Mauricio J. Serrano

45 papers A* 6A 8B 3C 2Journal 12Unranked 14

Year	Rank	Type	Title / Venue / Authors
2022	A	`conf`	Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization. INTERSPEECH Andrea Fasoli, Chia-Yu Chen, Mauricio J. Serrano, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Kailash Gopalakrishnan
2022	J	`jnl`	Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization. CoRR Andrea Fasoli, Chia-Yu Chen, Mauricio J. Serrano, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Kailash Gopalakrishnan
2021	A	`conf`	4-Bit Quantization of LSTM-Based Speech Recognition Models. Interspeech Andrea Fasoli, Chia-Yu Chen, Mauricio J. Serrano, Xiao Sun, Naigang Wang, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Wei Zhang, Zoltán Tüske, Kailash Gopalakrishnan
2021	J	`jnl`	4-bit Quantization of LSTM-based Speech Recognition Models. CoRR Andrea Fasoli, Chia-Yu Chen, Mauricio J. Serrano, Xiao Sun, Naigang Wang, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Wei Zhang, Zoltán Tüske, Kailash Gopalakrishnan
2021	A*	`conf`	RaPiD: AI Accelerator for Ultra-low Precision Training and Inference. ISCA Swagath Venkataramani, Vijayalakshmi Srinivasan, Wei Wang, Sanchari Sen, Jintao Zhang, Ankur Agrawal, Monodeep Kar, Shubham Jain, Alberto Mannari, Hoang Tran, Yulong Li, Eri Ogawa, Kazuaki Ishizaki, Hiroshi Inoue, Marcel Schaal, Mauricio J. Serrano, Jungwook Choi, Xiao Sun, Naigang Wang, Chia-Yu Chen, Allison Allain, James Bonanno, Nianzheng Cao, Robert Casatuta, Matthew Cohen, Bruce M. Fleischer, Michael Guillorn, Howard Haynie, Jinwook Jung, Mingu Kang, Kyu-Hyoun Kim, Siyu Koswatta, Sae Kyu Lee, Martin Lutz, Silvia M. Mueller, Jinwook Oh, Ashish Ranjan, Zhibin Ren, Scot Rider, Kerstin Schelm, Michael Scheuermann, Joel Silberman, Jie Yang, Vidhi Zalani, Xin Zhang, Ching Zhou, Matthew M. Ziegler, Vinay Shah, Moriyoshi Ohara, Pong-Fei Lu, Brian W. Curran, Sunil Shukla, Leland Chang, Kailash Gopalakrishnan
2020	J	`jnl`	Efficient AI System Design With Cross-Layer Approximate Computing. Proc. IEEE Swagath Venkataramani, Xiao Sun, Naigang Wang, Chia-Yu Chen, Jungwook Choi, Mingu Kang, Ankur Agarwal, Jinwook Oh, Shubham Jain, Tina Babinsky, Nianzheng Cao, Thomas W. Fox, Bruce M. Fleischer, George Gristede, Michael Guillorn, Howard Haynie, Hiroshi Inoue, Kazuaki Ishizaki, Michael J. Klaiber, Shih-Hsien Lo, Gary W. Maier, Silvia M. Mueller, Michael Scheuermann, Eri Ogawa, Marcel Schaal, Mauricio J. Serrano, Joel Silberman, Christos Vezyrtzis, Wei Wang, Fanchieh Yee, Jintao Zhang, Matthew M. Ziegler, Ching Zhou, Moriyoshi Ohara, Pong-Fei Lu, Brian W. Curran, Sunil Shukla, Vijayalakshmi Srinivasan, Leland Chang, Kailash Gopalakrishnan
2019	J	`jnl`	BlueConnect: Decomposing all-reduce for deep learning on heterogeneous network hierarchy. IBM J. Res. Dev. Minsik Cho, Ulrich Finkler, Mauricio J. Serrano, David S. Kung, Hillery C. Hunter
2019	J	`jnl`	DeepTools: Compiler and Execution Runtime Extensions for RaPiD AI Accelerator. IEEE Micro Swagath Venkataramani, Jungwook Choi, Vijayalakshmi Srinivasan, Wei Wang, Jintao Zhang, Marcel Schaal, Mauricio J. Serrano, Kazuaki Ishizaki, Hiroshi Inoue, Eri Ogawa, Moriyoshi Ohara, Leland Chang, Kailash Gopalakrishnan
2019	—	`conf`	Efficient implementation of sparse matrix-sparse vector multiplication for large scale graph analytics. HPEC Mauricio J. Serrano
2018	J	`jnl`	Graph Programming Interface (GPI): A Linear Algebra Programming Model for Large Scale Graph Computations. Int. J. Parallel Program. William Horn, Manoj Kumar, Joefon Jann, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Gabriel Tanase, Hao Yu
