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A Bimodal Scheduler for Coarse-Grained Reconfigurable Arrays

Compilers for Course-Grained Reconfigurable Array (CGRA) architectures suffer from long compilation times and code quality levels far below the... (more)

Exploiting Hierarchical Locality in Deep Parallel Architectures

Parallel computers are becoming deeply hierarchical. Locality-aware programming models allow programmers to control locality at one level through... (more)

MInGLE

The end of Dennard scaling leads to new research directions that try to cope with the utilization wall in modern chips, such as the design of specialized architectures. Processor customization utilizes transistors more efficiently, optimizing not only for performance but also for power. However,... (more)

FinPar

Commodity many-core hardware is now mainstream, but parallel programming models are still lagging behind in efficiently utilizing the application parallelism. There are (at least) two principal reasons for this. First, real-world programs often take the form of a deeply nested composition of... (more)

A New Compilation Flow for Software-Defined Radio Applications on Heterogeneous MPSoCs

The advent of portable software-defined radio (sdr) technology is tightly linked to the resolution of a difficult problem: efficient compilation of... (more)

Dynamic Process Migration Based on Block Access Patterns Occurring in Storage Servers

An emerging trend in developing large and complex applications on today’s high-performance computers is to couple independent components into a... (more)

COBAYN

The variety of today’s architectures forces programmers to spend a great deal of time porting and tuning application codes across different platforms. Compilers themselves need additional tuning, which has considerable complexity as the standard optimization levels, usually designed for the average case and the specific target architecture,... (more)

An Online and Real-Time Fault Detection and Localization Mechanism for Network-on-Chip Architectures

Networks-on-Chip (NoC) are becoming increasingly susceptible to emerging reliability threats. The need to detect and localize the occurrence of faults... (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.

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.

Variable Liberalization

In this work, we introduce variable liberalization, a technique that strategically relaxes dependences on temporary vari- ables in different loop nests to achieve loop fusion while preserving semantical correctness of the optimized program. Such relaxation of dependences effectively amounts to variable expansion, thus achieving the benefit of an increased degree of freedom for program transformation, but without an actual expansion. Results demonstrate parallel performance improvement of 1.92x over the Intel compiler, averaged over the 9 hot regions, and an overall improvement of as much as 2.17x for an entire application, on an 8-core Intel Xeon processor.

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

High-quality algorithms for optical flow computation are computationally intensive. This results in low computational speed, which limits the applicability of optical flow computation in real-world applications. In this paper, we propose an optimized implemention of the classical CBG model on the Xilinx ZYNQ FPGA SoC by take the advantage of the inherant algorithmic parallelism and ZYNQ architecture. This FPGA-accelerated computation is 33x faster than that of the pure software with a low power consumption. We use C instead of HDLs to describe the algorithm and techniques to reduce the complexity of the development, which to improve the development speed.

