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ACM Transactions on

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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.

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) 2138
Downloads (12 Months) 26458
Downloads (cumulative) 188629
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
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
Pen Yew 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
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
Hwansoo Han 2
Tinfook Ngai 2
Sven Verdoolaege 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
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
Quan Chen 2
Alireza Ejlali 2
Daniel Jiménez-González 2
Uday Bondhugula 2
Xipeng Shen 2
Joseph Sharkey 2
Todd Austin 2
Amit Golander 2
Diego Andrade 2
Gautham Beeraka 2
Mauricio Álvarez-Mesa 2
Mageda Sharafeddine 2
Yang Chen 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
Arun Kanuparthi 2
Peng Liu 2
Yuanshin Hwang 2
Jason Loew 2
Oliverio Santana 2
Costas Goutis 2
Chenggang Wu 2
Trevor Carlson 2
Chuanjun Zhang 2
Jungho Ahn 2
Ioannis Papaefstathiou 2
Jason Cong 2
Najm Rmaileh 1
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Hongjian Li 1
Libo Huang 1
Mingzhou Zhou 1
Bo Wu 1
Jungho Ahn 1
Hao Zhou 1
Ricardo Nobre 1
Jinho Suh 1
Wei Huang 1
Isaac Chuang 1
John Kubiatowicz 1
Mark Oskin 1
Mark Whitney 1
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Yan Meng 1
John Carter 1
Li Zhang 1
Junwhan Ahn 1
Stephen Hines 1
Daniel Williams 1
Chingwei Yeh 1
Changching Yeh 1
Jieyi Long 1
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Choonki Jang 1
Bernhard Egger 1
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Huiyang Zhou 1
Chen Cher 1
Gilberto Contreras 1
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Siva Hari 1
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Dee Weikle 1
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Hongyi Xin 1
Ely Levy 1
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Polychronis Xekalakis 1
Nikolas Ioannou 1
Stephen Keckler 1
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Ruth Bahar 1
Douglas Clark 1
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Ying Zhang 1
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Daniel Sorin 1
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Alejandro Rico 1
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Bradley Thwaites 1
Rajshekar Kalayappan 1
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Raul Vidal 1
Pedro Tomás 1
Tapio Elomaa 1
Sepehr Assadi 1
Chen Li 1
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Yongbing Huang 1
Yungang Bao 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
Zhichao Yan 1
Yujuan Tan 1
Doris Chen 1
Panagiotis Dagritzikos 1
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Michel Dubois 1
Sek Chai 1
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Martin Burtscher 1
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Koen De Bosschere 1
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Xiaolin Wang 1
V Nandivada 1
Nong Xiao 1
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Michael Huang 1
Anup Holey 1
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Clemens Hammacher 1
Amin Firoozshahian 1
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Scott Watterson 1
Yang Yang 1
Sivakumar Velusamy 1
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James Geraci 1
Nemanja Isailovic 1
Alex Aletà 1
Evan Speight 1
Pohan Wang 1
Chen Tian 1
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Davide Patti 1
Colin Blundell 1
Guibin Wang 1
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Eren Kursun 1
Ning Weng 1
George Michelogiannakis 1
Zahra Abbasi 1
Omer Khan 1
Eladio Gutiérrez 1
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Engin Ípek 1
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M Ertl 1
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Jesse Beu 1
