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Variable Liberalization

In the wake of the current trend of increasing the number of cores on a chip, compiler optimizations for improving the memory performance have assumed increased importance. Loop fusion is one such key optimization that can alleviate memory and bandwidth wall and thus improve parallel performance. However, we find that loop fusion in interesting... (more)

Implementing Dense Optical Flow Computation on a Heterogeneous FPGA SoC in C

High-quality optical flow computation algorithms are computationally intensive. The low computational speed of such algorithms causes difficulties for... (more)

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About TACO

The ACM Transactions on Architecture and Code Optimization focuses on hardware, software, and systems research spanning the fields of computer architecture and code optimization. Articles that appear in TACO present new techniques and concepts or report on experiences and experiments with actual systems. Insights useful to computer architects, hardware or software developers, system designers and tool builders are emphasized.

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Forthcoming Articles

An Accurate Cross-Layer Approach for Online Architectural Vulnerability Estimation

We propose a cross-layer approach that works by combining information from software and hardware layers into an AVF-estimate of a processor core dynamically. Software information is formed into meta-data associated with each instruction. A hardware predictor combines meta-data with microarchitectural measurements to compute reliability estimate online. We describe and evaluate our design on a set of SPEC-CPU2006 applications. We find that our approach is highly accurate compared to a postmortem-AVF analysis, with an average-absolute-error of only 0.86%, incurs a 0.17% slowdown, 14.25% area-overhead, and 13.22% power-overhead on average. We also studied several modifications that offer good reliability and performance-area-power-overhead trade-offs.

Synergistic Analysis of Evolving Graphs

We identify major sources of inefficiencies involved in processing evolving graphs and present two optimization techniques to attack them. First, we propose a technique for amortizing the fetch cost by merging fetching of values for different snapshots of same vertex. Second, we propose a technique for amortizing the processing cost by feeding computed values across snapshots. We have implemented these optimizations in two distributed graph processing systems, GraphLab and ASPIRE. Experiments with multiple real evolving graphs and algorithms show that, on average fetch amortization speeds up GraphLab/ASPIRE by 5.2/4.1x. Amortizing the processing cost yields additional average speedups of 2/7.9x.

Optimization Models for Three On-chip Network Problems

We model three on-chip network design problemsmemory controller placement, resource allocation in heterogeneous on-chip networks, and their combinationas mathematical optimization problems. Sophisticated optimization algorithms enable solutions to be obtained much more efficiently. Detailed simulations using synthetic traffic and benchmark applications validate that our designs provide better performance than previously proposed solutions.

Yet Another Compressed Cache: a Low Cost Yet Effective Compressed Cache

We propose YACC (Yet Another Compressed Cache), a new compressed cache design that reduces tag overheads and internal fragmentation, but eliminates two major sources of complexity in previous workdecoupled tag-data mapping and address skewing. YACCs cache layout is similar to conventional caches, eliminating the back-pointers used to maintain a decoupled tag-data mapping and the extra decoders used to implement skewed associativity. An additional advantage of YACC is that it enables modern replacement mechanisms, such as RRIP. An 8MB YACC achieves approximately the same performance and energy improvements as a 16MB conventional cache at a much smaller silicon footprint.

List of Distinguished Reviewers ACM TACO: Vol. 13 Iss. 3

Hardware-Assisted Thread and Data Mapping in Hierarchical Multi-Core Architectures

The performance and energy efficiency in modern architectures depend on the locality of memory accesses, which can be improved by a thread and data mapping considering the memory access behavior. In this paper, we propose IPM, a mechanism that analyzes the memory access behavior using information about the time each memory page stays in the Translation Lookaside Buffer(TLB). It provides very accurate information with a very low overhead. Performance and energy efficiency were significantly improved, 13.7% and 4.4% on average (up to 39.0% and 12.2%), respectively. These improvements happened due to a substantial reduction of cache misses and interconnection traffic.

LDAC: Locality-aware Data Access Control for Large-scale Multicore Cache Hierarchies

The trend of increasing the number of cores to achieve higher performance has made efficient management of on-chip data challenging. Moreover, many emerging applications process massive amounts of data with varying degree of locality. Therefore, exploiting locality to improve on-chip traffic and resource utilization is of fundamental importance. We propose a holistic locality-aware cache hierarchy management protocol for large-scale multicores. The proposed scheme improves on-chip data access latency and energy consumption by intelligently bypassing cache line replication in the private caches, and/or intelligently replicating cache lines in the LLC.

RATT-ECC: Rate Adaptive Two-Tiered Error Correction Codes for Reliable 3D Die-Stacked Memory

This paper proposes a rate-adaptive, two-tiered error correction scheme (RATT-ECC) that provides strong reliability (10^10x reduction in raw FIT rate) for an HBM-like 3D DRAM system. The tier-1 code is a strong symbol-based code that can correct errors due to small granularity faults and detect errors caused by large granularity faults; the tier-2 code is an XOR-based code that corrects errors detected by the tier-1 code. The rate-adaptive feature of RATT-ECC enables permanent bank failures to be handled through sparing. It can also be used to significantly reduce the refresh power consumption without decreasing the reliability and timing performance.

Maximizing Heterogeneous Processor Performance Under Power Constraints

This paper investigates mechanisms to manage the power budget on power-constrained heterogeneous processors. We show that proposals that schedule applications onto big cores using various performance metrics waste performance because they are unaware of applications' power/performance characteristics. We use linear programming to design DPDP; a power manager that maximizes performance of heterogeneous processors. We mathematically derive a metric (Delta Performance by Delta Power) that allows DPDP to optimally distribute the budget among concurrent applications at minimal overhead. We show DPDP improves performance by 16\% on average, up to 40\% compared to a strategy that globally and greedily optimizes the budget.

