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

The paradigm shift from planar (two dimensional (2D)) to vertical (three-dimensional (3D)) models has placed the NAND flash technology on the verge of a design evolution that can handle the demands of next-generation storage applications. However, it also introduces challenges that may obstruct the realization of such 3D NAND flash. Specifically,... (more)

Managing Heterogeneous Datacenters with Tokens

Ensuring fairness in a system with scarce, 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, which frames the allocation problem as a repeated game. At each round, users... (more)

Elastic Places: An Adaptive Resource Manager for Scalable and Portable Performance

The diversity and complexity of modern computing platforms makes the development of high-performance software challenging. Designing scalable software requires tuning for a large set of resources, including cores (parallelism), memory bandwidths, and various levels of private and shared caches, as well as developing strategies for optimizing... (more)

Cross-Layer Memory Management to Improve DRAM Energy Efficiency

Controlling the distribution and usage of memory power is often difficult, because these effects typically depend on activity across multiple layers... (more)

DarkCache: Energy-Performance Optimization of Tiled Multi-Cores by Adaptively Power-Gating LLC Banks

The Last Level Cache (LLC) is a key element to improve application performance in multi-cores. To handle the worst case, the main design trend employs tiled architectures with a large LLC organized in banks, which goes underutilized in several realistic scenarios. Our proposal, named DarkCache, aims at properly powering off such unused banks to... (more)

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

Emerging Resistive Random Access Memory (ReRAM) is a promising candidate as the replacement for DRAM due to its low standby power, high density, high scalability, and nonvolatility. By employing the unique crossbar structure, ReRAM can be constructed with extremely high density. However, the crossbar ReRAM faces some serious challenges in terms of performance, reliability, and energy consumption. First, ReRAM’s crossbar structure causes an IR drop problem due to wire resistance and sneak currents, which results in nonuniform access latency in ReRAM banks and reduces its reliability. Second, without access transistors in the crossbar structure, write disturbance results in serious... (more)

Predictable Thread Coarsening

Thread coarsening on GPUs combines the work of several threads into one. We show how thread coarsening can be implemented as a fully automated compile-time optimisation that estimates the optimal coarsening factor based on a low-cost, approximate static analysis of cache line re-use and an occupancy prediction model. We evaluate two coarsening... (more)

NUMA-Caffe: NUMA-Aware Deep Learning Neural Networks

Convolution Neural Networks (CNNs), a special subcategory of Deep Learning Neural Networks (DNNs), have become increasingly popular in industry and academia for their powerful capability in pattern classification, image processing, and speech recognition. Recently, they have been widely adopted in High Performance Computing (HPC) environments for... (more)

DDRNoC: Dual Data-Rate Network-on-Chip

This article introduces DDRNoC, an on-chip interconnection network capable of routing 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 (switch and link traversal), which exhibits significant slack. DDRNoC capitalizes on this observation, allowing two flits... (more)

Extreme-Scale High-Order WENO Simulations of 3-D Detonation Wave with 10 Million Cores

High-order stencil computations, frequently found in many applications, pose severe challenges to emerging many-core platforms due to the complexities... (more)

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

BestSF: A Sparse Meta-Format for Optimizing SpMV on GPU

It has been widely observed that there is no "best-for-all" sparse format for the SpMV kernel on GPU. Indeed, a serious performance degradation of an order of magnitude can be observed without a careful selection of the sparse format to use. To address this problem, we propose in this paper BestSF (Best Sparse Format), a new learning-based sparse meta-format that automatically selects the most appropriate sparse format for a given input matrix. Our experimental results on two different NVIDIA GPUs using a large number of real-world sparse matrices show that BestSF achieved a noticeable overall performance and energy efficiency improvement.

QuMan: Profile-based Improvement of Cluster Utilization

Modern data centers employ workload consolidation to increase server utilization and reduce total cost of ownership, as well as mitigate data center scaling limitations. However, server resource sharing creates performance interference across applications and consequently, increases performance variability and hurts application QoS and user experience. A challenging problem today is to increase shared server utilization while maintaining application QoS. In this paper, we present QuMan, a server resource manager that uses application isolation and profiling to increase server utilization while controlling degradation of application performance.

