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SynchroTrace: Synchronization-Aware Architecture-Agnostic Traces for Lightweight Multicore Simulation of CMP and HPC Workloads

DiagSim: Systematically Diagnosing Simulators for Healthy Simulations

Extending Moore’s Law via Computationally Error-Tolerant Computing

Improving Parallelism in Hardware Transactional Memory

Benzene: An Energy-Efficient Distributed Hybrid Cache Architecture for Manycore Systems

Performance Optimization of the HPCG Benchmark on the Sunway TaihuLight Supercomputer

NEWS

TACO Goes Gold Open Access

As of July 2018, and for a four-year period, all papers published in ACM Transactions on Architecture and Code Optimization (TACO) will be published as Gold Open Access (OA) and will be free to read and share via the ACM Digital Library. READ MORE

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. READ MORE

Managing Heterogeneous Datacenters with Tokens

Ensuring fairness in a system with scarce and commonly preferred resources requires time sharing. We consider a heterogeneous system with a few ``big'' and many ``small'' processors. We allocate heterogeneous processors using a novel token mechanism that supports game-theoretic notions of fairness. The mechanism frames the allocation problem as a repeated game. In each round of the game, users request big processors and spend a token if their request is granted. We formulate game dynamics and optimize users' strategies to produce an equilibrium. Our token mechanism outperforms classical, fair mechanisms by 1.7x, and is competitive with a performance maximizing mechanism

Extreme-Scale High-order WENO Simulations of 3-D Detonation Wave with Ten Million Cores

High-order stencil computations, frequently found in many applications, pose severe challenges to emerging many-core platforms due to the complexities of hardware architectures as well as the sophisticated computing and data movement patterns. In this work tackle the challenge of high-order WENO computations in extreme-scale simulations of 3-D gaseous wave on Sunway TaihuLight. We design efficient parallelization algorithms and present effective optimization techniques to fully exploit various parallelisms with reduced memory footprint, enhanced data reuse, and balanced computation load. Test results show the optimized code can scale to 9.98 million cores, solving 12.74 trillion unknowns with 23.12 Pflops double-precision performance.

ReveNAND: A Fast-Drift Aware Resilient 3D NAND Flash Design

While the paradigm shift from planar(2D) to vertical(3D) model can prepare the NAND-flash technology for next-generation storage applications, the fast-threshold-drift can introduce charge-loss in such 3D-NAND cells and generate errors. In this work, we present an elastic read reference(ERR) for reducing such errors, introduce an intra-block page organization scheme(hitch-hike) to provide stronger ECC for error-prone pages, and a reinforcement-learning based data refill scheme(iRefill) to counter fast-drift with minimum overhead. Finally, we present the first analytic model to characterize fast-drift. Compared to conventional designs, our design can reduce fast-drift errors by 87%, on average, and lower the ECC latency/energy overhead significantly.

Predictable Thread Coarsening

Thread coarsening on GPUs combines the work of several threads into one. We present a method for estimating the optimal coarsening factor, based on a low-cost, approximate analysis of cache line re-use and a performance prediction model based on occupancy. An LLVM-based tool chain is also described that implements this model-directed coarsesing optimisation for two different coarsening strategies. The results obtained on three different NVidia GPU architectures show that achieving speedups of up to 4.85x can thus be automated and that cache line re-use analysis avoids coarsening in around 89% of cases that would otherwise lead to worse performance.

DDRNoC: Dual Data-Rate Network-on-Chip

This paper introduces DDRNoC, an on-chip interconnection network able to route packets at Dual Data Rate. The cycle time of current 2D-mesh Network-on-Chip routers is limited by their control as opposed to the datapath which exhibits significant slack. DDRNoC capitalizes on this observation allowing two flits per cycle to share the same datapath, thereby, improving throughput. Alternatively, using lower voltage circuits, the above slack is exploited reducing power consumption while matching SDR throughput. In addition, DDRNoC exhibits reduced clock distribution power, improving energy efficiency, as it needs slower clock than a SDR network that routes packets at the same rate.

CACF: A Novel Circuit-Architecture Co-optimization Framework for Improving Performance, Reliability and Energy of ReRAM-based Main Memory System

ReRAM is a promising candidate as the replacement for DRAM. In this paper, we propose a novel circuit-architecture co-optimization framework for improving the performance, reliability and energy of ReRAM-based main memory system. At circuit level, we propose a novel double-sided write driver design to reduce the IR drops along bitlines. At circuit-architecture level, we propose a RESET disturbance detection scheme to solve the write disturbance problem for the high reliability with low overheads. At architecture level, a region partition with address remapping method and two flip schemes are proposed to improve the access latency, reliability and energy of ReRAM arrays.

NUMA-Caffe: NUMA-Aware Deep Learning Neural Networks

Convolution Neural Networks have become increasingly popular for their capability in pattern classification. However, modern CPU architectures employ NUMA technique to integrate multiple sockets, which incurs unique challenges for designing highly efficient CNN frameworks. For this we propose NUMA-aware multi-solver based CNN design, named NUMA-Caffe, for accelerating DNN on multi- and many-core CPU architectures. Through a thorough empirical study on four contemporary NUMA-based multi- and many-core architectures, our experimental results demonstrate that NUMA-Caffe significantly outperforms the state-of-the-art Caffe designs in terms of both throughput and scalability.

Cross-Layer Memory Management to Improve DRAM Energy Efficiency

Memory efficiency has become critically important for a wide range of computing domains. It is difficult to control the distribution and usage of memory power because these effects depend upon activity across the vertical execution stack. To address this challenge, we construct a novel framework that employs object placement, cross-layer communication, and page-level management to effectively distribute application objects in the DRAM hardware to achieve desired power/performance goals. This work describes the design and implementation of our framework, which is the first to integrate automatic profiling and analysis of application data with fine-grained management of memory hardware in the OS.