Bibliometrics

Publication Years 2004-2016
Publication Count 473
Citation Count 1658
Available for Download 473
Downloads (6 weeks) 1984
Downloads (12 Months) 26469
Downloads (cumulative) 188640
Average downloads per article 399
Average citations per article 4
First Name Last Name Award
Iris Bahar ACM Distinguished Member (2012)
Douglas C Burger ACM Distinguished Member (2008)
ACM Senior Member (2006)
Martin Burtscher ACM Distinguished Member (2014)
ACM Senior Member (2006)
John B Carter ACM Senior Member (2015)
William J Dally ACM-IEEE CS Eckert-Mauchly Award (2010)
Bronis R. De Supinski ACM Gordon Bell Prize (2006)
Nikil D. Dutt ACM Distinguished Member (2007)
Joel Emer ACM-IEEE CS Eckert-Mauchly Award (2009)
Michael Franz ACM Distinguished Member (2006)
Mary W Hall ACM Distinguished Member (2010)
Tim Harris ACM Senior Member (2007)
Mary Jane Irwin ACM Athena Lecturer Award (2010)
ACM Distinguished Service Award (2005)
Norman Jouppi ACM-IEEE CS Eckert-Mauchly Award (2015)
David R Kaeli ACM Distinguished Member (2014)
Stephen Keckler ACM Senior Member (2006)
ACM Grace Murray Hopper Award (2003)
Nectarios Koziris ACM Senior Member (2009)
Sally A McKee ACM Senior Member (2013)
Shubu Mukherjee ACM Distinguished Member (2009)
Walid Najjar ACM Distinguished Member (2015)
ACM Senior Member (2014)
Milos Prvulovic ACM Senior Member (2009)
Lawrence Rauchwerger ACM Distinguished Member (2014)
Vivek Sarkar ACM Distinguished Member (2006)
Robert Schreiber ACM Distinguished Member (2006)
Martin Schulz ACM Gordon Bell Prize (2006)
Kevin Skadron ACM Distinguished Member (2010)
ACM Senior Member (2007)
Mary Lou Soffa ACM-IEEE CS Ken Kennedy Award (2012)
Leonel Sousa ACM Distinguished Member (2015)
ACM Senior Member (2009)
J. Gregory Steffan ACM Senior Member (2009)
Subhash Suri ACM Distinguished Member (2007)
Mateo Valero ACM Distinguished Service Award (2012)
ACM-IEEE CS Eckert-Mauchly Award (2007)
Hans Vandierendonck ACM Senior Member (2013)
Richard W. Vuduc ACM Gordon Bell Prize
Performance (2010) ACM Gordon Bell Prize
Performance (2010)
David Whalley ACM Distinguished Member (2009)
ACM Senior Member (2009)
Yuanyuan Zhou ACM Distinguished Member (2011)

