Mauricio J. Serrano

Publication Activity (10 Years)

Years Active: 1992-2022
Publications (10 Years): 14

Top Topics

Speech Recognition

Top Venues

IBM J. Res. Dev.

Conf. Computing Frontiers

Publications

Andrea Fasoli, Chia-Yu Chen, Mauricio J. Serrano, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Kailash Gopalakrishnan
Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization. INTERSPEECH (2022)
Andrea Fasoli, Chia-Yu Chen, Mauricio J. Serrano, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Kailash Gopalakrishnan
Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization. CoRR (2022)
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
4-Bit Quantization of LSTM-Based Speech Recognition Models. Interspeech (2021)
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
RaPiD: AI Accelerator for Ultra-low Precision Training and Inference. ISCA (2021)
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
4-bit Quantization of LSTM-based Speech Recognition Models. CoRR (2021)
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
Efficient AI System Design With Cross-Layer Approximate Computing. Proc. IEEE 108 (12) (2020)
Mauricio J. Serrano
Efficient implementation of sparse matrix-sparse vector multiplication for large scale graph analytics. HPEC (2019)
Minsik Cho, Ulrich Finkler, Mauricio J. Serrano, David S. Kung, Hillery C. Hunter
BlueConnect: Decomposing all-reduce for deep learning on heterogeneous network hierarchy. IBM J. Res. Dev. 63 (6) (2019)
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
DeepTools: Compiler and Execution Runtime Extensions for RaPiD AI Accelerator. IEEE Micro 39 (5) (2019)
William Horn, Manoj Kumar, Joefon Jann, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Gabriel Tanase, Hao Yu
Graph Programming Interface (GPI): A Linear Algebra Programming Model for Large Scale Graph Computations. Int. J. Parallel Program. 46 (2) (2018)
Jeremy Kepner, Manoj Kumar, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Henry M. Tufo
Enabling massive deep neural networks with the GraphBLAS. HPEC (2017)
Jeremy Kepner, Manoj Kumar, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Henry M. Tufo
Enabling Massive Deep Neural Networks with the GraphBLAS. CoRR (2017)
Manoj Kumar, Mauricio J. Serrano, José E. Moreira, Pratap Pattnaik, William P. Horn, Joefon Jann, Gabriel Tanase
Efficient implementation of scatter-gather operations for large scale graph analytics. HPEC (2016)
Kattamuri Ekanadham, William P. Horn, Manoj Kumar, Joefon Jann, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Gabriel Tanase, Hao Yu
Graph programming interface (GPI): a linear algebra programming model for large scale graph computations. Conf. Computing Frontiers (2016)
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
Active Memory Cube: A processing-in-memory architecture for exascale systems. IBM J. Res. Dev. 59 (2/3) (2015)
Haichuan Wang, Peng Wu, Ilie Gabriel Tanase, Mauricio J. Serrano, José E. Moreira
Simple, portable and fast SIMD intrinsic programming: generic simd library. WPMVP@PPoPP (2014)
Mauricio J. Serrano
Trace construction using enhanced performance monitoring. Conf. Computing Frontiers (2013)
Hiroshige Hayashizaki, Peng Wu, Hiroshi Inoue, Mauricio J. Serrano, Toshio Nakatani
Improving the performance of trace-based systems by false loop filtering. ASPLOS (2011)
Mauricio J. Serrano, Xiaotong Zhuang
Building Approximate Calling Context from Partial Call Traces. CGO (2009)
Mauricio J. Serrano, Xiaotong Zhuang
Placement optimization using data context collected during garbage collection. ISMM (2009)
Xiaotong Zhuang, Suhyun Kim, Mauricio J. Serrano, Jong-Deok Choi
Perfdiff: a framework for performance difference analysis in a virtual machine environment. CGO (2008)