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Hong Jiang 1
Qing Yi 1
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Juan Carlos Juega 1
José Gregorio 1
Lakshya Jain 1
Michael Gill 1
Zhangqin Huang 1
Demian Rosas-Ham 1
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Jeremy Fowers 1
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Stephen Dolan 1
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Seongseok Seo 1
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Qiang Dou 1
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Kris Venstermans 1
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Gen Li 1
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Wolfram Amme 1
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Juan Aragón 1
Long Chen 1
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Ting Cao 1
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Junghee Lee 1
Yeonghun Jeong 1
Yong Dou 1
Jim Garside 1
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Yuanchun Shi 1
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Li Wang 1
Jaekyu Lee 1
Mahdad Davari 1
Miao Yu 1
Huawei Li 1
George Patsilaras 1
Tim Harris 1
Sami Yehia 1
Benoît Pradelle 1
Michael Lyons 1
Mark Hempstead 1
Elkin Garcia 1
John Haskins 1
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Christopher Colohan 1
Unnikrishnan C 1
Xu Zhou 1
Soumya J 1
Thomas Rodriguez 1
Andrew McPherson 1
Jeffrey Draper 1
Lavanya Subramanian 1
Hai Jin 1
David Lowenthal 1
Luca Gallo 1
Heiner Litz 1
Ricardo Dias 1
Jörg Keller 1
HanBin Yoon 1
Hong Jiang 1
Phillip Gibbons 1
Eri Rubin 1
Xin Tong 1
Paul Kelly 1
Leo Porter 1
Bin Zhang 1
Zhizhong Tang 1
Apala Guha 1
Julio Sahuquillo 1
Sharon Sacco 1
Wensheng Zhang 1
Robert McDonald 1
Changkyu Kim 1
Michael Parker 1
Qiong Cai 1
Ravi Bhargava 1
Xuehai Zhou 1
Xiaoning Nie 1
Lingli Zhang 1
Marios Kleanthous 1
Kueichung Chang 1
Xi Chen 1
Seda Memik 1
Gokhan Memik 1
Rajarshi Mukherjee 1
Milo Martin 1
Damien Fetis 1
Theofanis Constantinou 1
Mike Mantor 1
Mei Yang 1
Yingtao Jiang 1
Allan Knies 1
Salvatore Galfano 1
Cristian Zambelli 1
Emilio Zapata 1
Karine Heydemann 1
Jun Yan 1
Shubhendu Mukherjee 1
Tianshi Chen 1
Kent Wilken 1
Pavlos Mattheakis 1
Donghyuk Lee 1
Aleksandar Ilic 1
Weichung Hsu 1
Byeongcheol Lee 1
Yoonseo Choi 1
Priya Nagpurkar 1
Dumitru Potop-Butucaru 1
Kypros Chrysanthou 1
Janghaeng Lee 1
Jianwei Liao 1
Vivien Begot 1
Mickael Dardaillon 1
Tanguy Risset 1
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
Sanghoon Lee 1
Christoph Kerschbaumer 1
Eric Hennigan 1
Jongman Kim 1
Yoonseo Choi 1
Jongeun Lee 1
Kishore Kumar Pusukuri 1
Konrad Trifunovic 1
Chunyue Liu 1
Gabe Rudy 1
Greg Stitt 1
Michele Tartara 1
Yohan Ko 1
Jonghee Youn 1
Rami Melhem 1
Christian Fensch 1
Pieter Custers 1
Mehmet Belviranli 1
Srimat Chakradhar 1
Hans Graf 1
Nikil Dutt 1
Qingbo Wu 1
Richard Vuduc 1
Wes Masri 1
Michael Andersch 1
John Byrne 1
Laura Ramirez 1
Samuel Burri 1
Kanit Therdsteerasukdi 1
M Chang 1
Boryeh Shen 1
Wuu Yang 1
Jeroen Cleemput 1
Abdulrahman Kaitoua 1
Dibyendu Das 1
Toan Mai 1
Javier Bruguera 1
Sylvain Girbal 1
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
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Youngsun Han 1
Hiroyuki Usui 1
Chengzhong Xu 1
Samira Khan 1
Pangfeng Liu 1
Iliano Cervesato 1
Yong Li 1
Abdel Badawy 1
Anshul Kumar 1
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Amnon Barak 1
Tal Ben-Nun 1
Magnus Jahre 1
J Ramanujam 1
Ananta Tiwari 1
Yujie Liu 1
Valeria Bertacco 1
Salvador Petit 1
Bin Li 1
Dongrui Fan 1
Haiming Liu 1
Srikanth Srinivasan 1
Ryan Kastner 1
Luis Ceze 1
Kanad Ghose 1
David Kaeli 1
Kiyoung Choi 1
Xi Li 1
Junneng Zhang 1
Jian Li 1
Ram Rajamony 1
Nectarios Koziris 1
Jason Mars 1
YenMing Chen 1
Anil Krishna 1
Hyunjin Lee 1
Robert Bell 1
R Rakvic 1
Jeffery Von Ronne 1
Benoît Meister 1
Andreas Lankes 1
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Donghyuk Woo 1
Hsien Lee 1
Davide Bertozzi 1
Stefano Carlo 1
Alejandro Martínez 1