First Name Last Name Paper Counts
Lieven Eeckhout 18
André Seznec 8
Rajiv Gupta 8
Yuan Xie 8
Bruce Childers 7
Kevin Skadron 7
Antonio González 7
Stijn Eyerman 7
Pen Yew 6
Michael O'Boyle 6
Jingling Xue 6
Mateo Valero 6
David Gregg 6
Antonia Zhai 6
Norman Jouppi 6
Margaret Martonosi 6
Yan Solihin 5
Haitham Akkary 5
Shlomo Weiss 5
Jun Yang 5
Timothy Sherwood 5
Weichung Hsu 5
Henk Corporaal 5
David Whalley 5
Laxmi Bhuyan 5
Christian Wimmer 5
Jaume Abella 5
Onur Mutlu 5
Adrián Cristal 5
Tor Aamodt 4
Jack Davidson 4
Oğuz Ergin 4
Daniel Jiménez 4
Louis Pouchet 4
Milos Prvulovic 4
Yiannakis Sazeides 4
Sarita Adve 4
Osman Ünsal 4
Miquel Moretó 4
Christos Kozyrakis 4
Chengyong Wu 4
Francisco Cazorla 4
María Garzarán 4
Yu Du 4
Dmitry Ponomarev 4
Timothy Jones 4
David Brooks 4
Mateo Valero 4
Walid Najjar 3
Ramón Doallo 3
Ponnuswamy Sadayappan 3
Shuangde Fang 3
Chialin Yang 3
José Llabería 3
Josep Torrellas 3
Wim Heirman 3
Chandra Krintz 3
Youtao Zhang 3
Ran Ginosar 3
Antoniu Pop 3
Bjorn De Sutter 3
Rami Melhem 3
Stefanos Kaxiras 3
Avi Mendelson 3
Albert Cohen 3
Marcelo Cintra 3
Rubén Titos-Gil 3
Daniel Mossé 3
José García 3
Prashant Nair 3
Alberto Ros 3
Ramesh Karri 3
Nael Abu-Ghazaleh 3
Frank Mueller 3
Mary Soffa 3
Mahmut Kandemir 3
James Tuck 3
Jue Wang 3
Prasad Kulkarni 3
Víctor Viñals 3
Xiangyu Dong 3
Hanspeter Mössenböck 3
Michael Franz 3
David Tarjan 3
Kim Hazelwood 3
Pierre Michaud 3
Miao Zhou 3
Mikel Luján 3
Hans Vandierendonck 3
Lizy John 3
Basilio Fraguela 3
Todd Mowry 3
Francky Catthoor 3
Wengfai Wong 3
Paolo Ienne 3
Aamer Jaleel 3
Moinuddin Qureshi 3
Jennifer Sartor 3
Michael Spear 3
Jose Renau 3
Yunji Chen 3
Hwansoo Han 2
Sven Verdoolaege 2
Tinfook Ngai 2
William Hasenplaugh 2
Chuntao Jiang 2
John Kim 2
Xueyang Wang 2
Glenn Reinman 2
David Roberts 2
Olivier Serres 2
Tarek El-Ghazawi 2
Per Larsen 2
Ghassan Shobaki 2
Cosmin Gorgovan 2
Naveen Muralimanohar 2
Amir Morad 2
Motohiro Kawahito 2
Erik Hagersten 2
Amanieu D'antras 2
Sebastian Hack 2
Betul Buyukkurt 2
Lishiuan Peh 2
Yuanjie Huang 2
Karthikeyan Sankaralingam 2
José Martínez 2
Changhui Lin 2
Guyeon Wei 2
Alex Jones 2
Erven Rohou 2
Jorge Albericio 2
Rupesh Nasre 2
Gennady Pekhimenko 2
Xiaofei Liao 2
Zhibin Yu 2
Chrysostomos Nicopoulos 2
Olivier Temam 2
Michael Smith 2
Ron Gabor 2
Jagannathan Ramanujam 2
Zheng Wang 2
Neil Vachharajani 2
Dean Tullsen 2
Jin Lin 2
Yunheung Paek 2
Shashidhar Mysore 2
Ben Juurlink 2
Stefan Brunthaler 2
Carlos Álvarez 2
Magnus Själander 2
Yingwei Luo 2
Fabrice Rastello 2
Leonid Yavits 2
Sanyam Mehta 2
Olivier Temam 2
Alex Ramírez 2
Angeliki Kritikakou 2
Jason Hiser 2
Jianjun Li 2
David August 2
Anurag Negi 2
Simon Steely 2
Philippe Clauss 2
Christophe Dubach 2
Ahmad Anbar 2
Gabriel Loh 2
Bronis De Supinski 2
Nathanael Premillieu 2
Venmugil Elango 2
Wenjia Ruan 2
Scott Mahlke 2
Min Feng 2
Xuejun Yang 2
Xiangyu Dong 2
Vasilios Kelefouras 2
Guru Venkataramani 2
Ram Rangan 2
Ibrahim Hur 2
Roy Ju 2
Qixiao Liu 2
Cecilia González-Álvarez 2
Grigori Fursin 2
Jacob Leverich 2
Frederic Chong 2
Yuanyuan Zhou 2
Cedric Nugteren 2
Maximilien Breughe 2
Michael O’boyle 2
Manlap Li 2
Komal Jothi 2
Xiaobing Feng 2
Karthik Sankaranarayanan 2
Abhishek Bhattacharjee 2
Yong Li 2
Banit Agrawal 2
Joel Emer 2
John Cavazos 2
Morteza Kafshdooz 2
Alireza Ejlali 2
Quan Chen 2
Daniel Jiménez-González 2
Uday Bondhugula 2
Xipeng Shen 2
Todd Austin 2
Joseph Sharkey 2
Amit Golander 2
Diego Andrade 2
Gautham Beeraka 2
Mauricio Álvarez-Mesa 2
Yang Chen 2
Mageda Sharafeddine 2
Li Zhao 2
Ravishankar Iyer 2
Yangchun Luo 2
Mary Irwin 2
Marco Santambrogio 2
Michela Becchi 2
Bart Coppens 2
Doug Simon 2
Pablo Ibáñez 2
Kishore Pusukuri 2
Edwin Bonilla 2
Yosi Asher 2
Rajkishore Barik 2
Kenzo Van Craeynest 2
Peng Liu 2
Arun Kanuparthi 2
Yuanshin Hwang 2
Jason Loew 2
Oliverio Santana 2
Costas Goutis 2