Low Complexity Multiply-Accumulate Units for Convolutional Neural Networks with Weight-Sharing

CNN Hardware accelerators typically contain large numbers of MAC units, the multipliers of which are large in IC gate count and power consumption. We reduce power and area by implementing PASM in a weight-shared CNN. PASM re-architects the MAC to instead count the frequency of each weight and place it in a bin. The accumulated value is computed in a subsequent multiply phase, significantly reducing gate count and power consumption of the CNN. Experiments show that our approach results in fewer gates, smaller logic, and reduced power with only a slight increase in latency in both ASIC and FPGA implementations.

CODA: Enabling Co-location of Computation and Data for multiple GPU systems

To exploit multiple GPUs in a system efficiently, it is critical to co-place compute and data. However, two key techniques that have been used to hide memory latency and improve TLP in traditional GPU systems, memory-interleaving and thread-block scheduling, are at odds with efficient use of multiple GPUs. Distributing data across multiple GPUs to improve memory-bandwidth-utilization incurs high remote traffic when data and compute are misaligned. Nondeterministic thread-block scheduling to improve compute resource utilization impedes compute and data co-placement. This paper proposes a mechanism that identifies exclusive data and places data along with code accessing it in the same GPU.

Cluster Programming using the OpenMP Accelerator Model

This paper introduces computer cluster nodes as simple OpenMP offloading devices that can be used either from a local computer or from the cluster head-node. It proposes a methodology that transforms OpenMP directives to Spark runtime calls with fully integrated communication management, in a way that a cluster appears to the programmer as yet another accelerator device. Results show that although data transfers can impose overheads, cloud offloading from a local machine can still achieve promising speedups for larger granularity: up to 115x in 256 cores for the 2MM benchmark using 1GB sparse matrices.

LAPPS: Locality-Aware Productive Prefetching Support for PGAS

Prefetching is a well-known technique to mitigate scalability challenges in the PGAS model. It has been studied as either an automated compiler optimization or a manual programmer optimization. Using the PGAS locality awareness, we define a hybrid tradeoff. Specifically, we introduce LAPPS: Locality-Aware Productive Prefetching Support for PGAS. Our novel, user-driven approach strikes a balance between the ease-of-use of compiler-based automated prefetching and the high performance of the laborous manual prefetching. Our prototype implementation in Chapel shows that significant scalability and performance improvements can be achieved with minimal effort in common applications.

An alternative TAGE-like conditional branch predictor

TAGE is one of the most accurate conditional branch predictors known today. However, TAGE does not exploit its input information perfectly, as it is possible to obtain significant prediction accuracy improvements by complementing TAGE with a statistical corrector using the same input information. This paper proposes an alternative TAGE-like predictor making statistical correction practically superfluous.

Global Dead-Block Management for Task-Parallel Programs

Task-parallel programs inefficiently utilize the cache hierarchy due to the presence of dead blocks in caches. Dead blocks may occupy cache space in multiple cache levels for a long time without providing any utility until they are finally evicted. Existing dead-block prediction schemes take decisions locally for each cache level and do not efficiently manage the entire cache hierarchy. This paper introduces runtime-orchestrated global dead-block management in which static and dynamic information about tasks available to the run-time system is used to effectively detect and manage dead blocks across the cache hierarchy.