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Zoe Yu 1
Sheng Li 1
Jay Brockman 1
Ruiyang Wu 1
George Yuan 1
Mark Heffernan 1
Sun Chan 1
Jingling Xue 1
Deshanand Singh 1
Valentín Puente 1
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David Yuste 1
Malik Khan 1
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Michael Haupt 1
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Leonid Domnitser 1
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Guang Gao 1
Tong Wu 1
Etem Deniz 1
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Shahar Kvatinsky 1
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Subhasis Das 1
David Cox 1
Lizhong Chen 1
Woojin Choi 1
Donatella Sciuto 1
Yeoul Na 1
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Saugata Ghose 1
Janjan Wu 1
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Chunghsiang Lin 1
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Zheng Cui 1
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Shuai Mu 1
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Jinbo Xu 1
Eran Shifer 1
Jie Zhou 1
Gert Van Den Braak 1
Zhenlin Wang 1
Beayna Grigorian 1
Mihail Popov 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
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Dominik Grewe 1
David Ham 1
Laura Carrington 1
Ali Jannesari 1
Stephen Plaza 1
Jason Blome 1
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Yan Luo 1
Yatish Patel 1
Dean Copsey 1
Narayanan Vijaykrishnan 1
Nitya Ranganathan 1
Doug Burger 1
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Hungwei Tseng 1
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Karin Strauss 1
Yu Bai 1
Philo Juang 1
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Lixin Zhang 1
Kornilios Kourtis 1
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Qin Zhao 1
Ioana Cutcutache 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
Martin Schulz 1
Richard Strong 1
Ivan Sham 1
Ioannis Doudalis 1
Jinseong Jeon 1
Brian Fields 1
Kristof Du Bois 1
Huimin Cui 1
Albert Cohen 1
Jimmy Cleary 1
Mark Purcell 1
Pablo Abad 1
Fabien Coelho 1
Suresh Purini 1
Chun Chen 1
Mick Jordan 1
Murray Cole 1
Servesh Muralidharan 1
Bin Ren 1
Bartosz Bogdański 1
Jason McCandless 1
Ernst Gran 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
Christian Häubl 1
Georgios Tournavitis 1
Lei Liu 1
Mingyu Chen 1
Huahan Zhang 1
Zehan Cui 1
Andreas Panteli 1
Preeti Panda 1
Fritz Henglein 1
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Wenhao Jia 1
Kelly Shaw 1
Eric Hein 1
Thomas Würthinger 1
Jack Sampson 1
Vinay Gangadhar 1
Aravind Acharya 1
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Ehsan Totoni 1
Andrei Hagiescu 1
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Sergei Dyshel 1
Marcel Zalmanovici 1
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Yaoqing Gao 1
Zheng Wang 1
Sang Do 1
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Michael Boyer 1
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Madhavi Valluri 1
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Michael Kozuch 1
Jan Meyer 1
Gheorghe Bercea 1
Adam Jundt 1
Kypros Constantinides 1
Eric Debes 1
Yenkuang Chen 1
José Duato 1

Affiliation Paper Counts
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
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
University of Massachusetts Lowell 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
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Sun Microsystems 3
University of Louisiana at Lafayette 3
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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
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
University of Minnesota System 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
Cornell University 11
University of California, Los Angeles 11
University of Minnesota Twin Cities 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 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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