Chenggang Wu 2
Trevor Carlson 2
Jungho Ahn 2
Chuanjun Zhang 2
Ioannis Papaefstathiou 2
Jason Cong 2
Torsten Hoefler 1
Chengzhong Xu 1
Thejas Ramashekar 1
Srdjan Stipić 1
Mahesh Ravishankar 1
Alen Bardizbanyan 1
Samantika Subramaniam 1
Xiaolin Wang 1
V Nandivada 1
Nong Xiao 1
Buse Yılmaz 1
Derek Hower 1
Michael Huang 1
Clemens Hammacher 1
Anup Holey 1
Kevin Streit 1
Andreas Zeller 1
Amin Firoozshahian 1
Lian Li 1
Scott Watterson 1
Alessandro Cilardo 1
Alain Darte 1
Ralf Karrenberg 1
Naser Sedaghati 1
Chingtsun Chou 1
Nicolas Melot 1
Samihan Yedkar 1
Andreas Moshovos 1
Hong Trinh 1
Chingchi Chi 1
Felix Wolf 1
Qin Wu 1
Manuel Hohenauer 1
Felix Engel 1
Rainer Leupers 1
Lukasz Strozek 1
Gary Tyson 1
Hongbo Rong 1
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Nianfeng Tzeng 1
Huimin Cui 1
Jaehyuk Huh 1
Ramadass Nagarajan 1
Ravi Rajwar 1
Xiangyu Zhang 1
Eladio Gutiérrez 1
Andi Drebes 1
Wankang Zhao 1
M Ertl 1
Kevin Casey 1
Engin Ípek 1
Weiwu Hu 1
Daniel Lustig 1
Siddhartha Chhabra 1
Jose Ignacio Gomez 1
Apostolos Dollas 1
Chunhua Xiao 1
Grigorios Chrysos 1
Hao Wu 1
Mary Hall 1
Mohit Tiwari 1
Robert Schreiber 1
Abhinandan Majumdar 1
Hyesoon Kim 1
Andrea Mondelli 1
Ragavendra Natarajan 1
Sheng Li 1
Todd Mytkowicz 1
Philip Brisk 1
Haibing Guan 1
Teresa Arnal 1
Yang Chen 1
Di Xu 1
Ramakrishna Upadrasta 1
Elisardo Antelo 1
Tom Bruintjes 1
Bert Molenkamp 1
Frederick Ryckbosch 1
Roman Malits 1
Eduardo Quiñones 1
Pranav Tendulkar 1
Mario Kicherer 1
Koen De Bosschere 1
Jonathan Winter 1
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Thomas Kotzmann 1
Xiaowen Chen 1
Sandeep D'souza 1
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Giuseppe Natale 1
Kevin Chang 1
Omer Khan 1
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Josep Codina 1
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Wei Hu 1
Tienfu Chen 1
Ajay Joshi 1
Ian Rogers 1
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Benjamin Lee 1
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Carolejean Wu 1
Zhongho Chen 1
Gulay Yalcin 1
Marco Indaco 1
Oscar Plata 1
Wouter Rogiest 1
Jonathan Chang 1
Jesse Beu 1
Yunhe Shi 1
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Hong Jiang 1
Qing Yi 1
Dan Feng 1
Juan Carlos Juega 1
Sharad Malik 1
Lakshya Jain 1
José Gregorio 1
Zhangqin Huang 1
Michael Gill 1
Demian Rosas-Ham 1
Gavin Brown 1
Jan Kuper 1
Yan Cui 1
Jeremy Fowers 1
Yingxin Wang 1
Samuel Antão 1
Stephen Dolan 1
Carlos Luque 1
Srihari Cadambi 1
Mark Gottscho 1
Alexandru Nicolau 1
Erik Tomusk 1
Luis Tanica 1
Chengyi Chou 1
Ryan Riley 1
Mohammadkazem Taram 1
Brad Calder 1
Björn Franke 1
Minyi Guo 1
Yuan Xie 1
Engin Kayraklioglu 1
Panayiotis Englezakis 1
Giorgos Dimitrakopoulos 1
Jost Berthold 1
Martin Elsman 1
Cristina Silvano 1
Doheon Lee 1
Shindug Kim 1
Wenwen Xu 1
Kaiming Jiang 1
Ziliang Guo 1
Arjun Suresh 1
Atieh Lotfi 1
Luca Benini 1
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José Castaños 1
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Conglong Li 1
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Haewoo Park 1
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Kypros Chrysanthou 1
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Vivien Begot 1
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Gunar Schirner 1
Sukyung Yoon 1
Junggeun Kim 1
Narges Shahidi 1
Cherin Joseph 1
Mario Drumond 1
Sharath Prasad 1
Madan Das 1
Shengde Wang 1
Tanima Dey 1
Wei Wang 1
Peter Gavin 1
Viacheslav Fedorov 1
Víctor Jiménez 1
R Ramanathan 1
Sucheendra Palaniappan 1
P Thiagarajan 1
Pedro Peris-López 1
Dorit Nuzman 1
Michael Jantz 1
Daniel Sánchez 1
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Yoonseo Choi 1
Jongeun Lee 1
Christoph Kerschbaumer 1
Eric Hennigan 1
Jan Lucas 1
Jichuan Chang 1
Gagan Agrawal 1
Edoardo Charbon 1