DarkCache: Energy-performance Optimization of Tiled Multi-cores by Adaptively Power Gating LLC Banks

Several cache partitioning schemes are proposed in multi-cores that implement monolithic LLCs to optimize the energy and performance metrics by primarily minimizing the interferences between applications competing for the shared LLC. The work presents DarkCache a novel cache partitioning scheme for tiled LLC architectures to optimize the EDP by dynamically turning off the unused LLC banks. The proposed architecture is application independent and allows the LLC reconfiguration without blocking the application execution. Results considering both 16- and 64-core architectures using the complete Splash2x suite show an average EDP improvement up to 38% with a performance degradation limited to 2%.

Elastic Places: an adaptive resource manager for scalable and portable performance

The diversity and complexity of modern computing platforms makes the development of scalable and portable software challenging. Tuning the amount of work per task can balance parallelism and scheduling overheads, but cannot easily tune for memory bandwidth nor avoid inter-task interference. We propose a complementary approach, tuning the amount of resources allocated to tasks, and combine it with software-defined task topologies to provide portable locality. These ideas are combined into a low-overhead resource management scheme called Elastic Places. Experimental results show that Elastic Places provides both high scalability and performance portability, with speed-ups up to 2.3x compared to state-of-the-art runtimes.

Toward kilo-instruction processors

IATAC: a smart predictor to turn-off L2 cache lines

Software-controlled fault tolerance

Non-monopolizable caches: Low-complexity mitigation of cache side channel attacks

When Prefetching Works, When It Doesn’t, and Why

Polyhedral parallel code generation for CUDA

The McPAT Framework for Multicore and Manycore Architectures: Simultaneously Modeling Power, Area, and Timing

Temperature-aware microarchitecture: Modeling and implementation

Virtual machine showdown: Stack versus registers

Design of the Java HotSpot™ client compiler for Java 6

Bibliometrics

Publication Years 2004-2018
Publication Count 577
Citation Count 2298
Available for Download 577
Downloads (6 weeks) 3319
Downloads (12 Months) 26834
Downloads (cumulative) 231001
Average downloads per article 400
Average citations per article 4
First Name Last Name Award
Sarita Adve ACM Fellows (2010)
Iris Bahar ACM Distinguished Member (2012)
Laxmi Bhuyan ACM Fellows (2000)
Douglas C Burger ACM Fellows (2010)
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)
Jason Cong ACM Fellows (2008)
William J Dally ACM-IEEE CS Eckert-Mauchly Award (2010)
ACM Fellows (2002)
Jack Davidson ACM Fellows (2008)
Bronis R. De Supinski ACM Senior Member (2016)
ACM Gordon Bell Prize (2006)
Srinivas Devadas ACM Fellows (2014)
Michel Dubois ACM Fellows (2005)
Nikil D. Dutt ACM Fellows (2014)
ACM Distinguished Member (2007)
Lieven Eeckhout ACM Senior Member (2016)
Joel Emer ACM-IEEE CS Eckert-Mauchly Award (2009)
ACM Fellows (2004)
Michael Franz ACM Fellows (2015)
ACM Distinguished Member (2006)
Guang Gao ACM Fellows (2007)
Phillip B Gibbons ACM Fellows (2006)
Rajesh Gupta ACM Fellows (2016)
Rajiv Gupta ACM Fellows (2009)
Mary W Hall ACM Distinguished Member (2010)
Tim Harris ACM Senior Member (2007)
Maurice Herlihy ACM Fellows (2005)
Mark Hill ACM Fellows (2004)
Mark A Horowitz ACM Fellows (2003)
Hiroshi Inoue ACM Senior Member (2017)
Mary Jane Irwin ACM Athena Lecturer Award (2010)
ACM Distinguished Service Award (2005)
ACM Fellows (1996)
Ravishankar Iyer ACM Fellows (2001)
Norman Jouppi ACM-IEEE CS Eckert-Mauchly Award (2015)
ACM Fellows (2006)
David R Kaeli ACM Distinguished Member (2014)
Stephen Keckler ACM Fellows (2011)
ACM Senior Member (2006)
ACM Grace Murray Hopper Award (2003)
Nectarios Koziris ACM Senior Member (2009)
Christoforos Kozyrakis ACM Fellows (2016)
ACM Senior Member (2007)
Chandra Krintz ACM Senior Member (2009)
Sriram Krishnamoorthy ACM Senior Member (2016)
Jesus Labarta ACM-IEEE CS Ken Kennedy Award (2017)
Gabriel H Loh ACM Fellows (2017)
ACM Distinguished Member (2014)
ACM Senior Member (2009)
Sharad Malik ACM Fellows (2014)
Margaret Martonosi ACM Fellows (2009)
Sally A. McKee ACM Senior Member (2013)
Andreas Moshovos ACM Fellows (2017)
ACM Senior Member (2011)
Todd C Mowry ACM Fellows (2016)
Trevor Mudge ACM Fellows (2016)
ACM-IEEE CS Eckert-Mauchly Award (2014)
Shubu Mukherjee ACM Fellows (2011)
ACM Distinguished Member (2009)
Onur Mutlu ACM Fellows (2017)
ACM Senior Member (2013)
Walid Najjar ACM Distinguished Member (2015)
ACM Senior Member (2014)
Vijaykrishnan Narayanan ACM Fellows (2014)
David Padua ACM Fellows (2007)
Leo Porter ACM Senior Member (2017)
Milos Prvulovic ACM Senior Member (2009)
Lawrence Rauchwerger ACM Distinguished Member (2014)
Vivek Sarkar ACM Fellows (2008)
ACM Distinguished Member (2006)
Robert Schreiber ACM Fellows (2012)
ACM Distinguished Member (2006)
Martin Schulz ACM Gordon Bell Prize (2006)
Andre Seznec ACM Fellows (2016)
Kevin Skadron ACM Fellows (2015)
ACM Distinguished Member (2010)
ACM Senior Member (2007)
Mary Lou Soffa ACM-IEEE CS Ken Kennedy Award (2012)
ACM Fellows (1999)
Leonel Sousa ACM Distinguished Member (2015)
ACM Senior Member (2009)
J. Gregory Steffan ACM Senior Member (2009)
Per O Stenstrom ACM Fellows (2008)
Subhash Suri ACM Fellows (2010)
ACM Distinguished Member (2007)
Josep Torrellas ACM Fellows (2010)
Dean M Tullsen ACM Fellows (2011)
Mateo Valero ACM Distinguished Service Award (2012)
ACM-IEEE CS Eckert-Mauchly Award (2007)
ACM Fellows (2002)
Hans Vandierendonck ACM Senior Member (2013)
Stamatis Vassiliadis ACM Fellows (2004)
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)
David A Wood ACM Fellows (2005)
Andreas Zeller ACM Fellows (2010)
Lixia Zhang ACM Fellows (2006)
Huiyang Zhou ACM Senior Member (2011)
Yuanyuan Zhou ACM Fellows (2013)
ACM Distinguished Member (2011)
Yuanyuan Zhou ACM Fellows (2013)
ACM Distinguished Member (2011)