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 471
Citation Count 1626
Available for Download 471
Downloads (6 weeks) 2456
Downloads (12 Months) 27256
Downloads (cumulative) 187444
Average downloads per article 398
Average citations per article 3
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
Mateo Valero 6
Margaret Martonosi 6
Jingling Xue 6
Norman Jouppi 6
David Gregg 6
Antonia Zhai 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
Laxmi Bhuyan 5
Christian Wimmer 5
David Whalley 5
Onur Mutlu 5
Jaume Abella 5
Adrián Cristal 5
Tor Aamodt 4
Jack Davidson 4
Daniel Jiménez 4
Oğuz Ergin 4
Louis Pouchet 4
Milos Prvulovic 4
Yiannakis Sazeides 4
Sarita Adve 4
Miquel Moretó 4
Osman Ünsal 4
Christos Kozyrakis 4
Francisco Cazorla 4
Chengyong Wu 4
María Garzarán 4
Yu Du 4
Dmitry Ponomarev 4
Timothy Jones 4
David Brooks 4
Mateo Valero 4
Ponnuswamy Sadayappan 3
Walid Najjar 3
Ramón Doallo 3
Shuangde Fang 3
Chialin Yang 3
José Llabería 3
Josep Torrellas 3
Ran Ginosar 3
Antoniu Pop 3
Wim Heirman 3
Rami Melhem 3
Youtao Zhang 3
Chandra Krintz 3
Bjorn De Sutter 3
Albert Cohen 3
Stefanos Kaxiras 3
Prashant Nair 3
Marcelo Cintra 3
Daniel Mossé 3
Avi Mendelson 3
Rubén Titos-Gil 3
José García 3
Mahmut Kandemir 3
Alberto Ros 3
Ramesh Karri 3
Nael Abu-Ghazaleh 3
Frank Mueller 3
Mary Soffa 3
James Tuck 3
Jue Wang 3
Michael Franz 3
Hanspeter Mössenböck 3
Prasad Kulkarni 3
Víctor Viñals 3
Xiangyu Dong 3
Kim Hazelwood 3
David Tarjan 3
Miao Zhou 3
Pierre Michaud 3
Todd Mowry 3
Mikel Luján 3
Hans Vandierendonck 3
Moinuddin Qureshi 3
Francky Catthoor 3
Lizy John 3
Basilio Fraguela 3
Wengfai Wong 3
Aamer Jaleel 3
Paolo Ienne 3
Michael Spear 3
Jennifer Sartor 3
Jose Renau 3
Yunji Chen 3
Hwansoo Han 2
Tinfook Ngai 2
Sven Verdoolaege 2
William Hasenplaugh 2
John Kim 2
Cedric Nugteren 2
Maximilien Breughe 2
Jason Cong 2
Ghassan Shobaki 2
Naveen Muralimanohar 2
Amir Morad 2
Xiangyu Dong 2
Cosmin Gorgovan 2
Motohiro Kawahito 2
Sebastian Hack 2
Erik Hagersten 2
Amanieu D'antras 2
Betul Buyukkurt 2
Rupesh Nasre 2
Gennady Pekhimenko 2
Zhibin Yu 2
Xiaofei Liao 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
Chrysostomos Nicopoulos 2
Jagannathan Ramanujam 2
Zheng Wang 2
Doug Simon 2
Michael Smith 2
Olivier Temam 2
Stefan Brunthaler 2
Ron Gabor 2
Neil Vachharajani 2
Dean Tullsen 2
Jin Lin 2
Yunheung Paek 2
Shashidhar Mysore 2
Magnus Själander 2
Carlos Álvarez 2
Ben Juurlink 2
Fabrice Rastello 2
Leonid Yavits 2
Sanyam Mehta 2
Yingwei Luo 2
Philippe Clauss 2
Ahmad Anbar 2
Christophe Dubach 2
Angeliki Kritikakou 2
Olivier Temam 2
Alex Ramírez 2
Jason Hiser 2
Jianjun Li 2
David August 2
Anurag Negi 2
Simon Steely 2
Nathanael Premillieu 2
Venmugil Elango 2
Wenjia Ruan 2
Chuntao Jiang 2
Scott Mahlke 2
Gabriel Loh 2
Bronis De Supinski 2
Min Feng 2
Xuejun Yang 2
Qixiao Liu 2
Vasilios Kelefouras 2
Guru Venkataramani 2
Ram Rangan 2
Ibrahim Hur 2
Roy Ju 2
Cecilia González-Álvarez 2
Michael O’boyle 2
Xueyang Wang 2
Glenn Reinman 2