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Mihai Pricopi 1
Tulika Mitra 1
Madhura Purnaprajna 1
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Zidong Du 1
Frank Sem-Jacobsen 1
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Xavier Vera 1
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Hamed Tabkhi 1
Tom Conte 1
Charles Weems 1
Cheng Wang 1
Zheng Zhang 1
Toshihiko Koju 1
Marc Duranton 1
William Ward, 1
Michael Orshansky 1
Noel Eisley 1
Jia Yu 1
Alejandro Valero 1
Lei Wang 1
Jie Hu 1
Lei Jiang 1
Tao Li 1
Esther Salamí 1
Fei Guo 1
Xiaoxia Wu 1
Sanjeev Kumar 1
Vincenzo Catania 1
Maurizio Palesi 1
Xicheng Lu 1
Gen Li 1
Bin Liu 1
Wolfram Amme 1
Jaejin Lee 1
Stefan Wallentowitz 1
Daniel Sánchez 1
Xiuyi Zhou 1
Alvinwy Su 1
Emrah Islek 1
Miguel Gonzalez-Mesa 1
Donatella Sciuto 1
Davide Bartolini 1
Jian Li 1
Haibo Chen 1
Francis Lau 1
Ling Li 1
Patrick Crowley 1
Keoncheol Shin 1
Xiaobing Feng 1
Christian Tenllado 1
Mark Hill 1
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David Lowenthal 1
Luca Gallo 1
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Bin Zhang 1
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Michael Lyons 1
Mark Hempstead 1
Elkin Garcia 1
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Christopher Colohan 1
Rodolfo Neuber 1
Unnikrishnan C 1
Thomas Rodriguez 1
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Soumya J 1
Andrew McPherson 1
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Nikil Dutt 1
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Richard Vuduc 1
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Hans Graf 1
Michael Andersch 1
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Laura Ramirez 1
Samuel Burri 1
Boryeh Shen 1
Wuu Yang 1
Jeroen Cleemput 1
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Kanit Therdsteerasukdi 1
M Chang 1
Dibyendu Das 1
Toan Mai 1
Javier Bruguera 1
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Augusto Vega 1
Carlos Molina 1
Ricardo Fernández-Pascual 1
Feng Qin 1
Frank Vahid 1
Subhash Suri 1
Aravind Sukumaran-Rajam 1
Shenggang Chen 1
Santanu Chattopadhyay 1
Rafael Possignolo 1
Susmit Sarkar 1
Amir Yazdanbakhsh 1
Riccardo Cattaneo 1
Youngsun Han 1
Hiroyuki Usui 1
Chengzhong Xu 1
Samira Khan 1
Pangfeng Liu 1
Iliano Cervesato 1
Yong Li 1
Anshul Kumar 1
Abdel Badawy 1
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Christian Andreetta 1
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Cyriel Minkenberg 1
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Robert Seepers 1
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Carl Beckmann 1
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Junli Gu 1
Hyunggyu Lee 1
Hideaki Komatsu 1
Dongrui She 1
Zhiying Wang 1
Dmitry Evtyushkin 1
Alexandre Delbem 1
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Johannes Doerfert 1
Olivier Rochecouste 1
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Hideho Arakida 1
Mojtaba Mehrara 1
Michal Wegiel 1
Weifeng Xu 1
Shyhtsunfelix Wu 1
Jedidiah Crandall 1
Shiwen Hu 1
Quentin Colombet 1
Florian Brandner 1
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David Padua 1
Patrick Eitschberger 1
Gabriel Rodríguez 1
Juan Touriño 1
Cristóbal Camarero 1
Ramón Beivide 1
Dan He 1
Vivek Seshadri 1
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Tal Ben-Nun 1
Magnus Jahre 1
J Ramanujam 1
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Sanyam Mehta 1
Valeria Bertacco 1
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Bin Li 1
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Haiming Liu 1
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Ryan Kastner 1
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Tong Wu 1
Etem Deniz 1
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Woojin Choi 1
Donatella Sciuto 1
Yeoul Na 1
Marc Casas 1