First Name Last Name Paper Counts
Lieven Eeckhout 19
André Seznec 11
Rajiv Gupta 9
Yuan Xie 8
Stijn Eyerman 8
Bruce Childers 7
Michael O'Boyle 7
Kevin Skadron 7
Mateo Valero 7
Antonio González 7
Margaret Martonosi 7
Pen Yew 6
Jingling Xue 6
Henk Corporaal 6
Antonia Zhai 6
David Gregg 6
Norman Jouppi 6
Adrián Cristal 6
Tor Aamodt 5
Yan Solihin 5
Haitham Akkary 5
Jun Yang 5
Shlomo Weiss 5
Louis Pouchet 5
Weichung Hsu 5
Timothy Sherwood 5
James Tuck 5
David Whalley 5
Laxmi Bhuyan 5
Christian Wimmer 5
Osman Ünsal 5
Jaume Abella 5
Onur Mutlu 5
Ponnuswamy Sadayappan 4
Jack Davidson 4
Antoniu Pop 4
Olivier Temam 4
Oğuz Ergin 4
Daniel Jiménez 4
Albert Cohen 4
Milos Prvulovic 4
David Wood 4
Bronis De Supinski 4
Sarita Adve 4
Miquel Moretó 4
Christos Kozyrakis 4
Prasad Kulkarni 4
Chengyong Wu 4
Francisco Cazorla 4
Marco Santambrogio 4
María Garzarán 4
Yu Du 4
Pierre Michaud 4
Aamer Jaleel 4
Hans Vandierendonck 4
Timothy Jones 4
Dmitry Ponomarev 4
David Brooks 4
Mateo Valero 4
Per Stenström 3
Walid Najjar 3
Ramón Doallo 3
Shuangde Fang 3
Chialin Yang 3
Josep Torrellas 3
José Llabería 3
Chandra Krintz 3
Youtao Zhang 3
Ran Ginosar 3
Zheng Wang 3
Wim Heirman 3
Rami Melhem 3
Bjorn De Sutter 3
Avi Mendelson 3
Fabrice Rastello 3
Marcelo Cintra 3
Stefanos Kaxiras 3
Daniel Mossé 3
José García 3
Rubén Titos-Gil 3
Christophe Dubach 3
Prashant Nair 3
Biswabandan Panda 3
Mary Soffa 3
Frank Mueller 3
Mahmut Kandemir 3
Alberto Ros 3
Ramesh Karri 3
Nael Abu-Ghazaleh 3
Jue Wang 3
Víctor Viñals 3
John Cavazos 3
Xiangyu Dong 3
Hanspeter Mössenböck 3
Michael Franz 3
Kim Hazelwood 3
David Tarjan 3
Miao Zhou 3
Lizy John 3
Basilio Fraguela 3
Yosi Asher 3
Todd Mowry 3
Francky Catthoor 3
Wengfai Wong 3
Paolo Ienne 3
Ioannis Papaefstathiou 3
Moinuddin Qureshi 3
Mikel Luján 3
Naveen Muralimanohar 3
Michael Spear 3
Jose Renau 3
Yunji Chen 3
Jennifer Sartor 3
Angeliki Kritikakou 2
Jianjun Li 2
David August 2
Yiannakis Sazeides 2
Mike Mantor 2
Philippe Clauss 2
Simon Steely 2
Pavlos Mattheakis 2
Huiyang Zhou 2
Ahmad Anbar 2
Anurag Negi 2
Hamid Sarbazi-Azad 2
Yong Li 2
Glenn Reinman 2
Banit Agrawal 2
John Kim 2
Yiannakis Sazeides 2
Daniel Jiménez-González 2
Xueyang Wang 2
Somayeh Sardashti 2
Philippe Navaux 2
Marco Danelutto 2
George Matheou 2
Madhu Mutyam 2
Betul Buyukkurt 2
Sebastian Hack 2
Motohiro Kawahito 2
Lishiuan Peh 2
Yuanjie Huang 2
Karthikeyan Sankaralingam 2
José Martínez 2
Kai Huang 2
Milan Pavlovic 2
Changhui Lin 2
Guyeon Wei 2
Soojung Ryu 2
Erik Hagersten 2
Erven Rohou 2
Jorge Albericio 2
Gennady Pekhimenko 2
Rupesh Nasre 2
Zhibin Yu 2
Xiaofei Liao 2
Alex Jones 2
Chrysostomos Nicopoulos 2
Amanieu D'Antras 2
Ramaswamy Govindarajan 2
Daniele De Sensi 2
V Nandivada 2
Michael Smith 2
Ron Gabor 2
Jagannathan Ramanujam 2
Jin Lin 2
Sameer Kulkarni 2
Amir Ashouri 2
Tulika Mitra 2
Neil Vachharajani 2
Ben Juurlink 2
Yunheung Paek 2
Gagan Agrawal 2
Dean Tullsen 2
Shashidhar Mysore 2
Stefan Brunthaler 2
Carlos Álvarez 2
Kiyoung Choi 2
Juan Aragón 2
Magnus Själander 2
Poovaiah Palangappa 2
Karine Heydemann 2
Mark Horowitz 2
Ricardo Dias 2
Leonid Yavits 2
Sanyam Mehta 2
Jason Hiser 2
Alex Ramírez 2
Tarek El-Ghazawi 2
Olivier Serres 2
Kenzo Van Craeynest 2
Rajkishore Barik 2
Per Larsen 2
Massimo Torquati 2
George Patsilaras 2
Dan Feng 2
Amir Morad 2
Xiangyu Dong 2
Roy Ju 2
Yingwei Luo 2
Manuel Acacio 2
Kartik Mohanram 2
Paraskevas Evripidou 2
Sreenivas Subramoney 2
Zhiying Wang 2
Hao Luo 2
Gabriel Loh 2
Nathanael Premillieu 2
Venmugil Elango 2
Wenjia Ruan 2
Scott Mahlke 2
Tinfook Ngai 2
David Kaeli 2
Kiyoung Choi 2
Mingyu Chen 2
Dongliang Xiong 2
Gianluca Palermo 2
Hugh Leather 2
Eduard Ayguadé 2
Jörg Henkel 2
Min Feng 2
Xuejun Yang 2
William Hasenplaugh 2
Sriram Krishnamoorthy 2
Chuntao Jiang 2
Hwansoo Han 2
Sven Verdoolaege 2
Preeti Panda 2
William Dally 2
Grigori Fursin 2
Jacob Leverich 2
Frederic Chong 2
Yuanyuan Zhou 2
Cedric Nugteren 2
Wei Tong 2
Maximilien Breughe 2
Manlap Li 2
Komal Jothi 2
Xiaobing Feng 2
Karthik Sankaranarayanan 2
