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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) 2461
Downloads (12 Months) 27150
Downloads (cumulative) 187338
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
Jingling Xue 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
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
Rami Melhem 3
Youtao Zhang 3
Chandra Krintz 3
Wim Heirman 3
Bjorn De Sutter 3
Albert Cohen 3
Prashant Nair 3
Marcelo Cintra 3
Daniel Mossé 3
Avi Mendelson 3
Stefanos Kaxiras 3
Rubén Titos-Gil 3
José García 3
Mahmut Kandemir 3
Ramesh Karri 3
Frank Mueller 3
Mary Soffa 3
Nael Abu-Ghazaleh 3
James Tuck 3
Alberto Ros 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
Hans Vandierendonck 3
Moinuddin Qureshi 3
Francky Catthoor 3
Lizy John 3
Basilio Fraguela 3
Wengfai Wong 3
Mikel Luján 3
Aamer Jaleel 3
Paolo Ienne 3
Michael Spear 3
Jose Renau 3
Yunji Chen 3
Jennifer Sartor 3
Vasilios Kelefouras 2
Guru Venkataramani 2
Ram Rangan 2
Ibrahim Hur 2
Roy Ju 2
Cecilia González-Álvarez 2
Cosmin Gorgovan 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
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
Doug Simon 2
Pablo Ibáñez 2
Xipeng Shen 2
Yosi Asher 2
Rajkishore Barik 2
Arun Kanuparthi 2
Yuanshin Hwang 2
Jason Loew 2
Olivier Serres 2
Tarek El-Ghazawi 2
David Roberts 2
Per Larsen 2
Costas Goutis 2
Oliverio Santana 2
Chenggang Wu 2
Peng Liu 2
Trevor Carlson 2
Jungho Ahn 2
Chuanjun Zhang 2
Jason Cong 2
Kenzo Van Craeynest 2
Ghassan Shobaki 2
Naveen Muralimanohar 2
Amir Morad 2
Xiangyu Dong 2
Qixiao Liu 2
Motohiro Kawahito 2
Sebastian Hack 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
Erik Hagersten 2
Amanieu D'antras 2
Jagannathan Ramanujam 2
Zheng Wang 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
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
Yingwei Luo 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
Hwansoo Han 2
Tinfook Ngai 2
Sven Verdoolaege 2
William Hasenplaugh 2
John Kim 2
Cedric Nugteren 2
Maximilien Breughe 2
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
Haewoo Park 1
Seongseok Seo 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
Eduardo Quiñones 1
Pranav Tendulkar 1
Mario Kicherer 1
Koen De Bosschere 1
Jonathan Winter 1
Thomas Kotzmann 1
Brad Calder 1
Engin Kayraklioglu 1
Panayiotis Englezakis 1
Giorgos Dimitrakopoulos 1
Jost Berthold 1
Martin Elsman 1
Cristina Silvano 1
Doheon Lee 1
Wenwen Xu 1
Shindug Kim 1
Kaiming Jiang 1
Ziliang Guo 1
Arjun Suresh 1
Luca Benini 1
Graham Yiu 1
Konstantinos Koukos 1
Sek Chai 1
Xiaolin Wang 1
Fang Hou 1
João Cardoso 1
Michel Dubois 1
Nadav Rotem 1
Yifan He 1
Qiang Dou 1
Thomas Schaub 1
Dan Feng 1
Zheng Zhang 1
Toshihiko Koju 1
Marc Duranton 1
William Ward, 1
Pablo De Oliveira Castro 1
Chadi Akel 1
Christian Zimmer 1
Min Zhao 1
Gilles Borkowski 1
Unnikrishnan C 1
Xu Zhou 1
Soumya J 1
Andrew McPherson 1
Jeffrey Draper 1
Lavanya Subramanian 1
Hai Jin 1
Donghyuk Lee 1
Aleksandar Ilic 1
Weichung Hsu 1
Byeongcheol Lee 1
Dumitru Potop-Butucaru 1
Janghaeng Lee 1
Shu Xiao 1
Kris Venstermans 1
Michael Orshansky 1
Jia Yu 1
Noel Eisley 1
Alejandro Valero 1
Lei Wang 1
Jie Hu 1
Lei Jiang 1
Tao Li 1
Esther Salamí 1
Yuan Xie 1
Yeonghun Jeong 1
Jan Lucas 1
Mark Gottscho 1
Alexandru Nicolau 1
Junghee Lee 1
Jichuan Chang 1
Gagan Agrawal 1
Edoardo Charbon 1
Hazem Hajj 1
Khaleel Mershad 1
Zidong Du 1
Zhizhou Yang 1
Zhibin Liang 1
Mihai Pricopi 1
Tulika Mitra 1
Madhura Purnaprajna 1
Frank Sem-Jacobsen 1
Yongjoo Kim 1
YaoZu Dong 1
Karel Walters 1
Daniel Orozco 1
Rishi Khan 1
Alain Ketterlin 1
Sameer Kulkarni 1
Antonio Garcia-Guirado 1
Dongsong Zhang 1
Shi Jin 1
Xavier Vera 1
Asadollah Shahbahrami 1
François Trahay 1
Troels Henriksen 1
Amir Ashouri 1
Eunjung Park 1
Minyi Guo 1
Hamed Tabkhi 1
Tom Conte 1
Charles Weems 1
Cheng Wang 1
Michael Huang 1
Buse Yılmaz 1
Yong Dou 1
Luca Gallo 1
HanBin Yoon 1
Hong Jiang 1
Heiner Litz 1
Ting Cao 1
Ricardo Dias 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
Davide Bartolini 1
Donatella Sciuto 1
Jian Li 1
Haibo Chen 1
Ling Li 1
Mark Hill 1
Francis Lau 1
Patrick Crowley 1
Keoncheol Shin 1
Fen Xie 1
Rastislav Bodík 1
Chris Newburn 1
Tong Chen 1
Xiaobing Feng 1
Christian Tenllado 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
Shengde Wang 1
Peter Gavin 1
Viacheslav Fedorov 1
Víctor Jiménez 1
Fei Guo 1
Sucheendra Palaniappan 1
Phillip Gibbons 1
Jörg Keller 1
Eri Rubin 1
Xin Tong 1
Paul Kelly 1
Leo Porter 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
Apala Guha 1
Julio Sahuquillo 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
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
Salvatore Galfano 1
Cristian Zambelli 1
Emilio Zapata 1