2017	J	`jnl`	Enabling Massive Deep Neural Networks with the GraphBLAS. CoRR Jeremy Kepner, Manoj Kumar, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Henry M. Tufo
2017	—	`conf`	Enabling massive deep neural networks with the GraphBLAS. HPEC Jeremy Kepner, Manoj Kumar, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Henry M. Tufo
2016	—	`conf`	Efficient implementation of scatter-gather operations for large scale graph analytics. HPEC Manoj Kumar, Mauricio J. Serrano, José E. Moreira, Pratap Pattnaik, William P. Horn, Joefon Jann, Gabriel Tanase
2016	—	`conf`	Graph programming interface (GPI): a linear algebra programming model for large scale graph computations. Conf. Computing Frontiers Kattamuri Ekanadham, William P. Horn, Manoj Kumar, Joefon Jann, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Gabriel Tanase, Hao Yu
2015	J	`jnl`	Active Memory Cube: A processing-in-memory architecture for exascale systems. IBM J. Res. Dev. Ravi Nair, Samuel Antão, Carlo Bertolli, Pradip Bose, José R. Brunheroto, Tong Chen, Chen-Yong Cher, Carlos H. A. Costa, J. Doi, Constantinos Evangelinos, Bruce M. Fleischer, Thomas W. Fox, Diego S. Gallo, Leopold Grinberg, John A. Gunnels, Arpith C. Jacob, P. Jacob, Hans M. Jacobson, Tejas Karkhanis, C. Kim, Jaime H. Moreno, John K. O'Brien, Martin Ohmacht, Yoonho Park, Daniel A. Prener, Bryan S. Rosenburg, Kyung Dong Ryu, Olivier Sallenave, Mauricio J. Serrano, P. D. M. Siegl, Krishnan Sugavanam, Zehra Sura
2014	—	`conf`	Simple, portable and fast SIMD intrinsic programming: generic simd library. WPMVP@PPoPP Haichuan Wang, Peng Wu, Ilie Gabriel Tanase, Mauricio J. Serrano, José E. Moreira
2013	—	`conf`	Trace construction using enhanced performance monitoring. Conf. Computing Frontiers Mauricio J. Serrano
2011	A*	`conf`	Improving the performance of trace-based systems by false loop filtering. ASPLOS Hiroshige Hayashizaki, Peng Wu, Hiroshi Inoue, Mauricio J. Serrano, Toshio Nakatani
2009	A	`conf`	Building Approximate Calling Context from Partial Call Traces. CGO Mauricio J. Serrano, Xiaotong Zhuang
2009	C	`conf`	Placement optimization using data context collected during garbage collection. ISMM Mauricio J. Serrano, Xiaotong Zhuang
2008	A	`conf`	Perfdiff: a framework for performance difference analysis in a virtual machine environment. CGO Xiaotong Zhuang, Suhyun Kim, Mauricio J. Serrano, Jong-Deok Choi
2007	B	`conf`	Call-chain Software Instruction Prefetching in J2EE Server Applications. PACT Priya Nagpurkar, Harold W. Cain, Mauricio J. Serrano, Jong-Deok Choi, Chandra Krintz
2006	A*	`conf`	Accurate, efficient, and adaptive calling context profiling. PLDI Xiaotong Zhuang, Mauricio J. Serrano, Harold W. Cain, Jong-Deok Choi
2004	A*	`conf`	Prefetch inection based on hardware monitoring and object metadata. PLDI Ali-Reza Adl-Tabatabai, Richard L. Hudson, Mauricio J. Serrano, Sreenivas Subramoney
2004	C	`conf`	Whole-Stack Analysis and Optimization of Commercial Workloads on Server Systems. NPC C. Richard Attanasio, Jong-Deok Choi, Niteesh Dubey, Kattamuri Ekanadham, Manish Gupta, Tatsushi Inagaki, Kazuaki Ishizaki, Joefon Jann, Robert D. Johnson, Toshio Nakatani, Il Park, Pratap Pattnaik, Mauricio J. Serrano, Stephen E. Smith, Ian M. Steiner, Yefim Shuf
2003	J	`jnl`	Stack allocation and synchronization optimizations for Java using escape analysis. ACM Trans. Program. Lang. Syst. Jong-Deok Choi, Manish Gupta, Mauricio J. Serrano, Vugranam C. Sreedhar, Samuel P. Midkiff