Xiaowen Jiang 2
Soomook Moon 2
Petar Radojković 2
Abhishek Bhattacharjee 2
Quan Chen 2
Eric Hein 2
Morteza Kafshdooz 2
Alireza Ejlali 2
Uday Bondhugula 2
Joel Emer 2
Bin Ren 2
Thomas Conte 2
Vasilios Kelefouras 2
Guru Venkataramani 2
Ram Rangan 2
Ibrahim Hur 2
Davide Bartolini 2
Mark Hempstead 2
Michael Jantz 2
Qixiao Liu 2
Ghassan Shobaki 2
Cecilia González-Álvarez 2
Cosmin Gorgovan 2
John Kubiatowicz 2
Rachid Seghir 2
Vincent Loechner 2
Todd Austin 2
Joseph Sharkey 2
Amit Golander 2
Diego Andrade 2
Gautham Beeraka 2
Mauricio Álvarez-Mesa 2
Li Zhao 2
Ravishankar Iyer 2
Yang Chen 2
Mageda Sharafeddine 2
Yangchun Luo 2
Mary Irwin 2
Xiaolang Yan 2
Sally McKee 2
Doug Simon 2
Farrukh Hijaz 2
Pablo Ibáñez 2
Kishore Pusukuri 2
Bart Coppens 2
Michela Becchi 2
Edwin Bonilla 2
Xipeng Shen 2
Dimitrios Nikolopoulos 2
Andi Drebes 2
Guang Gao 2
Hyesoon Kim 2
Chen Ding 2
Jacob Brock 2
Yuanshin Hwang 2
Jason Loew 2
Jawad Haj-Yihia 2
Ahmad Yasin 2
Fang Wang 2
Jingning Liu 2
Oliverio Santana 2
Costas Goutis 2
Chenggang Wu 2
Peng Liu 2
Arun Kanuparthi 2
Trevor Carlson 2
Omer Khan 2
Jason Cong 2
Vijay Nagarajan 2
Erik Tomusk 2
Björn Franke 2
Junwhan Ahn 2
Mary Hall 2
Chuanjun Zhang 2
Jungho Ahn 2
David Roberts 2
Arnaud Grasset 1
Fernando Fernandes 1
Cláudiorosito Jung 1
Nikos Hardavellas 1
Srinivas Devadas 1
Rafael Ubal 1
Saurav Muralidharan 1
Christopher Healy 1
George Reis 1
Rich Caruana 1
Wilson Fung 1
Dimitrios Chasapis 1
Jesús Labarta 1
Francisco Gaspar 1
Dingyong Hong 1
Mohammad Arjomand 1
ShuMing Chen 1
Tomi Äijö 1
Carlo Sicignano 1
Smruti Sarangi 1
Seonwook Kim 1
Li Tan 1
Yujuan Tan 1
Zhichao Yan 1
Doris Chen 1
Panagiotis Dagritzikos 1
Albert Cohen 1
Kevin Williams 1
Marco Gerards 1
Thibaut Lutz 1
Leonel Sousa 1
Jongwon Lee 1
Wenlai Zhao 1
Saeed Rashidi 1
Majid Jalili 1
Bernhard Egger 1
Beayna Grigorian 1
Mihail Popov 1
William Jalby 1
Naghmeh Karimi 1
Gert Van Den Braak 1
Zhenlin Wang 1
Alexandre Delbem 1
ZhiLei Chai 1
Hsingmin Chen 1
Giho Park 1
Giorgis Georgakoudis 1
Thomas Fahringer 1
Gabriele Mencagli 1
Alexandre Berzati 1
Raghavendra Kanakagiri 1
Yashuai 1
Michel Boyer 1
Jiang Zheng 1
Jason Villarreal 1
Fang Liu 1
Madhavi Valluri 1
Sriraman Tallam 1
Ritu Gupta 1
Xing Zhou 1
Håkan Grahn 1
Michael Kozuch 1
Jan Meyer 1
Gheorghe Bercea 1
Adam Jundt 1
Stephen Hines 1
Kypros Constantinides 1
Eric Debes 1
Yenkuang Chen 1
José Duato 1
Wei Huang 1
Isaac Chuang 1
Mark Oskin 1
Vijay Degalahal 1
Mark Whitney 1
Yan Meng 1
John Carter 1
Li Zhang 1
Yazhuo Dong 1
Hongjian Li 1
Jungho Ahn 1
Libo Huang 1
Luis Campo 1
Theo Kluter 1
Jianguo Yao 1
Wei Zhang 1
Najm Rmaileh 1
Darío Gracia 1
Alexandra Ferrerón 1
Hassan Artail 1
Mariette Awad 1
Pin Zhou 1
Zhi Guo 1
David Albonesi 1
Kenneth Russell 1
Chiachen Chou 1
Thomas Carle 1
Wei Zhang 1
Yuan Ruan 1
Maj Nordfang 1
Guoqiang Xiao 1
Henri Charles 1
Konstantinos Parasyris 1
Arthur Perais 1
Márcio Pereira 1
Mert Dikmen 1
Guangyu Sun 1
Bogdan Prisacari 1
Chengzhong Xu 1
Torsten Hoefler 1
Thejas Ramashekar 1
Srdjan Stipić 1
Mahesh Ravishankar 1
Alen Bardizbanyan 1
Samantika Subramaniam 1
Xiaolin Wang 1
Donghoon Yoo 1
Jiarui Fang 1
Maurice Herlihy 1
Dave Dice 1
Jinho Suh 1
Chiehting Huang 1
Ozgur Sinanoglu 1
Vineeth Mekkat 1
Mingzhou Zhou 1
Jing Pu 1
Jeff Setter 1
Stefan Ganser 1
Norbert Siegmund 1
Christian Lengauer 1
Christoph Hagleitner 1
Andreas Diavastos 1
Andrea Bignoli 1
Jayesh Gaur 1
Lev Mukhanov 1
Hyunsung Shin 1
Paul Carpenter 1
Vanchinathan Venkataramani 1
Muhammad Shafique 1
Hui Wu 1
Daniel Williams 1
Junwhan Ahn 1
Jieyi Long 1
Changching Yeh 1
Chingwei Yeh 1
Pedro Chaparro 1
Grigorios Magklis 1
Meeta Gupta 1
Jingfei Kong 1
Choonki Jang 1
Bernhard Egger 1
Huiyang Zhou 1
Georgios Varsamopoulos 1
Gilberto Contreras 1
Abbas Banaiyanmofrad 1
Chen Cher 1
Kevin Lim 1
Paolo Faraboschi 1
Bernhard Urban 1
Lukas Stadler 1
Ivan Stalev 1
Naifeng Jing 1
Wei Shu 1
Minyou Wu 1
Xiaoyao Liang 1
Pradip Valathol 1
Jaikrishnan Menon 1
Gabriel Southern 1
Deyu Shen 1