Toward kilo-instruction processors

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

Software-controlled fault tolerance

Virtual machine showdown: Stack versus registers

Design of the Java HotSpot™ client compiler for Java 6

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

Bibliometrics

Publication Years 2004-2018
Publication Count 587
Citation Count 2298
Available for Download 587
Downloads (6 weeks) 2498
Downloads (12 Months) 26622
Downloads (cumulative) 235003
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 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 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
Margaret Martonosi 7
Antonio González 7
Pen Yew 6
Jingling Xue 6
Adrián Cristal 6
Henk Corporaal 6
Norman Jouppi 6
David Gregg 6
Antonia Zhai 6
Tor Aamodt 5
Yan Solihin 5
Haitham Akkary 5
Weichung Hsu 5
Jun Yang 5
Timothy Sherwood 5
Shlomo Weiss 5
Louis Pouchet 5
Osman Ünsal 5
Christian Wimmer 5
Laxmi Bhuyan 5
James Tuck 5
David Whalley 5
Prasad Kulkarni 5
Onur Mutlu 5
Jaume Abella 5
Ponnuswamy Sadayappan 4
Jack Davidson 4
Olivier Temam 4
Oğuz Ergin 4
Antoniu Pop 4
Daniel Jiménez 4
Albert Cohen 4
Milos Prvulovic 4
Mahmut Kandemir 4
Sarita Adve 4
Bronis De Supinski 4
Miquel Moretó 4
David Wood 4
Christos Kozyrakis 4
Chengyong Wu 4
Francisco Cazorla 4
Yu Du 4
Marco Santambrogio 4
Pierre Michaud 4
María Garzarán 4
Hans Vandierendonck 4
Aamer Jaleel 4
Dmitry Ponomarev 4
Timothy Jones 4
Mateo Valero 4
David Brooks 4
Shuangde Fang 3
Chialin Yang 3
Josep Torrellas 3
Walid Najjar 3
Ramón Doallo 3
Per Stenström 3
José Llabería 3
Youtao Zhang 3
Wim Heirman 3
Ran Ginosar 3
Rami Melhem 3
Zheng Wang 3
Bjorn De Sutter 3
Chandra Krintz 3
Prashant Nair 3
Marcelo Cintra 3
Daniel Mossé 3
Christophe Dubach 3
Avi Mendelson 3
Fabrice Rastello 3
Stefanos Kaxiras 3
José García 3
Rubén Titos-Gil 3
Biswabandan Panda 3
Ramesh Karri 3
Sriram Krishnamoorthy 3
Frank Mueller 3
Nael Abu-Ghazaleh 3
Mary Soffa 3
Alberto Ros 3
Jue Wang 3
Xiangyu Dong 3
Wei Tong 3
Hanspeter Mössenböck 3
Michael Franz 3
Víctor Viñals 3
John Cavazos 3
Miao Zhou 3
David Tarjan 3
Kim Hazelwood 3
Francky Catthoor 3
Yosi Asher 3
Lizy John 3
Jingning Liu 3
Wengfai Wong 3
Moinuddin Qureshi 3
Todd Mowry 3
Ioannis Papaefstathiou 3
Basilio Fraguela 3
Paolo Ienne 3
Mikel Luján 3
Naveen Muralimanohar 3
Yunji Chen 3
Jose Renau 3
Michael Jantz 3
Jennifer Sartor 3
