Mauricio J. Serrano

According to our database, Mauricio J. Serrano authored at least 42 papers between 1992 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2022

Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization.

Andrea Fasoli, Chia-Yu Chen, Mauricio J. Serrano, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Kailash Gopalakrishnan

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

RaPiD: AI Accelerator for Ultra-low Precision Training and Inference.

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

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

4-Bit Quantization of LSTM-Based Speech Recognition Models.

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

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Efficient AI System Design With Cross-Layer Approximate Computing.

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

Proc. IEEE, 2020

2019

DeepTools: Compiler and Execution Runtime Extensions for RaPiD AI Accelerator.

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

IEEE Micro, 2019

BlueConnect: Decomposing all-reduce for deep learning on heterogeneous network hierarchy.

Minsik Cho, Ulrich Finkler, Mauricio J. Serrano, David S. Kung, Hillery C. Hunter

IBM J. Res. Dev., 2019

Efficient implementation of sparse matrix-sparse vector multiplication for large scale graph analytics.

Mauricio J. Serrano

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

2018

Graph Programming Interface (GPI): A Linear Algebra Programming Model for Large Scale Graph Computations.

William Horn, Manoj Kumar, Joefon Jann, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Gabriel Tanase, Hao Yu

Int. J. Parallel Program., 2018

2017

Enabling massive deep neural networks with the GraphBLAS.

Jeremy Kepner, Manoj Kumar, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Henry M. Tufo

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

2016

Efficient implementation of scatter-gather operations for large scale graph analytics.

Manoj Kumar, Mauricio J. Serrano, José E. Moreira, Pratap Pattnaik, William P. Horn, Joefon Jann, Gabriel Tanase

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Graph programming interface (GPI): a linear algebra programming model for large scale graph computations.

Kattamuri Ekanadham, William P. Horn, Manoj Kumar, Joefon Jann, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Gabriel Tanase, Hao Yu

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

2015

Active Memory Cube: A processing-in-memory architecture for exascale systems.

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

IBM J. Res. Dev., 2015

2014

Simple, portable and fast SIMD intrinsic programming: generic simd library.

Haichuan Wang, Peng Wu, Ilie Gabriel Tanase, Mauricio J. Serrano, José E. Moreira

Proceedings of the 2014 Workshop on Programming models for SIMD/Vector processing, 2014

2013

Trace construction using enhanced performance monitoring.

Mauricio J. Serrano

Proceedings of the Computing Frontiers Conference, 2013

2011

Improving the performance of trace-based systems by false loop filtering.

Hiroshige Hayashizaki, Peng Wu, Hiroshi Inoue, Mauricio J. Serrano, Toshio Nakatani

Proceedings of the 16th International Conference on Architectural Support for Programming Languages and Operating Systems, 2011

2009

Placement optimization using data context collected during garbage collection.

Mauricio J. Serrano, Xiaotong Zhuang

Proceedings of the 8th International Symposium on Memory Management, 2009

Building Approximate Calling Context from Partial Call Traces.

Mauricio J. Serrano, Xiaotong Zhuang

Proceedings of the CGO 2009, 2009

2008

Perfdiff: a framework for performance difference analysis in a virtual machine environment.

Xiaotong Zhuang, Suhyun Kim, Mauricio J. Serrano, Jong-Deok Choi

Proceedings of the Sixth International Symposium on Code Generation and Optimization (CGO 2008), 2008

2007

Call-chain Software Instruction Prefetching in J2EE Server Applications.

Priya Nagpurkar, Harold W. Cain, Mauricio J. Serrano, Jong-Deok Choi, Chandra Krintz

Proceedings of the 16th International Conference on Parallel Architectures and Compilation Techniques (PACT 2007), 2007

2006

Accurate, efficient, and adaptive calling context profiling.

Xiaotong Zhuang, Mauricio J. Serrano, Harold W. Cain, Jong-Deok Choi

Proceedings of the ACM SIGPLAN 2006 Conference on Programming Language Design and Implementation, 2006

2004

Prefetch inection based on hardware monitoring and object metadata.

Ali-Reza Adl-Tabatabai, Richard L. Hudson, Mauricio J. Serrano, Sreenivas Subramoney

Proceedings of the ACM SIGPLAN 2004 Conference on Programming Language Design and Implementation 2004, 2004

Whole-Stack Analysis and Optimization of Commercial Workloads on Server Systems.

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

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

2003

Stack allocation and synchronization optimizations for Java using escape analysis.

Jong-Deok Choi, Manish Gupta, Mauricio J. Serrano, Vugranam C. Sreedhar, Samuel P. Midkiff

ACM Trans. Program. Lang. Syst., 2003

2002

Efficiently Adapting Java Binaries in Limited Memory Contexts.