Pradeep Ramachandran 1
Siva Hari 1
Piero Olivo 1
Bo Wu 1
Hao Zhou 1
Ricardo Nobre 1
Qin Wu 1
Chaitali Chakrabarti 1
Hongyeol Lim 1
Peter Thoman 1
Richard Neill 1
Christina Peterson 1
Julien Proy 1
Rahul Shrivastava 1
M Azhar 1
Rahul Jain 1
Toufik Baroudi 1
Libo Huang 1
Li Shen 1
Hyojong Kim 1
Milad Mohammadi 1
Amin Firoozshahian 1
Lian Li 1
Scott Watterson 1
Alessandro Cilardo 1
Alain Darte 1
Ralf Karrenberg 1
Naser Sedaghati 1
Chingtsun Chou 1
Nicolas Melot 1
Andreas Moshovos 1
Samihan Yedkar 1
Hong Trinh 1
Chingchi Chi 1
Rainer Leupers 1
Manuel Hohenauer 1
Felix Engel 1
Felix Wolf 1
Lukasz Strozek 1
Gary Tyson 1
Hongbo Rong 1
Pedro López 1
Nianfeng Tzeng 1
Huimin Cui 1
Jaehyuk Huh 1
Ramadass Nagarajan 1
Sharad Malik 1
Ravi Rajwar 1
Zhigang Hu 1
Phil Diodato 1
Josep Codina 1
Alejandro Rico 1
Benoít Dupont De Dinechin 1
Jongeun Lee 1
Yuliu Chen 1
Gerard Smit 1
Stijn Polfliet 1
Avinoam Kolodny 1
George Kurian 1
Shigang Li 1
Saurabh Sharma 1
Karan Singh 1
Daofu Liu 1
Chengkok Koh 1
Yiran Chen 1
Raul Vidal 1
Wei Zhang 1
Rong Chen 1
Hai Li 1
Pedro Tomás 1
Tapio Elomaa 1
Morteza Hoseinzadeh 1
Sepehr Assadi 1
Bradley Thwaites 1
Rajshekar Kalayappan 1
Shuaiwenleon Song 1
Brian Rogers 1
Jonas Maebe 1
Owen Callanan 1
Jacqueline Chame 1
Ozcan Ozturk 1
Greg Brown 1
John Wernsing 1
Michael Van De Vanter 1
Kyoungwoo Lee 1
Bita Mazloom 1
Walid Ghandour 1
Zheng Wang 1
Yongwen Wang 1
Víctor Yúfera 1
Zhengwei Qi 1
Yungcheng Ma 1
Mazen Saghir 1
Stamatis Vassiliadis 1
J Steffan 1
Chen Li 1
Yungang Bao 1
Yongbing Huang 1
Lawrence Rauchwerger 1
Xiangyu Zhang 1
Dmitry Ponomarev 1
Chao Wang 1
Michael Goesele 1
Koen Bertels 1
Darko Zivanovic 1
Milan Radulovic 1
Wei Hu 1
Tienfu Chen 1
Ajay Joshi 1
Benjamin Lee 1
Ian Rogers 1
Derek Pao 1
Simone Campanoni 1
Sule Ozev 1
Yi Yang 1
Ping Xiang 1
Jan Lucas 1
Mark Gottscho 1
Alexandru Nicolau 1
Carolejean Wu 1
Lucas Vespa 1
Jichuan Chang 1
Zhongho Chen 1
Xiaohang Wang 1
Minyi Guo 1
Hamed Tabkhi 1
Tom Conte 1
Charles Weems 1
Cheng Wang 1
Gulay Yalcin 1
Marco Indaco 1
Oscar Plata 1
Wouter Rogiest 1
Alain Ketterlin 1
Daniel Orozco 1
Rishi Khan 1
Antonio Garcia-Guirado 1
Dongsong Zhang 1
Shi Jin 1
Mihai Pricopi 1
Madhura Purnaprajna 1
Frank Sem-Jacobsen 1
Yongjoo Kim 1
Yaozu Dong 1
Karel Walters 1
Marvin Damschen 1
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Alper Sen 1
Dong Wang 1
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Michael O’boyle 1
Qing Yi 1
Hong Jiang 1
Dan Feng 1
Juan Carlos Juega 1
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Zhizhou Yang 1
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Xavier Vera 1
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Jiajhe Li 1
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Yang Yang 1
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Pohan Wang 1
Chen Tian 1
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Davide Patti 1
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Ning Weng 1
Andrea Mondelli 1
Eren Kursun 1
Ragavendra Natarajan 1
Sheng Li 1
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Doheon Lee 1
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Atieh Lotfi 1
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Yu Chen 1
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Conglong Li 1
Naznin Fauzia 1
Shuchang Shan 1
Haewoo Park 1
Seongseok Seo 1
Siddharth Nilakantan 1
Michael Frank 1
Kuanchung Chen 1
Long Zheng 1
Soojung Ryu 1
Chao Yang 1
Lijuan Jiang 1
Lin Gan 1
Oleksandr Zinenko 1
Yulong Ao 1
Graham Yiu 1
Konstantinos Koukos 1
Michel Dubois 1
Chenhan Ho 1
Yijung Chen 1
Salvatore Galfano 1
Cristian Zambelli 1
Emilio Zapata 1
Augusto Vega 1
Carlos Molina 1
Ricardo Fernández-Pascual 1
Kanit Therdsteerasukdi 1
M Chang 1
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Javier Bruguera 1
Toan Mai 1
Sylvain Girbal 1
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Hyukwoo Park 1
Lars Bauer 1
Guoqing Xu 1
Zhonghai Lu 1
Yifan Sun 1
Riad Akram 1