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Saugata Ghose 1
Janjan Wu 1
Pekka Jääskeläinen 1
Abdullah Kayi 1
Brett Brotherton 1
Lin Tan 1
Hussam Mousa 1
Eric Seckler 1
Hugh Leather 1
Gulfem Savrun-Yeniceri 1
Licheng Chen 1
Mingyu Chen 1
Cosmin Oancea 1
Jerome Martin 1
Gianluca Palermo 1
Gilles Duboscq 1
Tao Zhang 1
Matthew Poremba 1
Chunghsiang Lin 1
Abbas Rahimi 1
Dave Herman 1
Jianhua Sun 1
Jisheng Zhao 1
Pen Yew 1
Germán Rodríguez 1
Zheng Cui 1
Christos Strydis 1
Revital Eres 1
Samira Khan 1
Alan Cox 1
Scott Rixner 1
Atanas Rountev 1
Tryggve Fossum 1
Shuai Mu 1
Ali Bakhoda 1
Hiroshi Inoue 1
Toshio Nakatani 1
Avinash Malik 1
Eran Shifer 1
Jinbo Xu 1
Jie Zhou 1
Gert Van Den Braak 1
Zhenlin Wang 1
Mihail Popov 1
Beayna Grigorian 1
William Jalby 1
Naghmeh Karimi 1
Ozgur Sinanoglu 1
Rongguey Chang 1
Hui Feng 1
Jaydeep Marathe 1
Barry Rountree 1
Edmund Lai 1
Radu Teodorescu 1
Jan Martinsen 1
Anders Isberg 1
Martin Kong 1
Ramaswamy Govindarajan 1
Enrique Vallejo 1
Wei Tong 1
Helge Bahmann 1
Nico Reissmann 1
Dominik Grewe 1
David Ham 1
Laura Carrington 1
Ali Jannesari 1
Stephen Plaza 1
Jason Blome 1
Vassos Soteriou 1
Yan Luo 1
Narayanan Vijaykrishnan 1
Dean Copsey 1
Yatish Patel 1
Nitya Ranganathan 1
Doug Burger 1
Charles Moore 1
Thomas Puzak 1
Allan Hartstein 1
Hungwei Tseng 1
Alvin Lebeck 1
Karin Strauss 1
Yu Bai 1
Philo Juang 1
George Athanasiou 1
Lixin Zhang 1
Qin Zhao 1
Ioana Cutcutache 1
Kornilios Kourtis 1
Georgios Goumas 1
Ahmad Samih 1
Sangyeun Cho 1
Arun Raghavan 1
José GonzáLez 1
Jialin Dou 1
Fred Bower 1
Thomas Wild 1
Marek Chrobak 1
Sandeep Gupta 1
Joshua Fryman 1
Paolo Prinetto 1
Venkata Tavva 1
Rakesh Kumar 1
Thomas Conte 1
Richard Strong 1
Martin Schulz 1
Ioannis Doudalis 1
Ivan Sham 1
Jinseong Jeon 1
Kristof Du Bois 1
Albert Cohen 1
Huimin Cui 1
Brian Fields 1
Suresh Purini 1
Mark Purcell 1
Pablo Abad 1
Fabien Coelho 1
Jimmy Cleary 1
Chun Chen 1
Mick Jordan 1
Murray Cole 1
Servesh Muralidharan 1
Bin Ren 1
Bartosz Bogdański 1
Ernst Gran 1
Jason McCandless 1
John Demme 1
Simha Sethumadhavan 1
Jinquan Dai 1
Yunhong Jiang 1
Pritpal Ahuja 1
Niket Choudhary 1
Evgeny Bolotin 1
Petar Radojković 1
Oded Maler 1
Rainer Buchty 1
Javier Lira 1
Kelly Livingston 1
Ting Cao 1
Nisheeth Shrivastava 1
Hamid Sarbazi-Azad 1
Y Srikant 1
William Dally 1
Ehsan Ardestani 1
Zizhong Chen 1
Heikki Kultala 1
Georgios Tournavitis 1
Christian Häubl 1
Lei Liu 1
Mingyu Chen 1
Huahan Zhang 1
Zehan Cui 1
Andreas Panteli 1
Preeti Panda 1
Fritz Henglein 1
Kévin Marquet 1
Wenhao Jia 1
Kelly Shaw 1
Thomas Würthinger 1
Eric Hein 1
Jack Sampson 1
Vinay Gangadhar 1
Aravind Acharya 1
Vinay Vasista 1
Ehsan Totoni 1
Andrei Hagiescu 1
Ioannis Sourdis 1
Sergei Dyshel 1
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Zhao Zhang 1
Yongwen Wang 1
Yaoqing Gao 1
Zheng Wang 1
Sang Do 1
Sehoon Lim 1
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Michael Boyer 1
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Yenkuang Chen 1
José Duato 1
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Wei Huang 1
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John Kubiatowicz 1
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Yan Meng 1
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Li Zhang 1
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Bo Wu 1
Hao Zhou 1
Ricardo Nobre 1
Jinho Suh 1
Chiehting Huang 1
Vineeth Mekkat 1
Ahmad Zmily 1
Tzongyen Lin 1
Russell Tessier 1
Dee Weikle 1
Xiaodong Li 1
Simon Moll 1
George Matheou 1
Rakesh Komuravelli 1
Hongyi Xin 1
Ely Levy 1
Zhenman Fang 1
Fabio Luporini 1
Ana Varbanescu 1
Florian Rathgeber 1
Roy Campbell 1
Zia Huda 1
Binyu Zang 1
Gerd Ascheid 1
Polychronis Xekalakis 1
Nikolas Ioannou 1
Stephen Keckler 1
Chienhao Lee 1
Josep Larriba-Pey 1
Ruth Bahar 1
Huiyang Zhou 1
Chen Cher 1
Gilberto Contreras 1
Rachid Seghir 1
