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ORCIDMauricio J. Serrano
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2020 – today
- 2022
[c33]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: 2038-2042- [i3]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 abs/2206.07882 (2022) - 2021
- [c32]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: 2586-2590 - [c31]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: 153-166 - [i2]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 abs/2108.12074 (2021) - 2020
- [j9]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): 2232-2250 (2020)
2010 – 2019
- 2019
- [j8]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): 1:1-1:11 (2019) - [j7]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): 102-111 (2019) - [c30]Mauricio J. Serrano:
Efficient implementation of sparse matrix-sparse vector multiplication for large scale graph analytics. HPEC 2019: 1-7 - 2018
- [j6]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): 412-440 (2018) - 2017
- [c29]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: 1-10 - [i1]Jeremy Kepner, Manoj Kumar, José E. Moreira, Pratap Pattnaik, Mauricio J. Serrano, Henry M. Tufo:
Enabling Massive Deep Neural Networks with the GraphBLAS. CoRR abs/1708.02937 (2017) - 2016
- [c28]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: 72-81 - [c27]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: 1-7 - 2015
- [j5]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) - 2014
- [c26]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: 9-16 - 2013
- [c25]Mauricio J. Serrano:
Trace construction using enhanced performance monitoring. Conf. Computing Frontiers 2013: 34:1-34:10 - 2011
- [c24]Hiroshige Hayashizaki, Peng Wu, Hiroshi Inoue, Mauricio J. Serrano, Toshio Nakatani:
Improving the performance of trace-based systems by false loop filtering. ASPLOS 2011: 405-418
2000 – 2009
- 2009
- [c23]Mauricio J. Serrano, Xiaotong Zhuang:
Building Approximate Calling Context from Partial Call Traces. CGO 2009: 221-230 - [c22]Mauricio J. Serrano, Xiaotong Zhuang:
Placement optimization using data context collected during garbage collection. ISMM 2009: 69-78 - 2008
- [c21]Xiaotong Zhuang, Suhyun Kim, Mauricio J. Serrano, Jong-Deok Choi:
Perfdiff: a framework for performance difference analysis in a virtual machine environment. CGO 2008: 4-13 - 2007
- [c20]Priya Nagpurkar, Harold W. Cain, Mauricio J. Serrano, Jong-Deok Choi, Chandra Krintz:
Call-chain Software Instruction Prefetching in J2EE Server Applications. PACT 2007: 140-149 - 2006
- [c19]Xiaotong Zhuang, Mauricio J. Serrano, Harold W. Cain, Jong-Deok Choi:
Accurate, efficient, and adaptive calling context profiling. PLDI 2006: 263-271 - 2004
- [c18]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: 5-8 - [c17]Ali-Reza Adl-Tabatabai, Richard L. Hudson, Mauricio J. Serrano, Sreenivas Subramoney:
Prefetch inection based on hardware monitoring and object metadata. PLDI 2004: 267-276 - 2003
- [j4]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): 876-910 (2003) - 2002
- [j3]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): 257-289 (2002) - [c16]Youfeng Wu, Mauricio J. Serrano, Rakesh Krishnaiyer, Wei Li, Jesse Fang:
Value-Profile Guided Stride Prefetching for Irregular Code. CC 2002: 307-324 - 2001
- [c15]Vivek Sarkar, Mauricio J. Serrano, Barbara B. Simons:
Register-sensitive selection, duplication, and sequencing of instructions. ICS 2001: 277-288 - [c14]Pramod G. Joisha, Samuel P. Midkiff, Mauricio J. Serrano, Manish Gupta:
A framework for efficient reuse of binary code in Java. ICS 2001: 440-453 - [c13]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: 194-205 - 2000
- [j2]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): 211-238 (2000) - [c12]Mauricio J. Serrano, Rajesh Bordawekar, Samuel P. Midkiff, Manish Gupta:
Quicksilver: a quasi-static compiler for Java. OOPSLA 2000: 66-82
1990 – 1999
- 1999
- [c11]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: 129-141 - [c10]Craig Chambers, Igor Pechtchanski, Vivek Sarkar, Mauricio J. Serrano, Harini Srinivasan:
Dependence Analysis for Java. LCPC 1999: 35-52 - [c9]Jong-Deok Choi, Manish Gupta, Mauricio J. Serrano, Vugranam C. Sreedhar, Samuel P. Midkiff:
Escape Analysis for Java. OOPSLA 1999: 1-19 - 1998
- [c8]David F. Bacon, Ravi B. Konuru, Chet Murthy, Mauricio J. Serrano:
Thin Locks: Featherweight Synchronization for Java. PLDI 1998: 258-268 - [c7]David F. Bacon, Ravi B. Konuru, Chet Murthy, Mauricio J. Serrano:
Thin locks: featherweight Synchronization for Java (with retrospective). Best of PLDI 1998: 583-595 - 1996
- [c6]Mauricio J. Serrano:
Performance Estimation in a Simultaneous Multithreading Processor. MASCOTS 1996: 97-101 - 1995
- [c5]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: 12 - 1994
- [c4]Mauricio J. Serrano, Wayne Yamamoto, Roger C. Wood, Mario Nemirovsky:
A Model for Performance Estimation in a Multistreamed Superscalar Processor. Computer Performance Evaluation 1994: 213-230 - [c3]Wayne Yamamoto, Mauricio J. Serrano, Adam R. Talcott, Roger C. Wood, Mario Nemirovsky:
Performance Estimation of Multistreamed, Supersealar Processors. HICSS (1) 1994: 195-204 - [c2]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: 12-21 - 1993
- [j1]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): 1073-1080 (1993) - 1992
- [c1]Mauricio J. Serrano, Behrooz Parhami:
Optimal Aspect Ratio and Number of Separable Row/Column Buses for Mesh-Connected Parallel Computers. IPPS 1992: 343-347
Coauthor Index
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