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Tianshi Chen 1
Jun Yan 1
Samira Khan 1
Pangfeng Liu 1
Iliano Cervesato 1
ShengGang Chen 1
Santanu Chattopadhyay 1
Aravind Sukumaran-Rajam 1
Rafael Possignolo 1
Susmit Sarkar 1
Amir Yazdanbakhsh 1
Riccardo Cattaneo 1
Youngsun Han 1
Hiroyuki Usui 1
Chengzhong Xu 1
Kent Wilken 1
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Chunyue Liu 1
Gabe Rudy 1
Greg Stitt 1
Christian Fensch 1
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Jonghee Youn 1
Sek Chai 1
Xiaolin Wang 1
Fang Hou 1
João Cardoso 1
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Laércio Pilla 1
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Rolando Brondolin 1
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Min Zhao 1
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Shu Xiao 1
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Marc Duranton 1
William Ward, 1
Tao Li 1
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Jia Yu 1
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Chris Newburn 1
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Steven Bell 1
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Jan Van Lunteren 1
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Pengcheng Li 1
Kyriakos Georgiou 1
Fei Guo 1
Xiaoxia Wu 1
Sanjeev Kumar 1
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Gen Li 1
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Carl Beckmann 1
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Junli Gu 1
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Ankit More 1
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Stefan Wallentowitz 1
Mahdad Davari 1
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Alvinwy Su 1
Xiuyi Zhou 1
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Jian Li 1
Francis Lau 1
Ling Li 1
Haibo Chen 1
Patrick Crowley 1
Donghyuk Lee 1
Aleksandar Ilic 1
Weichung Hsu 1
Unnikrishnan Cheramangalath 1
Xu Zhou 1
Soumya J 1
Byeongcheol Lee 1
Andrew McPherson 1
Jeffrey Draper 1
Hai Jin 1
Lavanya Subramanian 1
Keoncheol Shin 1
Xiaobing Feng 1
Christian Tenllado 1
Kingtin Lam 1
Michael Huang 1
George Kornaros 1
Xiaofei Liao 1
Hai Jin 1
Namhyung Kim 1
Weijie Zheng 1
Mohammadamin Ajdari 1
Jangwoo Kim 1
Stéphane Huot 1
Eric Petit 1
Michel, Dubois 1
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Samuel Kamin 1
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Shoaib Akram 1
Jiyang Yu 1
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Dong Chen 1
John Cortes 1
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David Padua 1
Quentin Colombet 1
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Juan Touriño 1
Dan He 1
Amnon Barak 1
François Irigoin 1
Riyadh Baghdadi 1
Protonu Basu 1
Boubacar Diouf 1
Can Hantas 1
Albert Cohen 1
Yuanchun Shi 1
Laurent Daynès 1
Li Wang 1
Jaekyu Lee 1
Yifan He 1
Qiang Dou 1
Nadav Rotem 1
Miao Yu 1
Huawei Li 1
John Haskins 1
Wei Liu 1
Rodolfo Neuber 1
Christopher Colohan 1
Yoonseo Choi 1
Priya Nagpurkar 1
Thomas Rodriguez 1
Dumitru Potop-Butucaru 1
Kypros Chrysanthou 1
Janghaeng Lee 1
Vivien Begot 1
Tanguy Risset 1
Jianwei Liao 1
Mickael Dardaillon 1
Andrés Goens 1
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Tanima Dey 1
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Peter Gavin 1
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R Ramanathan 1
P Thiagarajan 1
Pedro Peris-López 1
Dorit Nuzman 1
Daniel Sánchez 1
Sanghoon Lee 1
Christoph Kerschbaumer 1
Eric Hennigan 1
Jongman Kim 1
Tal Ben-Nun 1
Magnus Jahre 1
Vivek Seshadri 1
J Ramanujam 1
Ananta Tiwari 1
Yujie Liu 1
Valeria Bertacco 1
Bin Li 1
Salvador Petit 1
Dongrui Fan 1
Haiming Liu 1
Sun Chan 1
Srikanth Srinivasan 1
Ryan Kastner 1
Luis Ceze 1
Kanad Ghose 1
Xi Li 1
Junneng Zhang 1
Nicolas Weber 1
Jin Xiong 1
Muhamed Mudawar 1
A Khayyat 1
Nicklas Jensen 1
Sven Karlsson 1
Rick Nas 1
Sander Vocke 1
Xiaoyu Hu 1
Dong Chen 1
Rathijit Sen 1
Zbigniew Chamski 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 Herkersdorf 1