Vincent Loechner 1
Georgios Varsamopoulos 1
Farrukh Hijaz 1
Pradeep Ramachandran 1
Siva Hari 1
Piero Olivo 1
Saurabh Sharma 1
Rong Chen 1
Karan Singh 1
Sally McKee 1
Wei Zhang 1
Daofu Liu 1
Chengkok Koh 1
Yiran Chen 1
Hai Li 1
Brian Rogers 1
Jonas Maebe 1
Owen Callanan 1
Jacqueline Chame 1
Ozcan Ozturk 1
Greg Brown 1
John Wernsing 1
Michael Van De Vanter 1
Kyoungwoo Lee 1
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Abbas BanaiyanMofrad 1
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Paolo Faraboschi 1
Zhengwei Qi 1
Yungcheng Ma 1
Víctor Yúfera 1
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Benoít Dupont De Dinechin 1
Jongeun Lee 1
Yuliu Chen 1
Gerard Smit 1
Stijn Polfliet 1
Avinoam Kolodny 1
Alejandro Rico 1
J Steffan 1
Stamatis Vassiliadis 1
Douglas Clark 1
Bo Zhao 1
Douglas Jones 1
Kyuseung Han 1
Christopher Hughes 1
Yujung Cheng 1
Ying Zhang 1
Xudong Fang 1
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Qiong Cai 1
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Fuxin Zhang 1
Yu Chen 1
Filippo Sironi 1
Ravi Kasha 1
Madhu Mutyam 1
Christopher Healy 1
George Reis 1
Rich Caruana 1
Wilson Fung 1
Zhichao Yan 1
Yujuan Tan 1
Doris Chen 1
Albert Cohen 1
Panagiotis Dagritzikos 1
Kevin Williams 1
Marco Gerards 1
Stefano Crespi Reghizzi 1
Jongwon Lee 1
Thibaut Lutz 1
Leonel Sousa 1
Puneet Gupta 1
Shankar Balachandran 1
Jishen Zhao 1
Darío Gracia 1
Alexandra Ferrerón 1
Theo Kluter 1
Jianguo Yao 1
Wei Zhang 1
Luis Campo 1
Hassan Artail 1
Mariette Awad 1
Sven Reinemo 1
Kevin Stock 1
Ponuswamy Sadayappan 1
Lois Orosa 1
Morteza Hoseinzadeh 1
Bradley Thwaites 1
Rajshekar Kalayappan 1
Shuaiwenleon Song 1
Raul Vidal 1
Pedro Tomás 1
Tapio Elomaa 1
Sepehr Assadi 1
Chen Li 1
Yongbing Huang 1
Yungang Bao 1
Neeraj Goel 1
Panagiotis Theocharis 1
Bernhard Urban 1
Lukas Stadler 1
Xiaoyao Liang 1
Naifeng Jing 1
Wei Shu 1
Minyou Wu 1
Ivan Stalev 1
Pradip Valathol 1
Jaikrishnan Menon 1
Gabriel Southern 1
Deyu Shen 1
Zhijia Zhao 1
Narasimha Reddy 1
Paul Gratz 1
Vivek Sarkar 1
Lieven Eeckhout 1
Hai Jin 1
Yaojun Zhang 1
Dimitrios Siskos 1
Yanan Cao 1
Per Larsson-Edefors 1
Dimitrios Nikolopoulos 1
Yi Xu 1
Wonsub Kim 1
Takao Moriyama 1
Maxim Shawabkeh 1
Yuanwu Lei 1
Lei Guo 1
Younghoon Son 1
Graham Yiu 1
Konstantinos Koukos 1
Michel Dubois 1
Sek Chai 1
Xiaolin Wang 1
Fang Hou 1
Zhenhao Pan 1
Arnaud Grasset 1
Felipe Cabarcas 1
Carlos Villavieja 1
Milan Pavlovic 1
Yoav Etsion 1
Selma Saidi 1
Thierry Lepley 1
Fabian Nowak 1
Qingping Wang 1
Per Stenström 1
Rubén Gran 1
Ali Bayrak 1
Nikola Velickovic 1
Wayne Burleson 1
Deke Guo 1
Fangyuan Chen 1
Fei Wu 1
Pin Zhou 1
Zhi Guo 1
David Albonesi 1
Mohammad Arjomand 1
Kenneth Russell 1
Shuming Chen 1
Carlo Sicignano 1
Smruti Sarangi 1
Seonwook Kim 1
Li Tan 1
Dimitrios Chasapis 1
Jesús Labarta 1
Francisco Gaspar 1
Dingyong Hong 1
Tomi Aijo 1
Thomas Carle 1
Chiachen Chou 1
Yuan Ruan 1
Wei Zhang 1
Guoqiang Xiao 1
Maj Nordfang 1
Henri Charles 1
Hsiangyun Cheng 1
Robin Paul 1
Irshad Pananilath 1
Bharath Swamy 1
Rajesh Gupta 1
Mert Dikmen 1
Guangyu Sun 1
Bogdan Prisacari 1
Vijay Reddi 1
Andrei Terechko 1
Eren Kursun 1
Ning Weng 1
George Michelogiannakis 1
Zahra Abbasi 1
João Cardoso 1
Alex Solomatnikov 1
Weijia Li 1
Martin Burtscher 1
Ilya Ganusov 1
Michele Co 1
Chris Bentley 1
Koen De Bosschere 1
Jawad Haj-Yihia 1
Ahmad Yasin 1
David Cheriton 1
Christoph Kessler 1
Justin Meza 1
Fang Wang 1
Jingning Liu 1
James Greensky 1
Michel Paindavoine 1
Ben Juurlink 1
Michael Laurenzano 1
Wenjie Chen 1
Jiuzhen Liang 1
Heinrich Meyr 1
Guang Gao 1
Alban Douillet 1
Ruchira Sasanka 1
Jiajhe Li 1
Adam Lewis 1
Soumik Ghosh 1
Yang Yang 1
James Geraci 1
Sivakumar Velusamy 1
Mircea Stan 1
Nemanja Isailovic 1
Alex Aletà 1
Evan Speight 1
Pohan Wang 1
Chen Tian 1
Guilherme Ottoni 1
Davide Patti 1
Colin Blundell 1
Guibin Wang 1