Priya Nagpurkar, Harold W. Cain, Mauricio J. Serrano, Jong-Deok Choi, Chandra Krintz
Call-chain Software Instruction Prefetching in J2EE Server Applications. PACT (2007)
Xiaotong Zhuang, Mauricio J. Serrano, Harold W. Cain, Jong-Deok Choi
Accurate, efficient, and adaptive calling context profiling. PLDI (2006)
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
Whole-Stack Analysis and Optimization of Commercial Workloads on Server Systems. NPC (2004)
Ali-Reza Adl-Tabatabai, Richard L. Hudson, Mauricio J. Serrano, Sreenivas Subramoney
Prefetch inection based on hardware monitoring and object metadata. PLDI (2004)
Jong-Deok Choi, Manish Gupta, Mauricio J. Serrano, Vugranam C. Sreedhar, Samuel P. Midkiff
Stack allocation and synchronization optimizations for Java using escape analysis. ACM Trans. Program. Lang. Syst. 25 (6) (2003)
Youfeng Wu, Mauricio J. Serrano, Rakesh Krishnaiyer, Wei Li, Jesse Fang
Value-Profile Guided Stride Prefetching for Irregular Code. CC (2002)
Pramod G. Joisha, Samuel P. Midkiff, Mauricio J. Serrano, Manish Gupta
Efficiently Adapting Java Binaries in Limited Memory Contexts. Int. J. Parallel Program. 30 (4) (2002)
Pramod G. Joisha, Samuel P. Midkiff, Mauricio J. Serrano, Manish Gupta
A framework for efficient reuse of binary code in Java. ICS (2001)
Vivek Sarkar, Mauricio J. Serrano, Barbara B. Simons
Register-sensitive selection, duplication, and sequencing of instructions. ICS (2001)
Yefim Shuf, Mauricio J. Serrano, Manish Gupta, Jaswinder Pal Singh
Characterizing the memory behavior of Java workloads: a structured view and opportunities for optimizations. SIGMETRICS/Performance (2001)
Mauricio J. Serrano, Rajesh Bordawekar, Samuel P. Midkiff, Manish Gupta
Quicksilver: a quasi-static compiler for Java. OOPSLA (2000)
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
The Jalapeño virtual machine. IBM Syst. J. 39 (1) (2000)
Jong-Deok Choi, Manish Gupta, Mauricio J. Serrano, Vugranam C. Sreedhar, Samuel P. Midkiff
Escape Analysis for Java. OOPSLA (1999)
Craig Chambers, Igor Pechtchanski, Vivek Sarkar, Mauricio J. Serrano, Harini Srinivasan
Dependence Analysis for Java. LCPC (1999)
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
The Jalapeño Dynamic Optimizing Compiler for Java. Java Grande (1999)
David F. Bacon, Ravi B. Konuru, Chet Murthy, Mauricio J. Serrano
Thin locks: featherweight Synchronization for Java (with retrospective) Best of PLDI (1998)
David F. Bacon, Ravi B. Konuru, Chet Murthy, Mauricio J. Serrano
Thin Locks: Featherweight Synchronization for Java. PLDI (1998)
Mauricio J. Serrano
Performance Estimation in a Simultaneous Multithreading Processor. MASCOTS (1996)
Jyh-Herng Chow, Yong-Fong Lee, Kalyan Muthukumar, Vivek Sarkar, Mauricio J. Serrano, Iris Garcia, John Hsu, Shauchi Ong, Honesty C. Young
Optimized code restructuring of OS/2 executables. CASCON (1995)
Wayne Yamamoto, Mauricio J. Serrano, Adam R. Talcott, Roger C. Wood, Mario Nemirovsky
Performance Estimation of Multistreamed, Supersealar Processors. HICSS (1) (1994)
Adam R. Talcott, Wayne Yamamoto, Mauricio J. Serrano, Roger C. Wood, Mario Nemirovsky
The Impact of Unresolved Branches on Branch Prediction Scheme Performance. ISCA (1994)
Mauricio J. Serrano, Wayne Yamamoto, Roger C. Wood, Mario Nemirovsky
A Model for Performance Estimation in a Multistreamed Superscalar Processor. Computer Performance Evaluation (1994)
Mauricio J. Serrano, Behrooz Parhami
Optimal Architectures and Algorithms for Mesh-Connected Parallel Computers with Separable Row/Column Buses. IEEE Trans. Parallel Distributed Syst. 4 (10) (1993)
Mauricio J. Serrano, Behrooz Parhami
Optimal Aspect Ratio and Number of Separable Row/Column Buses for Mesh-Connected Parallel Computers. IPPS (1992)