Andreas Lankes 1
Hsien Lee 1
Donghyuk Woo 1
Gilles Duboscq 1
Tao Zhang 1
Matthew Poremba 1
Chunghsiang Lin 1
Yoonseo Choi 1
Jongeun Lee 1
Radhika Jagtap 1
Othon Tomoutzoglou 1
Daniel Sanchez 1
Qiao Sun 1
Haohuan Fu 1
Guangwen Yang 1
Gyuhyeon Lee 1
Pablo De Oliveira Castro 1
Chadi Akel 1
Christian Zimmer 1
Furkan Kiraç 1
Zhigang Wang 1
Eduardo Marques 1
Abbas Rahimi 1
Stefano Carlo 1
Nathalie Drach 1
Alejandro Martínez 1
Wolfgang Karl 1
Guang Gao 1
Tong Wu 1
Gyungsu Byun 1
Glenn Reinman 1
Zhenjiang Wang 1
Leonid Domnitser 1
Sabih Gerez 1
Wenlei Bao 1
Changwan Hong 1
Dana Schaa 1
José Abellán 1
Michael Garland 1
Shengen Yan 1
Zoe Yu 1
Sheng Li 1
Jay Brockman 1
Ruiyang Wu 1
George Yuan 1
Marc Casas 1
Saugata Ghose 1
Janjan Wu 1
Pekka Jääskeläinen 1
Etem Deniz 1
Shahar Kvatinsky 1
Zonglin Liu 1
Avinash Malik 1
Subhasis Das 1
Abdullah Kayi 1
Lizhong Chen 1
Woojin Choi 1
Donatella Sciuto 1
Yeoul Na 1
Mark Heffernan 1
Jingling Xue 1
Deshanand Singh 1
Mau Frank Chang 1
David Yuste 1
Malik Khan 1
Jens Palsberg 1
Paraskevas Yiapanis 1
Yu Chen 1
Michael Haupt 1
Dongrui She 1
Hideaki Komatsu 1
Chao Zhang 1
Yuntan Fang 1
Hussam Mousa 1
Brett Brotherton 1
Lin Tan 1
David Cox 1
Eric Seckler 1
Gulfem Savrun-Yeniceri 1
Licheng Chen 1
Cosmin Oancea 1
Jerome Martin 1
Sergio Siccha 1
Dave Herman 1
Jianhua Sun 1
Taejun Ham 1
Ivan Ratković 1
Aswinkumar Sridharan 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
Karthik Sangaiah 1
Erik Debenedictis 1
Chungho Chen 1
Jaewon Lee 1
Dongkwan Suh 1
Lee Howes 1
Alex Kogan 1
Johannes Doerfert 1
Dmitry Evtyushkin 1
Alexandra Angerd 1
Andrea Corna 1
Andrea Damiani 1
Ramyad Hadidi 1
Lifeng Nai 1
Rongguey Chang 1
Hui Feng 1
Jaydeep Marathe 1
Barry Rountree 1
Edmund Lai 1
Jan Martinsen 1
Anders Isberg 1
Radu Teodorescu 1
Martin Kong 1
Ramaswamy Govindarajan 1
Enrique Vallejo 1
Helge Bahmann 1
Nico Reissmann 1
Dominik Grewe 1
Michael O’Boyle 1
David Ham 1
Laura Carrington 1
Ali Jannesari 1
Stephen Plaza 1
Jason Blome 1
Vassos Soteriou 1
Yan Luo 1
Yatish Patel 1
Dean Copsey 1
Narayanan Vijaykrishnan 1
Doug Burger 1
Nitya Ranganathan 1
Charles Moore 1
Brian Fields 1
Alvin Lebeck 1
Thomas Puzak 1
Allan Hartstein 1
Hungwei Tseng 1
Yu Bai 1
Philo Juang 1
Karin Strauss 1
George Athanasiou 1
Stephen Richardson 1
Armin Größlinger 1
Jaeyun Kim 1
Pavlos Petoumenos 1
Steve Kerrison 1
Lixin Zhang 1
Qin Zhao 1
Ioana Cutcutache 1
Kornilios Kourtis 1
Georgios Goumas 1
Arun Raghavan 1
Sangyeun Cho 1
Ahmad Samih 1
José González 1
Jialin Dou 1
Fred Bower 1
Sandeep Gupta 1
Thomas Wild 1
Marek Chrobak 1
Joshua Fryman 1
Wenhao Jia 1
Kelly Shaw 1
Thomas Würthinger 1
Jack Sampson 1
Vinay Gangadhar 1
Aravind Acharya 1
Vinay Vasista 1
PAOLO Prinetto 1
Venkata Tavva 1
Rakesh Kumar 1
Oded Maler 1
Rainer Buchty 1
Javier Lira 1
Kelly Livingston 1
Ting Cao 1
John Demme 1
Simha Sethumadhavan 1
Jason McCandless 1
Bartosz Bogdański 1
Ernst Gran 1
Yunhong Jiang 1
Jinquan Dai 1
Pritpal Ahuja 1
Niket Choudhary 1
Evgeny Bolotin 1
Paolo Rech 1
Saumay Dublish 1
Yu Hua 1
João Lourenço 1
Mehmet Kurt 1
Avi Mendelson 1
Qingchuan Shi 1
Yenai Ma 1
Ajay Joshi 1
Ismail Akturk 1
Richard Strong 1
Ivan Sham 1
Martin Schulz 1
Ioannis Doudalis 1
Heikki Kultala 1
Y Srikant 1
Ehsan Ardestani 1
Jinseong Jeon 1
Zizhong Chen 1
Huimin Cui 1
Kristof Du Bois 1
Albert Cohen 1
Mark Purcell 1
Jimmy Cleary 1
Suresh Purini 1
Pablo Abad 1
Valentin Puente 1
Fabien Coelho 1
Chun Chen 1
Mick Jordan 1
Murray Cole 1
Servesh Muralidharan 1
Stefano Crespi-Reghizzi 1
Eran Shifer 1
Jie Zhou 1
Jinbo Xu 1
Ali Bakhoda 1
Hiroshi Inoue 1
Toshio Nakatani 1
Avinash Malik 1
Nisheeth Shrivastava 1
Georgios Tournavitis 1
Christian Häubl 1
Lei Liu 1
Mingyu Chen 1
Huahan Zhang 1
Zehan Cui 1
Andreas Panteli 1
Fritz Henglein 1
Kévin Marquet 1
EunJung Park 1
Jerónimo Castrillón 1
Timothy Hayes 1
Amey Karkare 1
Guido Araújo 1
Ehsan Totoni 1
Andrei Hagiescu 1
Sergei Dyshel 1
Ioannis Sourdis 1
Marcel Zalmanovici 1
Zhao Zhang 1
Sushant Kondguli 1