Grigori Fursin 2
Jacob Leverich 2
Morteza Kafshdooz 2
Alireza Ejlali 2
Komal Jothi 2
Frederic Chong 2
Quan Chen 2
Yuanyuan Zhou 2
Manlap Li 2
Xiaobing Feng 2
Karthik Sankaranarayanan 2
Abhishek Bhattacharjee 2
Yong Li 2
Banit Agrawal 2
Uday Bondhugula 2
Daniel Jiménez-González 2
Joel Emer 2
John Cavazos 2
Gautham Beeraka 2
Mauricio Álvarez-Mesa 2
Xipeng Shen 2
Joseph Sharkey 2
Todd Austin 2
Marco Santambrogio 2
Kishore Pusukuri 2
Edwin Bonilla 2
Amit Golander 2
Diego Andrade 2
Ravishankar Iyer 2
Li Zhao 2
Yang Chen 2
Mageda Sharafeddine 2
Yangchun Luo 2
Mary Irwin 2
Michela Becchi 2
Bart Coppens 2
Pablo Ibáñez 2
Yosi Asher 2
Rajkishore Barik 2
Kenzo Van Craeynest 2
Peng Liu 2
Arun Kanuparthi 2
Yuanshin Hwang 2
Jason Loew 2
Tarek El-Ghazawi 2
Olivier Serres 2
David Roberts 2
Per Larsen 2
Costas Goutis 2
Oliverio Santana 2
Chenggang Wu 2
Trevor Carlson 2
Jungho Ahn 2
Chuanjun Zhang 2
Vesna Smiljkovic 1
George Tzenakis 1
Carl Beckmann 1
Yujie Liu 1
Lingmei Weng 1
Zhe Wang 1
Junli Gu 1
Michael Andersch 1
Nikil Dutt 1
Hyunggyu Lee 1
John Byrne 1
Laura Ramirez 1
Samuel Burri 1
Abdulrahman Kaitoua 1
Wuu Yang 1
Boryeh Shen 1
Jeroen Cleemput 1
M Chang 1
Kanit Therdsteerasukdi 1
Toan Mai 1
Dibyendu Das 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
Abdel Badawy 1
Andreas Prodromou 1
Christian Andreetta 1
Giovanni Mariani 1
Elba Garza 1
Brian Railing 1
Raghuraman Balasubramanian 1
Chenhan Ho 1
Yijung Chen 1
Hideaki Komatsu 1
Dongrui She 1
Zhiying Wang 1
Quentin Colombet 1
Florian Brandner 1
Paraskevas Evripidou 1
David Padua 1
Cristóbal Camarero 1
Ramón Beivide 1
Dan He 1
Efraim Rotem 1
Gabriel Rodríguez 1
Juan Touriño 1
Vivek Seshadri 1
Patrick Eitschberger 1
Tal Ben-Nun 1
Amnon Barak 1
Magnus Jahre 1
J Ramanujam 1
Ananta Tiwari 1
Yujie Liu 1
Dmitry Evtyushkin 1
Alexandre Delbem 1
Lee Howes 1
Johannes Doerfert 1
Olivier Rochecouste 1
John Cortes 1
Hideho Arakida 1
Mojtaba Mehrara 1
Pekka Jääskeläinen 1
Etem Deniz 1
Avinash Malik 1
Abdullah Kayi 1
Shahar Kvatinsky 1
Zonglin Liu 1
Woojin Choi 1
Subhasis Das 1
Lizhong Chen 1
Yeoul Na 1
Donatella Sciuto 1
Marc Casas 1
Eduard Ayguadé 1
Saugata Ghose 1
Janjan Wu 1
Hugh Leather 1
Gulfem Savrun-Yeniceri 1
Eric Seckler 1
Licheng Chen 1
Mingyu Chen 1
Shyhtsunfelix Wu 1
Jedidiah Crandall 1
Shiwen Hu 1
Michal Wegiel 1
Weifeng Xu 1
Valeria Bertacco 1
Bin Li 1
Salvador Petit 1
Dongrui Fan 1
Haiming Liu 1
Ryan Kastner 1
Srikanth Srinivasan 1
Kanad Ghose 1
David Kaeli 1
Luis Ceze 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
Hyunjin Lee 1
Anil Krishna 1
Robert Bell 1
R Rakvic 1
Jeffery Von Ronne 1
Benoît Meister 1
Andreas Lankes 1
Andreas Herkersdorf 1
Donghyuk Woo 1
Hsien Lee 1
Stefano Carlo 1
Davide Bertozzi 1
Alejandro Martínez 1
Nathalie Drach 1
Sheng Li 1
Jay Brockman 1
Ruiyang Wu 1
George Yuan 1
Zoe Yu 1
Mark Heffernan 1
Valentín Puente 1
Sun Chan 1
Jingling Xue 1
Deshanand Singh 1
Mau Frank Chang 1
David Yuste 1
Malik Khan 1
Jens Palsberg 1
Paraskevas Yiapanis 1