Affiliation Paper Counts
University of Massachusetts Lowell 1
National University of Sciences and Technology Pakistan 1
Gwangju Institute of Science and Technology 1
Korean Agency for Defense Development 1
Universite Hadj Lakhdar de Batna 1
Macronix International Co 1
University of Qatar 1
Texas A and M University at Qatar 1
Google Switzerland GmbH 1
Huawei Technologies Co., Ltd. 1
Intel Technology India Pvt Ltd. 1
Assured Information Security, Inc. 1
VMware, Inc 1
New York University Abu Dhabi 1
Carnegie Mellon University in Qatar 1
Universidade de Lisboa 1
Birla Institute of Technology and Science Pilani 1
Universidad Carlos III de Madrid 1
University of Amsterdam 1
University of Texas at San Antonio 1
Furman University 1
Feng Chia University 1
University of Illinois 1
Kyungil University 1
Ecole Normale Superieure de Lyon 1
University of Auckland 1
Los Alamos National Laboratory 1
University of Missouri-Kansas City 1
Sungkyunkwan University 1
Massey University 1
Purdue University 1
Wayne State University 1
Synopsys Incorporated 1
Washington University in St. Louis 1
Qualcomm Incorporated 1
Oregon State University 1
University of Massachusetts System 1
City University of Hong Kong 1
Drexel University 1
Bilkent University 1
Colorado School of Mines 1
Federal University of Uberlandia 1
University of Washington Seattle 1
The University of North Carolina System 1
Iranian Research Institute for Fundamental Sciences 1
National Tsing Hua University 1
Vienna University of Technology 1
Cray Inc. 1
LSI Corporation 1
San Diego State University 1
Singapore Polytechnic 1
Ecole Nationale Superieure de Techniques Avancees 1
Chang Gung University 1
University of Bern 1
Hewlett-Packard 1
Freescale Semiconductor 1
West Virginia University 1
East China Normal University 1
University of Notre Dame 1
University of St Andrews 1
Universitat Rovira i Virgili 1
University of Richmond 1
National Chi Nan University 1
Chongqing University 1
Pacific Northwest National Laboratory 1
National Taiwan Ocean University 1
University of Missouri System 1
Swiss Federal Institute of Technology, Zurich 1
LG 1
University of Rochester 1
National Taiwan University of Science and Technology 1
NXP Semiconductors 1
University of Bologna 1
Daegu University 1
Friedrich Schiller University Jena 1
Universite de Rennes 1 1
Democritus University of Thrace 1
Erasmus University Medical Center 1
US Naval Academy 1
Shanghai University of Engineering Science 1
International Institute of Information Technology Hyderabad 2
Indian Institute of Technology, Kharagpur 2
Korea University 2
Bogazici University 2
University of Porto 2
Commissariat a L'Energie Atomique CEA 2
Altera Corporation 2
University of Sao Paulo 2
CNRS Centre National de la Recherche Scientifique 2
Linkoping University 2
Samsung Group 2
Brown University 2
National Cheng Kung University 2
Michigan Technological University 2
Blekinge Institute of Technology 2
University of Naples Federico II 2
Tianjin University 2
University of Hagen 2
Beijing University of Technology 2
University of Connecticut 2
Lancaster University 2
STMicroelectronics 2
Southwest China Normal University 2
MIT Lincoln Laboratory 2
Catholic University of Leuven 2
San Diego Supercomputer Center 2
University of Nebraska - Lincoln 2
Vrije Universiteit Brussel 2
Columbia University 2
Verimag 2
Ecole des Mines de Paris 2
University of Cambridge 2
University of Nevada, Las Vegas 2
INRIA Rocquencourt 2
Princess Sumaya University 2
NVIDIA 2
National Key Laboratory for Parallel and Distributed Processing 2
Intel Corporation Belgium 2
ARM Ltd. 2
Universite Grenoble Alpes 2
INRIA Saclay 2
SRI International 3
National Technical University of Athens 3
University of Haifa 3
Samsung Electronics 3
Arizona State University 3
Zhejiang University 3
Iowa State University 3
Google Inc. 3
University of Pennsylvania 3
The University of Hong Kong 3
Northwestern University 3
Louisiana State University 3
University of Arizona 3
University of Catania 3
Norwegian University of Science and Technology 3
University of Massachusetts Amherst 3
Sun Microsystems 3
University of Louisiana at Lafayette 3
University of Kansas Lawrence 3
The College of William and Mary 3
University of Toronto 3
Academia Sinica Taiwan 3
Universite Paris Sorbonne - Paris IV 3
Thales 3
Massachusetts Institute of Technology 3
University of Ferrara 3
Lawrence Livermore National Laboratory 3
Microsoft 3
Complutense University of Madrid 3
Universidad de Santiago de Compostela 3
Northeastern University 3
IBM Zurich Research Laboratory 3
Queen's University Belfast 3
Universite de Versailles Saint-Quentin-en-Yvelines 3
Rutgers, The State University of New Jersey 3
Ozyegin University 3
Shenzhen Institute of Advanced Technology 3
Universite de Lyon 3
Simula Research Laboratory 4
Universidad de Malaga 4
Jiangnan University 4
Hebrew University of Jerusalem 4
National Chung Cheng University 4
Australian National University 4
Polytechnic Institute of Turin 4
University of Southern California, Information Sciences Institute 4
CSIC - Instituto de Investigacion en Inteligencia Artificial 4
University of Science and Technology of China 4
Technical University of Munich 4
Microsoft Research 4
The University of Georgia 4
Karlsruhe Institute of Technology 4
Duke University 5
Tampere University of Technology 5
University of Florida 5
Imperial College London 5
IBM Thomas J. Watson Research Center 5
NEC Laboratories America, Inc. 5
Technical University of Crete 5
University of Utah 5
University of Southern California 5
Southern Illinois University at Carbondale 5
TOBB University of Economics and Technology 5
Korea Advanced Institute of Science & Technology 5
Indian Institute of Technology, Delhi 5
Uppsala University 6
Rice University 6
Delft University of Technology 6
Universidad Politecnica de Valencia 6
National Chiao Tung University Taiwan 6
University of Cantabria 6
Yonsei University 6
New York University 6
IBM Austin Research Laboratory 6
University of Copenhagen 6
University of California System 6
Wuhan National Laboratory for Optoelectronics 6
Universite de Strasbourg 6
Chalmers University of Technology 7
Instituto Superior Tecnico 7
Technical University of Berlin 7
University of California, Davis 7
University of Twente 7
Georgia Institute of Technology, School of Electrical and Computer Engineering 7
IBM 7
University of California, Santa Cruz 7
University of California, Berkeley 7
Indian Institute of Technology, Madras 7
Swiss Federal Institute of Technology, Lausanne 7
University of California, San Diego 7
Lehigh University 8
Peking University 8
RWTH Aachen University 8
Advanced Micro Devices, Inc. 8
Johannes Kepler University Linz 8
University of Delaware 8
Huazhong University of Science and Technology 8
Sharif University of Technology 8
University of Patras 8
George Washington University 9
The University of British Columbia 9
National University of Singapore 9
Technion - Israel Institute of Technology 9
University of New South Wales 9
Saarland University 9
Ecole Normale Superieure 10
Tel Aviv University 10
INRIA Institut National de Rechereche en Informatique et en Automatique 10
Indian Institute of Science 10
Texas A and M University 10
Universidad de A Coruna 10
Tsinghua University 10
University of Minnesota System 11
Cornell University 11
University of California, Los Angeles 11
Eindhoven University of Technology 11
Universidad de Murcia 12
Florida State University 12
Universidad de Zaragoza 12
University Michigan Ann Arbor 12
University of Minnesota Twin Cities 12
University of Wisconsin Madison 12
Harvard University 13
University of Dublin, Trinity College 13
Binghamton University State University of New York 13
University of Manchester 14
Seoul National University 14
Politecnico di Milano 14
Institute of Computing Technology Chinese Academy of Sciences 14
University of Cyprus 14
National Taiwan University 15
IBM Research 15
American University of Beirut 15
HP Labs 16
Institute for Research in IT and Random Systems 16
University of California, Irvine 17
Stanford University 17
University of Texas at Austin 17
Ohio State University 18
Barcelona Supercomputing Center 18
Shanghai Jiaotong University 19
Georgia Institute of Technology 22
Carnegie Mellon University 23
University of California, Santa Barbara 24
Pennsylvania State University 26
Princeton University 26
North Carolina State University 26
University of Edinburgh 26
National University of Defense Technology China 29
University of Illinois at Urbana-Champaign 30
Chinese Academy of Sciences 35
University of Virginia 36
University of California, Riverside 39
University of Pittsburgh 44
Ghent University 53
Universitat Politecnica de Catalunya 56
Intel Corporation 59

ACM Transactions on Architecture and Code Optimization (TACO)
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