Affiliation Paper Counts
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
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
National Climate Center Beijing 1
Google Switzerland GmbH 1
Huawei Technologies Co., Ltd. 1
LG Electronics, Korea 1
Assured Information Security, Inc. 1
Universite de Lyon 1
VMware, Inc 1
New York University Abu Dhabi 1
Carnegie Mellon University in Qatar 1
Universidade de Lisboa 1
IBM, Netherlands 1
IBM Research, Ireland 1
Facebook, Inc. 1
Universidad Catolica de Murcia 1
Birla Institute of Technology and Science Pilani 1
University of Michigan 1
Universidad Carlos III de Madrid 1
University of Amsterdam 1
Chinese University of Hong Kong 1
Furman University 1
Feng Chia University 1
University of Illinois 1
Kyungil University 1
University of Auckland 1
Los Alamos National Laboratory 1
University of Missouri-Kansas City 1
Lawrence Berkeley National Laboratory 1
Sungkyunkwan University 1
Massey University 1
Colorado State University 1
Purdue University 1
Wayne State University 1
Synopsys Incorporated 1
Washington University in St. Louis 1
University of Rhode Island 1
Qualcomm Incorporated 1
Oregon State University 1
University of Massachusetts System 1
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IBM, Japan 7
Lehigh University 8
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RWTH Aachen University 9
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INRIA Institut National de Rechereche en Informatique et en Automatique 14
University of Rochester 14
University of Minnesota Twin Cities 14
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Chalmers University of Technology 15
National Taiwan University 15
American University of Beirut 15
Tsinghua University 16
University of Manchester 17
HP Labs 17
University of Texas at Austin 17
University of Cyprus 17
University of California, Irvine 18
Shanghai Jiaotong University 19
Institute for Research in IT and Random Systems 20
Institute of Computing Technology Chinese Academy of Sciences 20
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Ohio State University 22
Carnegie Mellon University 23
University of California, Santa Barbara 24
Stanford University 25
Politecnico di Milano 25
Pennsylvania State University 26
Princeton University 28
University of Illinois at Urbana-Champaign 30
Georgia Institute of Technology 30
National University of Defense Technology China 32
Seoul National University 33
North Carolina State University 34
University of Virginia 36
Barcelona Supercomputing Center 36
University of Edinburgh 37
Chinese Academy of Sciences 40
University of California, Riverside 41
University of Pittsburgh 49
Universitat Politecnica de Catalunya 51
Ghent University 55
Intel Corporation 65

ACM Transactions on Architecture and Code Optimization (TACO)
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