Karine Heydemann 1
Shubhendu Mukherjee 1
Jun Yan 1
Tianshi Chen 1
Kent Wilken 1
Kishore Kumar Pusukuri 1
Pavlos Mattheakis 1
Chunyue Liu 1
Konrad Trifunovic 1
Gabe Rudy 1
Christian Fensch 1
Greg Stitt 1
Pieter Custers 1
Michele Tartara 1
Rami Melhem 1
Yohan Ko 1
Jonghee Youn 1
Mehmet Belviranli 1
Srimat Chakradhar 1
Hans Graf 1
Qingbo Wu 1
Richard Vuduc 1
Wes Masri 1
Chienchi Chen 1
Dyer Rolán 1
Cyriel Minkenberg 1
Yiran Chen 1
Bing Liu 1
Robert Seepers 1
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
Andreas Prodromou 1
Abdel Badawy 1
Christian Andreetta 1
Giovanni Mariani 1
Elba Garza 1
Brian Railing 1
Raghuraman Balasubramanian 1
Chenhan Ho 1
Yijung Chen 1
Jim Garside 1
Michael Isnardi 1
Shoaib Akram 1
Jiyang Yu 1
Barış Aktemur 1
Samuel Kamin 1
Hideaki Komatsu 1
Dongrui She 1
Zhiying Wang 1
Quentin Colombet 1
Florian Brandner 1
Paraskevas Evripidou 1
Cristóbal Camarero 1
Ramón Beivide 1
Dan He 1
Efraim Rotem 1
Gabriel Rodríguez 1
Juan Touriño 1
Vivek Seshadri 1
David Padua 1
Patrick Eitschberger 1
Tal Ben-Nun 1
Amnon Barak 1
Magnus Jahre 1
J Ramanujam 1
Ananta Tiwari 1
Yujie Liu 1
Lee Howes 1
Johannes Doerfert 1
John Cortes 1
Olivier Rochecouste 1
Hideho Arakida 1
Mojtaba Mehrara 1
Pekka Jääskeläinen 1
Etem Deniz 1
Shahar Kvatinsky 1
Abdullah Kayi 1
Avinash Malik 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
Srikanth Srinivasan 1
Ryan Kastner 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
Nathalie Drach 1
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Sheng Li 1
Jay Brockman 1
Ruiyang Wu 1
Mark Heffernan 1
Zoe Yu 1
George Yuan 1
Sun Chan 1
Jingling Xue 1
Deshanand Singh 1
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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
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
Sabih Gerez 1
Leonid Domnitser 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
Dmitry Evtyushkin 1
Alexandre Delbem 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
Zheng Cui 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
Mihail Popov 1
William Jalby 1
Naghmeh Karimi 1
Ozgur Sinanoglu 1
Ali Jannesari 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
Hui Feng 1
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Piero Olivo 1
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Rong Chen 1
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P Thiagarajan 1
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Per Larsson-Edefors 1
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Yuliu Chen 1
Gerard Smit 1
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J Steffan 1
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Priya Nagpurkar 1
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Jianwei Liao 1
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Deke Guo 1
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Robin Paul 1
Irshad Pananilath 1
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Rajesh Gupta 1
Mingzhou Zhou 1
Bo Wu 1
Ricardo Nobre 1
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V Nandivada 1
Nong Xiao 1
Ana Varbanescu 1
Florian Rathgeber 1
Roy Campbell 1
Zia Huda 1
Jinho Suh 1
Chiehting Huang 1
Vineeth Mekkat 1
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Shuming Chen 1
Seonwook Kim 1
Carlo Sicignano 1
Smruti Sarangi 1
Li Tan 1
Dimitrios Chasapis 1
Jesús Labarta 1
Francisco Gaspar 1
Dingyong Hong 1
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Yuan Ruan 1
Chiachen Chou 1
Thomas Carle 1
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Dee Weikle 1
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Gerd Ascheid 1
Polychronis Xekalakis 1
Nikolas Ioannou 1
Stephen Keckler 1
Chienhao Lee 1
Ruth Bahar 1
Douglas Clark 1
Josep Larriba-Pey 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
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Albert Cohen 1
Kevin Williams 1
Marco Gerards 1
Thibaut Lutz 1
Leonel Sousa 1
Chao Wang 1
Wei Hu 1
Tienfu Chen 1
Ajay Joshi 1
Ian Rogers 1
Derek Pao 1
Simone Campanoni 1
Yi Yang 1
Ping Xiang 1
Benjamin Lee 1
Sule Ozev 1
Carolejean Wu 1
Lucas Vespa 1
Xiaohang Wang 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
Sharad Malik 1
Choli Wang 1
Hong Jiang 1
Dan Feng 1
Qing Yi 1
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Juan Carlos Juega 1
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Long Chen 1
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Simon Moll 1
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Hongyi Xin 1
Ely Levy 1
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Binyu Zang 1
Fabio Luporini 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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