Pramod G. Joisha, Samuel P. Midkiff, Mauricio J. Serrano, Manish Gupta

Int. J. Parallel Program., 2002

Value-Profile Guided Stride Prefetching for Irregular Code.

Youfeng Wu, Mauricio J. Serrano, Rakesh Krishnaiyer, Wei Li, Jesse Fang

Proceedings of the Compiler Construction, 11th International Conference, 2002

2001

Characterizing the memory behavior of Java workloads: a structured view and opportunities for optimizations.

Yefim Shuf, Mauricio J. Serrano, Manish Gupta, Jaswinder Pal Singh

Proceedings of the Joint International Conference on Measurements and Modeling of Computer Systems, 2001

Register-sensitive selection, duplication, and sequencing of instructions.

Vivek Sarkar, Mauricio J. Serrano, Barbara B. Simons

Proceedings of the 15th international conference on Supercomputing, 2001

A framework for efficient reuse of binary code in Java.

Pramod G. Joisha, Samuel P. Midkiff, Mauricio J. Serrano, Manish Gupta

Proceedings of the 15th international conference on Supercomputing, 2001

2000

The Jalapeño virtual machine.

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

IBM Syst. J., 2000

Quicksilver: a quasi-static compiler for Java.

Mauricio J. Serrano, Rajesh Bordawekar, Samuel P. Midkiff, Manish Gupta

Proceedings of the 2000 ACM SIGPLAN Conference on Object-Oriented Programming Systems, 2000

1999

Escape Analysis for Java.

Jong-Deok Choi, Manish Gupta, Mauricio J. Serrano, Vugranam C. Sreedhar, Samuel P. Midkiff

Proceedings of the 1999 ACM SIGPLAN Conference on Object-Oriented Programming Systems, 1999

Dependence Analysis for Java.

Craig Chambers, Igor Pechtchanski, Vivek Sarkar, Mauricio J. Serrano, Harini Srinivasan

Proceedings of the Languages and Compilers for Parallel Computing, 1999

The Jalapeño Dynamic Optimizing Compiler for Java.

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

Proceedings of the ACM 1999 Conference on Java Grande, JAVA '99, San Francisco, CA, USA, 1999

1998

Thin locks: featherweight Synchronization for Java (with retrospective)

David F. Bacon, Ravi B. Konuru, Chet Murthy, Mauricio J. Serrano

Proceedings of the 20 Years of the ACM SIGPLAN Conference on Programming Language Design and Implementation 1979-1999, 1998

Thin Locks: Featherweight Synchronization for Java.

David F. Bacon, Ravi B. Konuru, Chet Murthy, Mauricio J. Serrano

Proceedings of the ACM SIGPLAN '98 Conference on Programming Language Design and Implementation (PLDI), 1998

1996

Performance Estimation in a Simultaneous Multithreading Processor.

Mauricio J. Serrano

Proceedings of the MASCOTS '96, 1996

1995

Optimized code restructuring of OS/2 executables.

Jyh-Herng Chow, Yong-Fong Lee, Kalyan Muthukumar, Vivek Sarkar, Mauricio J. Serrano, Iris Garcia, John Hsu, Shauchi Ong, Honesty C. Young

Proceedings of the 1995 Conference of the Centre for Advanced Studies on Collaborative Research, 1995

1994

The Impact of Unresolved Branches on Branch Prediction Scheme Performance.

Adam R. Talcott, Wayne Yamamoto, Mauricio J. Serrano, Roger C. Wood, Mario Nemirovsky

Proceedings of the 21st Annual International Symposium on Computer Architecture. Chicago, 1994

Performance Estimation of Multistreamed, Supersealar Processors.

Wayne Yamamoto, Mauricio J. Serrano, Adam R. Talcott, Roger C. Wood, Mario Nemirovsky

Proceedings of the 27th Annual Hawaii International Conference on System Sciences (HICSS-27), 1994

A Model for Performance Estimation in a Multistreamed Superscalar Processor.

Mauricio J. Serrano, Wayne Yamamoto, Roger C. Wood, Mario Nemirovsky

Proceedings of the Computer Performance Evaluation, 1994

1993

Optimal Architectures and Algorithms for Mesh-Connected Parallel Computers with Separable Row/Column Buses.

Mauricio J. Serrano, Behrooz Parhami

IEEE Trans. Parallel Distributed Syst., 1993

1992

Optimal Aspect Ratio and Number of Separable Row/Column Buses for Mesh-Connected Parallel Computers.

Mauricio J. Serrano, Behrooz Parhami

Proceedings of the 6th International Parallel Processing Symposium, 1992