2002	J	`jnl`	Efficiently Adapting Java Binaries in Limited Memory Contexts. Int. J. Parallel Program. Pramod G. Joisha, Samuel P. Midkiff, Mauricio J. Serrano, Manish Gupta
2002	B	`conf`	Value-Profile Guided Stride Prefetching for Irregular Code. CC Youfeng Wu, Mauricio J. Serrano, Rakesh Krishnaiyer, Wei Li, Jesse Fang
2001	A	`conf`	A framework for efficient reuse of binary code in Java. ICS Pramod G. Joisha, Samuel P. Midkiff, Mauricio J. Serrano, Manish Gupta
2001	—	`conf`	Characterizing the memory behavior of Java workloads: a structured view and opportunities for optimizations. SIGMETRICS/Performance Yefim Shuf, Mauricio J. Serrano, Manish Gupta, Jaswinder Pal Singh
2001	A	`conf`	Register-sensitive selection, duplication, and sequencing of instructions. ICS Vivek Sarkar, Mauricio J. Serrano, Barbara B. Simons
2000	A	`conf`	Quicksilver: a quasi-static compiler for Java. OOPSLA Mauricio J. Serrano, Rajesh Bordawekar, Samuel P. Midkiff, Manish Gupta
2000	J	`jnl`	The Jalapeño virtual machine. IBM Syst. J. Bowen Alpern, C. Richard Attanasio, John J. Barton, Michael G. Burke, Perry Cheng, Jong-Deok Choi, Anthony Cocchi, Stephen J. Fink, David Grove, Michael Hind, Susan Flynn Hummel, Derek Lieber, Vassily Litvinov, Mark F. Mergen, Ton Ngo, James R. Russell, Vivek Sarkar, Mauricio J. Serrano, Janice C. Shepherd, Stephen E. Smith, Vugranam C. Sreedhar, Harini Srinivasan, John Whaley
1999	—	`conf`	Dependence Analysis for Java. LCPC Craig Chambers, Igor Pechtchanski, Vivek Sarkar, Mauricio J. Serrano, Harini Srinivasan
1999	A	`conf`	Escape Analysis for Java. OOPSLA Jong-Deok Choi, Manish Gupta, Mauricio J. Serrano, Vugranam C. Sreedhar, Samuel P. Midkiff
1999	—	`conf`	The Jalapeño Dynamic Optimizing Compiler for Java. Java Grande Michael G. Burke, Jong-Deok Choi, Stephen J. Fink, David Grove, Michael Hind, Vivek Sarkar, Mauricio J. Serrano, Vugranam C. Sreedhar, Harini Srinivasan, John Whaley
1998	A*	`conf`	Thin Locks: Featherweight Synchronization for Java. PLDI David F. Bacon, Ravi B. Konuru, Chet Murthy, Mauricio J. Serrano
1998	—	`conf`	Thin locks: featherweight Synchronization for Java (with retrospective) Best of PLDI David F. Bacon, Ravi B. Konuru, Chet Murthy, Mauricio J. Serrano
1996	B	`conf`	Performance Estimation in a Simultaneous Multithreading Processor. MASCOTS Mauricio J. Serrano
1995	—	`conf`	Optimized code restructuring of OS/2 executables. CASCON Jyh-Herng Chow, Yong-Fong Lee, Kalyan Muthukumar, Vivek Sarkar, Mauricio J. Serrano, Iris Garcia, John Hsu, Shauchi Ong, Honesty C. Young
1994	—	`conf`	A Model for Performance Estimation in a Multistreamed Superscalar Processor. Computer Performance Evaluation Mauricio J. Serrano, Wayne Yamamoto, Roger C. Wood, Mario Nemirovsky
1994	—	`conf`	Performance Estimation of Multistreamed, Supersealar Processors. HICSS (1) Wayne Yamamoto, Mauricio J. Serrano, Adam R. Talcott, Roger C. Wood, Mario Nemirovsky
1994	A*	`conf`	The Impact of Unresolved Branches on Branch Prediction Scheme Performance. ISCA Adam R. Talcott, Wayne Yamamoto, Mauricio J. Serrano, Roger C. Wood, Mario Nemirovsky
1993	J	`jnl`	Optimal Architectures and Algorithms for Mesh-Connected Parallel Computers with Separable Row/Column Buses. IEEE Trans. Parallel Distributed Syst. Mauricio J. Serrano, Behrooz Parhami
1992	—	`conf`	Optimal Aspect Ratio and Number of Separable Row/Column Buses for Mesh-Connected Parallel Computers. IPPS Mauricio J. Serrano, Behrooz Parhami