Michael Haupt 1
Yu Chen 1
Dave Herman 1
Jianhua Sun 1
Pen Yew 1
Germán Rodríguez 1
Jisheng Zhao 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
Biswabandan Panda 1
Yuntan Fang 1
Chao Zhang 1
Gyungsu Byun 1
Glenn Reinman 1
Zhenjiang Wang 1
Leonid Domnitser 1
Sabih Gerez 1
Manuel Acacio 1
Wolfgang Karl 1
Guang Gao 1
Tong Wu 1
David Cox 1
Brett Brotherton 1
Lin Tan 1
Hussam Mousa 1
Cosmin Oancea 1
Jerome Martin 1
Gianluca Palermo 1
Gilles Duboscq 1
Tao Zhang 1
Matthew Poremba 1
Chunghsiang Lin 1
Atieh Lotfi 1
Abbas Rahimi 1
Ali Bakhoda 1
Hiroshi Inoue 1
Toshio Nakatani 1
Avinash Malik 1
Eran Shifer 1
Jinbo Xu 1
Jie Zhou 1
Jan Martinsen 1
Anders Isberg 1
Radu Teodorescu 1
Enrique Vallejo 1
Wei Tong 1
Martin Kong 1
Ramaswamy Govindarajan 1
Helge Bahmann 1
Nico Reissmann 1
Dominik Grewe 1
David Ham 1
Laura Carrington 1
Ali Jannesari 1
Gert Van Den Braak 1
Zhenlin Wang 1
Mihail Popov 1
William Jalby 1
Naghmeh Karimi 1
Ozgur Sinanoglu 1
Beayna Grigorian 1
Rongguey Chang 1
Heikki Kultala 1
Hamid Sarbazi-Azad 1
Y Srikant 1
Ehsan Ardestani 1
William Dally 1
Zizhong Chen 1
Huahan Zhang 1
Preeti Panda 1
Christian Häubl 1
Zehan Cui 1
Lei Liu 1
Mingyu Chen 1
Georgios Tournavitis 1
Jaydeep Marathe 1
Barry Rountree 1
Hui Feng 1
Edmund Lai 1
Stephen Plaza 1
Jason Blome 1
Yan Luo 1
Vassos Soteriou 1
Dean Copsey 1
Yatish Patel 1
Narayanan Vijaykrishnan 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
Kornilios Kourtis 1
Georgios Goumas 1
Qin Zhao 1
Ioana Cutcutache 1
Sangyeun Cho 1
Ahmad Samih 1
Arun Raghavan 1
José GonzáLez 1
Jialin Dou 1
Thomas Wild 1
Marek Chrobak 1
Joshua Fryman 1
Fred Bower 1
Sandeep Gupta 1
Paolo Prinetto 1
Venkata Tavva 1
Rakesh Kumar 1
Thomas Conte 1
Richard Strong 1
Jinseong Jeon 1
Martin Schulz 1
Ivan Sham 1
Ioannis Doudalis 1
Brian Fields 1
Huimin Cui 1
Albert Cohen 1
Suresh Purini 1
Jimmy Cleary 1
Mark Purcell 1
Pablo Abad 1
Kristof Du Bois 1
Fabien Coelho 1
Chun Chen 1
Murray Cole 1
Mick Jordan 1
Servesh Muralidharan 1
Ehsan Totoni 1
Andrei Hagiescu 1
Ioannis Sourdis 1
Sergei Dyshel 1
Marcel Zalmanovici 1
Zhao Zhang 1
Bin Ren 1
Bartosz Bogdański 1
John Demme 1
Simha Sethumadhavan 1
Ernst Gran 1
Jason McCandless 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
Andreas Panteli 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
Yongwen Wang 1
Zheng Wang 1
Håkan Grahn 1
Xing Zhou 1
Michael Kozuch 1
Jan Meyer 1
Gheorghe Bercea 1
Adam Jundt 1
Yaoqing Gao 1
Sang Do 1
Sehoon Lim 1
Luiz Martins 1
Benedict Gaster 1
Jason Villarreal 1
Michael Boyer 1
Fang Liu 1
Tapio Elomaa 1
Najm Rmaileh 1
Yazhuo Dong 1
Hongjian Li 1
Libo Huang 1
Morteza Hoseinzadeh 1
Sepehr Assadi 1
Bradley Thwaites 1
Rajshekar Kalayappan 1
Shuaiwenleon Song 1
Raul Vidal 1
Pedro Tomás 1
Chen Li 1
Neeraj Goel 1
Yongbing Huang 1
Yungang Bao 1
Jiang Zheng 1
Madhavi Valluri 1
Sriraman Tallam 1
Ritu Gupta 1
Kypros Constantinides 1
Eric Debes 1
Yenkuang Chen 1
José Duato 1
Wei Huang 1
Isaac Chuang 1
John Kubiatowicz 1