Michael Spear 3
Arun Kanuparthi 2
Trevor Carlson 2
Omer Khan 2
Andi Drebes 2
Zheng Li 2
Yulong Ao 2
David Roberts 2
Vijay Nagarajan 2
Erik Tomusk 2
Olivier Serres 2
Tarek El-Ghazawi 2
Chuanjun Zhang 2
Sameer Kulkarni 2
Tulika Mitra 2
Yunheung Paek 2
Angeliki Kritikakou 2
David August 2
Karine Heydemann 2
Yiannakis Sazeides 2
Philippe Clauss 2
Leonid Yavits 2
Ahmad Anbar 2
Huiyang Zhou 2
Pavlos Mattheakis 2
Ricardo Dias 2
Poovaiah Palangappa 2
Sanyam Mehta 2
Anurag Negi 2
Simon Steely 2
Yingwei Luo 2
Mike Mantor 2
Alex Ramírez 2
Jianjun Li 2
Jason Hiser 2
Ibrahim Hur 2
Davide Bartolini 2
Amir Morad 2
Qixiao Liu 2
Xiangyu Dong 2
Guru Venkataramani 2
Dan Feng 2
Massimo Torquati 2
George Patsilaras 2
Cecilia González-Álvarez 2
Mark Hempstead 2
Cosmin Gorgovan 2
Mary Irwin 2
Farrukh Hijaz 2
Shuaiwenleon Song 2
Li Zhao 2
Ravishankar Iyer 2
Kishore Pusukuri 2
Edwin Bonilla 2
Philippe Navaux 2
Xiaolang Yan 2
Marco Danelutto 2
Diego Andrade 2
Somayeh Sardashti 2
John Kubiatowicz 2
Rachid Seghir 2
Vincent Loechner 2
Mauricio Álvarez-Mesa 2
Yangchun Luo 2
Xipeng Shen 2
Gautham Beeraka 2
Amit Golander 2
Mageda Sharafeddine 2
Todd Austin 2
Joseph Sharkey 2
Pablo Ibáñez 2
Bart Coppens 2
Sally McKee 2
Costas Goutis 2
Jungho Ahn 2
Hyesoon Kim 2
Rajkishore Barik 2
William Dally 2
Yuanyuan Zhou 2
Komal Jothi 2
Preeti Panda 2
Soomook Moon 2
Xiaowen Jiang 2
Bin Ren 2
Yiannakis Sazeides 2
Daniel Jiménez-González 2
Yong Li 2
Maximilien Breughe 2
Joel Emer 2
Glenn Reinman 2
Xueyang Wang 2
Abhishek Bhattacharjee 2
Thomas Conte 2
Cedric Nugteren 2
Petar Radojković 2
Grigori Fursin 2
Michela Becchi 2
Doug Simon 2
Yang Chen 2
Motohiro Kawahito 2
Soojung Ryu 2
Karthikeyan Sankaralingam 2
Erven Rohou 2
Madhu Mutyam 2
Changhui Lin 2
Rupesh Nasre 2
Gennady Pekhimenko 2
Zhibin Yu 2
Xiaofei Liao 2
Kai Huang 2
José Martínez 2
George Matheou 2
Erik Hagersten 2
Chrysostomos Nicopoulos 2
Alex Jones 2
Sebastian Hack 2
Guyeon Wei 2
Yuanjie Huang 2
Lishiuan Peh 2
Milan Pavlovic 2
Jorge Albericio 2
Betul Buyukkurt 2
Amanieu D'Antras 2
Jin Lin 2
Shashidhar Mysore 2
V Nandivada 2
Juan Aragón 2
Kiyoung Choi 2
Neil Vachharajani 2
Stefan Brunthaler 2
Ron Gabor 2
Gagan Agrawal 2
Daniele De Sensi 2
Ramaswamy Govindarajan 2
Dean Tullsen 2
Michael Smith 2
Ben Juurlink 2
Amir Ashouri 2
Carlos Álvarez 2
Magnus Själander 2
Jagannathan Ramanujam 2
Björn Franke 2
