert Cavin, Roger Espasa, Ed Grochowski, Toni Juan, Michael Abrash, Jeremy Sugerman, Pat Hanrahan
2009	J	`jnl`	Mapping High-Fidelity Volume Rendering for Medical Imaging to CPU, GPU and Many-Core Architectures. IEEE Trans. Vis. Comput. Graph. Mikhail Smelyanskiy, David R. Holmes III, Jatin Chhugani, Alan Larson, Doug Carmean, Dennis P. Hanson, Pradeep Dubey, Kurt Augustine, Daehyun Kim, Alan Kyker, Victor W. Lee, Anthony D. Nguyen, Larry Seiler, Richard A. Robb
2009	J	`jnl`	Perfect competition in an oligopoly (including bilateral monopoly). Games Econ. Behav. Pradeep Dubey, Dieter Sondermann
2009	J	`jnl`	Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs. Proc. VLDB Endow. Changkyu Kim, Eric Sedlar, Jatin Chhugani, Tim Kaldewey, Anthony D. Nguyen, Andrea Di Blas, Victor W. Lee, Nadathur Satish, Pradeep Dubey
2008	J	`jnl`	Convergence of Recognition, Mining, and Synthesis Workloads and Its Implications. Proc. IEEE Yen-Kuang Chen, Jatin Chhugani, Pradeep Dubey, Christopher J. Hughes, Daehyun Kim, Sanjeev Kumar, Victor W. Lee, Anthony D. Nguyen, Mikhail Smelyanskiy
2008	J	`jnl`	Efficient implementation of sorting on multi-core SIMD CPU architecture. Proc. VLDB Endow. Jatin Chhugani, Anthony D. Nguyen, Victor W. Lee, William Macy, Mostafa Hagog, Yen-Kuang Chen, Akram Baransi, Sanjeev Kumar, Pradeep Dubey
2008	J	`jnl`	Larrabee: a many-core x86 architecture for visual computing. ACM Trans. Graph. Larry Seiler, Doug Carmean, Eric Sprangle, Tom Forsyth, Michael Abrash, Pradeep Dubey, Stephen Junkins, Adam T. Lake, Jeremy Sugerman, Robert Cavin, Roger Espasa, Ed Grochowski, Toni Juan, Pat Hanrahan
2008	J	`jnl`	Second Life and the New Generation of Virtual Worlds. Computer Sanjeev Kumar, Jatin Chhugani, Changkyu Kim, Daehyun Kim, Anthony D. Nguyen, Pradeep Dubey, Christian Bienia, Youngmin Kim
2007	J	`jnl`	Cache-conscious frequent pattern mining on modern and emerging processors. VLDB J. Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony D. Nguyen, Yen-Kuang Chen, Pradeep Dubey
2007	A	`conf`	Scaling performance of interior-point method on large-scale chip multiprocessor system. SC Mikhail Smelyanskiy, Victor W. Lee, Daehyun Kim, Anthony D. Nguyen, Pradeep Dubey
2006	—	`conf`	Competing for Customers in a Social Network: The Quasi-linear Case. WINE Pradeep Dubey, Rahul Garg, Bernard De Meyer
2006	—	`conf`	Games of Connectivity. WINE Pradeep Dubey, Rahul Garg
2006	J	`jnl`	Strategic complements and substitutes, and potential games. Games Econ. Behav. Pradeep Dubey, Ori Haimanko, Andriy Zapechelnyuk
2005	C	`conf`	A Characterization of Data Mining Workloads on a Modern Processor. DaMoN Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony D. Nguyen, Yen-Kuang Chen, Pradeep Dubey
2005	A*	`conf`	Cache-conscious Frequent Pattern Mining on a Modern Processor. VLDB Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony D. Nguyen, Yen-Kuang Chen, Pradeep Dubey
2005	J	`jnl`	Compound voting and the Banzhaf index. Games Econ. Behav. Pradeep Dubey, Ezra Einy, Ori Haimanko
2004	J	`jnl`	Learning with perfect information. Games Econ. Behav. Pradeep Dubey, Ori Haimanko
2003	J	`jnl`	Optimal scrutiny in multi-period promotion tournaments. Games Econ. Behav. Pradeep Dubey, Ori Haimanko
2000	B	`conf`	Compression Tolerant Watermarking for Image Verification. ICIP Harpal S. Bassali, Jatin Chhugani, Saurabh Agarwal, Alok Aggarwal, Pradeep Dubey
1997	Misc	`conf`	Characterizing vulnerability of parallelism to resource constraints. HiPC V. Vivekanand, K. Gopinath, Pradeep Dubey
1986	J	`jnl`	Inefficiency of Nash Equilibria. Math. Oper. Res. Pradeep Dubey
1984	J	`jnl`	Totally balanced games arising from controlled programming problems. Math. Program. Pradeep Dubey, Lloyd S. Shapley
1981	J	`jnl`	Information Conditions, Communication and General Equilibrium. Math. Oper. Res. Pradeep Dubey, Martin Shubik
1981	J	`jnl`	Value Theory Without Efficiency. Math. Oper. Res. Pradeep Dubey, Abraham Neyman, Robert James Weber
1980	J	`jnl`	Asymptotic Semivalues and a Short Proof of Kannai's Theorem. Math. Oper. Res. Pradeep Dubey
1979	J	`jnl`	Mathematical Properties of the Banzhaf Power Index. Math. Oper. Res. Pradeep Dubey, Lloyd S. Shapley