Mark Whitney 1
Mark Oskin 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
Grigorios Magklis 1
Pedro Chaparro 1
Meeta Gupta 1
Choonki Jang 1
Bernhard Egger 1
Rachid Seghir 1
Vincent Loechner 1
Jingfei Kong 1
Huiyang Zhou 1
Georgios Varsamopoulos 1
Chen Cher 1
Gilberto Contreras 1
Piero Olivo 1
Jungho Ahn 1
George Matheou 1
Simon Moll 1
Rakesh Komuravelli 1
Hongyi Xin 1
Ely Levy 1
Zhenman Fang 1
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Fabio Luporini 1
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Florian Rathgeber 1
Roy Campbell 1
Zia Huda 1
Mingzhou Zhou 1
Bo Wu 1
Hao Zhou 1
Ricardo Nobre 1
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Chiehting Huang 1
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Tzongyen Lin 1
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Seonwook Kim 1
Carlo Sicignano 1
Smruti Sarangi 1
Li Tan 1
Dimitrios Chasapis 1
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Chienhao Lee 1
Ruth Bahar 1
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Josep Larriba-Pey 1
Farrukh Hijaz 1
Pradeep Ramachandran 1
Siva Hari 1
Rong Chen 1
Daofu Liu 1
Saurabh Sharma 1
Brian Rogers 1
Karan Singh 1
Sally McKee 1
Wei Zhang 1
Chengkok Koh 1
Yiran Chen 1
Hai Li 1
Jonas Maebe 1
Owen Callanan 1
Jacqueline Chame 1
Ozcan Ozturk 1
Michael Van De Vanter 1
Greg Brown 1
John Wernsing 1
Kyoungwoo Lee 1
Bita Mazloom 1
Narasimha Reddy 1
Walid Ghandour 1
Zhijia Zhao 1
Paul Gratz 1
Hai Jin 1
Vivek Sarkar 1
Lieven Eeckhout 1
Yaojun Zhang 1
Dimitrios Siskos 1
Yanan Cao 1
Per Larsson-Edefors 1
Dimitrios Nikolopoulos 1
Yi Xu 1
Abbas BanaiyanMofrad 1
Wonsub Kim 1
Kevin Lim 1
Paolo Faraboschi 1
Víctor Yúfera 1
Mazen Saghir 1
Zhengwei Qi 1
Yungcheng Ma 1
Jongeun Lee 1
Benoít Dupont De Dinechin 1
Yuliu Chen 1
Gerard Smit 1
Bo Zhao 1
Kyuseung Han 1
Douglas Jones 1
Yujung Cheng 1
Christopher Hughes 1
Ying Zhang 1
Xudong Fang 1
Qiong Cai 1
Wei Lin 1
Fuxin Zhang 1
Yu Chen 1
Soojung Ryu 1
Daniel Sorin 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
Panagiotis Dagritzikos 1
Albert Cohen 1
Kevin Williams 1
Marco Gerards 1
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V Nandivada 1
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Adam Lewis 1
Yang Yang 1
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Alex Aletà 1
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Pohan Wang 1
Chen Tian 1
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Davide Patti 1
Colin Blundell 1
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Andrei Terechko 1
Eren Kursun 1
Ning Weng 1
George Michelogiannakis 1
Zahra Abbasi 1
Eladio Gutiérrez 1
Omer Khan 1
Andi Drebes 1
Wankang Zhao 1
Weiwu Hu 1
Daniel Lustig 1
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M Ertl 1
Samihan Yedkar 1
Nicolas Melot 1
Andreas Moshovos 1
Hong Trinh 1
Chingchi Chi 1
Felix Wolf 1
Buse Yılmaz 1
Michael Huang 1
Derek Hower 1
Clemens Hammacher 1
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Anup Holey 1