Per Larsen 2
Mary Hall 2
Fang Wang 2
Junwhan Ahn 2
Jawad Haj-Yihia 2
Ahmad Yasin 2
Oliverio Santana 2
Guang Gao 2
Chen Ding 2
Jacob Brock 2
Dimitrios Nikolopoulos 2
Yuanshin Hwang 2
Peng Liu 2
Jason Cong 2
Chenggang Wu 2
Jason Loew 2
Kenzo Van Craeynest 2
Roy Ju 2
Vasilios Kelefouras 2
Ghassan Shobaki 2
Ram Rangan 2
Mark Horowitz 2
Tinfook Ngai 2
Kiyoung Choi 2
Xuejun Yang 2
Zhiying Wang 2
Vassilis Papaefstathiou 2
Min Feng 2
Chuntao Jiang 2
Eduard Ayguadé 2
Hugh Leather 2
Mingyu Chen 2
Scott Mahlke 2
Jörg Henkel 2
Dongliang Xiong 2
David Kaeli 2
Hao Luo 2
Kartik Mohanram 2
Paraskevas Evripidou 2
Sreenivas Subramoney 2
Hwansoo Han 2
Gianluca Palermo 2
Gabriel Loh 2
Venmugil Elango 2
William Hasenplaugh 2
Wenjia Ruan 2
Nathanael Premillieu 2
Manuel Acacio 2
Sven Verdoolaege 2
Karthik Sankaranarayanan 2
Banit Agrawal 2
Jacob Leverich 2
John Kim 2
Quan Chen 2
Eric Hein 2
Xiaobing Feng 2
Morteza Kafshdooz 2
Alireza Ejlali 2
Uday Bondhugula 2
Manlap Li 2
Ioannis Sourdis 2
Frederic Chong 2
Hamid Sarbazi-Azad 2
Jichuan Chang 1
Jan Lucas 1
François Trahay 1
Troels Henriksen 1
Michael Bebenita 1
Sheng Qiu 1
Hai Li 1
Bipasa Chattopadhyay 1
Long Chen 1
Adrià Armejach 1
Zhenlin Wang 1
Ting Cao 1
Yuan Xie 1
Junghee Lee 1
Yeonghun Jeong 1
Derek Hower 1
Anup Holey 1
Kevin Streit 1
Clemens Hammacher 1
Andreas Zeller 1
Carolejean Wu 1
Lucas Vespa 1
Stephan Diestelhorst 1
Baris Taskin 1
Mingzhe Zhang 1
Sriseshan Srikanth 1
Zhen Lin 1
Wanwang Yin 1
Hanhwi Jang 1
Mansureh Moghaddam 1
Alessandro Cilardo 1
Alain Darte 1
Ralf Karrenberg 1
Naser Sedaghati 1
Nicolas Melot 1
Chingtsun Chou 1
Samihan Yedkar 1
Andreas Moshovos 1
Hong Trinh 1
Chingchi Chi 1
Felix Wolf 1
Qin Wu 1
Chaitali Chakrabarti 1
Lian Li 1
Ian Rogers 1
Derek Pao 1
Simone Campanoni 1
Benjamin Lee 1
Dyer Rolán 1
Cyriel Minkenberg 1
Yiran Chen 1
Bing Liu 1
Robert Seepers 1
Vesna Smiljković 1
George Tzenakis 1
Carl Beckmann 1
Yujie Liu 1
Lingmei Weng 1
Zhe Wang 1
Junli Gu 1
Hyunggyu Lee 1
Michel, Dubois 1
Eric Petit 1
Ankit More 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
Luca Gallo 1
Jörg Keller 1
Heiner Litz 1
HanBin Yoon 1
Hong Jiang 1
Phillip Gibbons 1
Eri Rubin 1
Xin Tong 1
Paul Kelly 1
Leo Porter 1
Zhibin Wang 1
Nilay Vaish 1
Samantika Subramaniam 1
Milo Martin 1
Abdulrahman Kaitoua 1
Samuel Burri 1
Boryeh Shen 1
Wuu Yang 1
Shubhendu Mukherjee 1
Bin Zhang 1
Zhizhong Tang 1