Kevin Streit 1
Amin Firoozshahian 1
Jesse Elwell 1
Jarmo Takala 1
Alper Sen 1
Dong Wang 1
José Briz 1
Hadi Esmaeilzadeh 1
Yaohua Wang 1
Lihang Zhao 1
Leonel Sousa 1
Chunchen Hsu 1
Ninghui Sun 1
Zehan Cui 1
Yungang Bao 1
Scott Watterson 1
Lian Li 1
Felix Engel 1
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Gary Tyson 1
Manuel Hohenauer 1
Lukasz Strozek 1
Hongbo Rong 1
Ramaswamy Govindarajan 1
Pedro López 1
Nianfeng Tzeng 1
Huimin Cui 1
Jaehyuk Huh 1
Ramadass Nagarajan 1
Lawrence Rauchwerger 1
Xiangyu Zhang 1
Ravi Rajwar 1
Dmitry Ponomarev 1
Zhigang Hu 1
Phil Diodato 1
Kevin Casey 1
Engin Ípek 1
Jose Ignacio Gomez 1
Ioannis Papaefstathiou 1
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Apostolos Dollas 1
Chunhua Xiao 1
Hao Wu 1
Mary Hall 1
Mohit Tiwari 1
Robert Schreiber 1
Abhinandan Majumdar 1
Jishen Zhao 1
Hyesoon Kim 1
José Castaños 1
Juan Cebrián 1
Yingying Tian 1
Myeongjae Jeon 1
Conglong Li 1
Naznin Fauzia 1
Shuchang Shan 1
Seongseok Seo 1
Haewoo Park 1
Andrea Mondelli 1
Ragavendra Natarajan 1
Sheng Li 1
Teresa Arnal 1
Todd Mytkowicz 1
Philip Brisk 1
Yang Chen 1
Haibing Guan 1
Di Xu 1
Ramakrishna Upadrasta 1
Elisardo Antelo 1
Tom Bruintjes 1
Bert Molenkamp 1
Frederick Ryckbosch 1
Roman Malits 1
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Pranav Tendulkar 1
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Wei Hu 1
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Unnikrishnan C 1
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Soumya J 1
Andrew McPherson 1
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Lavanya Subramanian 1
Hai Jin 1
Donghyuk Lee 1
Aleksandar Ilic 1
Weichung Hsu 1
Byeongcheol Lee 1
Janghaeng Lee 1
Dumitru Potop-Butucaru 1
Shu Xiao 1
Kris Venstermans 1
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Jia Yu 1
Noel Eisley 1
Alejandro Valero 1
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Long Chen 1
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Ting Cao 1
Yuan Xie 1
Yeonghun Jeong 1
Jan Lucas 1
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Jichuan Chang 1
Junghee Lee 1
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Khaleel Mershad 1
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Amir Ashouri 1
Eunjung Park 1
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Hamed Tabkhi 1
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Charles Weems 1
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Yong Dou 1
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HanBin Yoon 1
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Lei Wang 1
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Esther Salamí 1
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Xiaoxia Wu 1
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Gen Li 1
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Stefan Wallentowitz 1
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Xiuyi Zhou 1
Alvinwy Su 1
Emrah Islek 1