Yingtao Jiang 1
Michal Wegiel 1
Weifeng Xu 1
R Rakvic 1
Yuntan Fang 1
Chao Zhang 1
Valeria Bertacco 1
Donghyuk Woo 1
Hsien Lee 1
Mark Heffernan 1
Sheng Li 1
Jay Brockman 1
Ruiyang Wu 1
Kanad Ghose 1
Luis Ceze 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
Hussam Mousa 1
Ryan Kastner 1
John Cortes 1
Zbigniew Chamski 1
Xiaoyu Hu 1
Dong Chen 1
Rathijit Sen 1
Dongrui Fan 1
Salvador Petit 1
Bin Li 1
Jason Mars 1
David Cox 1
Zoe Yu 1
Jingling Xue 1
Deshanand Singh 1
Mau Frank Chang 1
David Yuste 1
Malik Khan 1
Jens Palsberg 1
Yu Chen 1
Michael Haupt 1
Paraskevas Yiapanis 1
Dmitry Evtyushkin 1
Jeffery Von Ronne 1
Benoît Meister 1
Andreas Lankes 1
Evan Speight 1
Pohan Wang 1
Chen Tian 1
Andrew Anderson 1
Xiaowen Chen 1
Sandeep D'souza 1
Giuseppe Natale 1
Kevin Chang 1
Luis Taniça 1
Chengyi Chou 1
Ryan Riley 1
Mohammadkazem Taram 1
Minyi Guo 1
Yuan Xie 1
Albert Sidelnik 1
Mohammad Islam 1
Ulya Karpuzcu 1
Myungsu Cha 1
Nikolaos Tampouratzis 1
Sudheer Chunduri 1
Yuan Yao 1
Tiago Vale 1
João Silva 1
Tom Spink 1
Koen De Bosschere 1
Brad Calder 1
Ragavendra Natarajan 1
Sheng Li 1
Andrea Mondelli 1
Engin Kayraklioglu 1
Panayiotis Englezakis 1
Giorgos Dimitrakopoulos 1
Jost Berthold 1
Martin Elsman 1
Cristina Silvano 1
Jishen Zhao 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
Eren Kursun 1
Chris Bentley 1
Andreas Herkersdorf 1
Jin Xiong 1
Nicolas Weber 1
Muhamed Mudawar 1
A Khayyat 1
Nicklas Jensen 1
Sven Karlsson 1
Sander Vocke 1
Rick Nas 1
Mojtaba Mehrara 1
Hideho Arakida 1
Haiming Liu 1
Brian Fields 1
George Athanasiou 1
Eran Shifer 1
Jinbo Xu 1
Jie Zhou 1
Ali Bakhoda 1
Hiroshi Inoue 1
Toshio Nakatani 1
Avinash Malik 1
Timothy Hayes 1
Amey Karkare 1
Jerónimo Castrillón 1
Guido Araújo 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
Myoungsoo Jung 1
Songchun Fan 1
Probir Roy 1
Jaydeep Marathe 1
Barry Rountree 1
Lixin Zhang 1
Qin Zhao 1
Ioana Cutcutache 1
Kornilios Kourtis 1
Georgios Goumas 1
Sangyeun Cho 1
Ahmad Samih 1
Ning Weng 1
Siddharth Nilakantan 1
Michael Frank 1
Kuanchung Chen 1
Long Zheng 1
Soojung Ryu 1
Chao Yang 1
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Ziliang Guo 1
Arjun Suresh 1
Atieh Lotfi 1
Luca Benini 1
Eladio Gutiérrez 1
Nicolai Stawinoga 1
Yu Hua 1
Zhipeng Tan 1
Chengning Wang 1
Bing Wu 1
Matthew Olson 1
Dipanjan Sengupta 1
Ahsen Ejaz 1
Martin Burtscher 1
Ilya Ganusov 1
Michele Co 1