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Davide Bartolini 1
Donatella Sciuto 1
Jian Li 1
Haibo Chen 1
Ling Li 1
Patrick Crowley 1
Keoncheol Shin 1
Francis Lau 1
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Mark Hill 1
Tong Chen 1
Christian Tenllado 1
Fen Xie 1
Xiaobing Feng 1
Riyadh Baghdadi 1
François Irigoin 1
Protonu Basu 1
Boubacar Diouf 1
Can Hantas 1
Albert Cohen 1
Laurent Daynès 1
Yuanchun Shi 1
Tanima Dey 1
Wei Wang 1
Li Wang 1
Jaekyu Lee 1
Heiner Litz 1
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Phillip Gibbons 1
Jörg Keller 1
Eri Rubin 1
Xin Tong 1
Paul Kelly 1
Leo Porter 1
Jim Garside 1
Barış Aktemur 1
Samuel Kamin 1
Michael Isnardi 1
Shoaib Akram 1
Jiyang Yu 1
Eric Petit 1
Michel, Dubois 1
Mark Horowitz 1
Iliano Cervesato 1
Aravind Sukumaran-Rajam 1
Shenggang Chen 1
Santanu Chattopadhyay 1
Rafael Possignolo 1
Amir Yazdanbakhsh 1
Susmit Sarkar 1
Youngsun Han 1
Riccardo Cattaneo 1
Hiroyuki Usui 1
Chengzhong Xu 1
Samira Khan 1
Pangfeng Liu 1
Anshul Kumar 1
Yong Li 1
Mehrzad Samadi 1
Amir Hormati 1
Samantika Subramaniam 1
David Lowenthal 1
Bin Zhang 1
Zhizhong Tang 1
Julio Sahuquillo 1
Apala Guha 1
Sharon Sacco 1
Wensheng Zhang 1
Robert McDonald 1
Changkyu Kim 1
Michael Parker 1
Qiong Cai 1
Xuehai Zhou 1
Xiaoning Nie 1
Shengde Wang 1
Peter Gavin 1
Viacheslav Fedorov 1
Víctor Jiménez 1
Sucheendra Palaniappan 1
R Ramanathan 1
P Thiagarajan 1
Pedro Peris-Lopez 1
Dorit Nuzman 1
Daniel Sánchez 1
Sanghoon Lee 1
Christoph Kerschbaumer 1
Eric Hennigan 1
Michael Jantz 1
Jongeun Lee 1
Jongman Kim 1
Yoonseo Choi 1
Mahdad Davari 1
Huawei Li 1
Miao Yu 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
Wei Liu 1
Rodolfo Neuber 1
Christopher Colohan 1
Thomas Rodriguez 1
Yoonseo Choi 1
Priya Nagpurkar 1
Kypros Chrysanthou 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
Ravi Bhargava 1
Lingli Zhang 1
Marios Kleanthous 1
Kueichung Chang 1
Xi Chen 1
Rajarshi Mukherjee 1
Seda Memik 1
Gokhan Memik 1
Milo Martin 1
Damien Fetis 1
Theofanis Constantinou 1
Mike Mantor 1
Mei Yang 1
Yingtao Jiang 1
Allan Knies 1
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Cristian Zambelli 1
Emilio Zapata 1
Karine Heydemann 1
Tianshi Chen 1
Shubhendu Mukherjee 1
Jun Yan 1
Kent Wilken 1
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Chunyue Liu 1
Konrad Trifunovic 1
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Christian Fensch 1
Greg Stitt 1
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Yohan Ko 1
Jonghee Youn 1
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Richard Vuduc 1
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Chienchi Chen 1
Dyer Rolán 1
Cyriel Minkenberg 1
Yiran Chen 1
Bing Liu 1
Robert Seepers 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 University 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
University of the Saarland 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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