Affiliation Paper Counts
University of Bern 1
East China Normal University 1
National Taiwan Ocean University 1
Daegu University 1
Oregon State University 1
Carnegie Mellon University in Qatar 1
Sungkyunkwan University 1
University of Amsterdam 1
City University of Hong Kong 1
University of Missouri-Kansas City 1
Chongqing University 1
Federal University of Santa Catarina 1
Chinese University of Hong Kong 1
Colorado State University 1
Federal University of Uberlandia 1
University of Texas at Dallas 1
Tianjin University of Technology 1
University of Rhode Island 1
Singapore Polytechnic 1
National Tsing Hua University 1
LSI Corporation 1
Birla Institute of Technology and Science Pilani 1
University of St Andrews 1
Korean Agency for Defense Development 1
Qualcomm Incorporated 1
University of Notre Dame 1
Purdue University 1
Cray Inc. 1
Macronix International Co 1
Democritus University of Thrace 1
Universidad Carlos III de Madrid 1
University of Illinois 1
Ecole Nationale Superieure de Techniques Avancees 1
Chang Gung University 1
University of Michigan 1
Synopsys Incorporated 1
Verimag 1
Freescale Semiconductor 1
Hewlett-Packard Inc. 1
Feng Chia University 1
Universite de Lyon 1
University of Auckland 1
Wayne State University 1
Gwangju Institute of Science and Technology 1
National Climate Center Beijing 1
Washington University in St. Louis 1
University of Richmond 1
University of Bologna 1
STMicroelectronics 1
Shanghai University of Engineering Science 1
Universidad Catolica de Murcia 1
Colorado School of Mines 1
University of Massachusetts Lowell 1
University of Washington, Seattle 1
IBM, Netherlands 1
NXP Semiconductors 1
San Diego State University 1
University of Qatar 1
National Taiwan University of Science and Technology 1
Massey University 1
VMware, Inc 1
Facebook, Inc. 1
Swiss Federal Institute of Technology, Zurich 1
The University of North Carolina System 1
New York University Abu Dhabi 1
Universite Hadj Lakhdar de Batna 1
Universidade de Lisboa 1
US Naval Academy 1
National Chi Nan University 1
Universitat Rovira i Virgili 1
Huawei Technologies Co., Ltd. 1
Google Switzerland GmbH 1
University of Missouri System 1
Texas A and M University at Qatar 1
Bauhaus University Weimar 1
University of Massachusetts System 1
Universite de Rennes 1 1
West Virginia University 1
Furman University 1
Assured Information Security, Inc. 1
Lawrence Berkeley National Laboratory 1
Los Alamos National Laboratory 1
Erasmus University Medical Center 1
LG Electronics, Korea 1
Friedrich Schiller University Jena 1
Kyungil University 1
Tufts University 1
National University of Sciences and Technology Pakistan 1
Bilkent University 1
IBM Research, Ireland 1
University of Hagen 2
Altera Corporation 2
International Institute of Information Technology Hyderabad 2
Beijing University of Technology 2
Technical University of Dresden 2
Technical University of Darmstadt 2
Technical University of Denmark 2
University of Cambridge 2
Royal Institute of Technology 2
Boston University 2
IBM Toronto Software Lab 2
University of Nevada, Las Vegas 2
Linkoping University 2
Intel Corporation, Belgium 2
Sejong University 2
Korea University 2
Columbia University 2
University of Central Florida 2
University of Naples Federico II 2
Microsoft Corporation 2
San Diego Supercomputer Center 2
Vienna University of Technology 2
IBM Ireland Limited 2
Ecole des Mines de Paris 2
University of Sao Paulo 2
Bogazici University 2
INRIA Rocquencourt 2
Commissariat a L'Energie Atomique CEA 2
Catholic University of Leuven, Leuven 2
Tianjin University 2
Blekinge Institute of Technology 2
University of Nebraska - Lincoln 2
Vrije Universiteit Brussel 2
University of Porto 2
MIT Lincoln Laboratory 2
University of Innsbruck 2
Iranian Research Institute for Fundamental Sciences 2
Indian Institute of Technology, Kharagpur 2
Princess Sumaya University 2
National Key Laboratory for Parallel and Distributed Processing 2
INRIA Saclay 2
Southwest China Normal University 2
Google Inc. 3
Universite de Versailles Saint-Quentin-en-Yvelines 3
Federal University of Rio Grande do Sul 3
SRI International 3
University of Louisiana at Lafayette 3
National Technical University of Athens 3
Norwegian University of Science and Technology 3
Lancaster University 3
Complutense University of Madrid 3
IBM, USA 3
University of Catania 3
University of Massachusetts Amherst 3
Iowa State University 3
Sun Microsystems 3
University of Ferrara 3
Universidad de Santiago de Compostela 3
Michigan Technological University 3
University of Arizona 3
University of Bristol 3
Sandia National Laboratories, New Mexico 3
Ecole Normale Superieure de Lyon 3
Faculdade de Ciencias e Tecnologia, New University of Lisbon 3
Brown University 3
Academia Sinica Taiwan 3
Technological Education Institute-Crete 3
Louisiana State University 3
University of Pennsylvania 3
Lawrence Livermore National Laboratory 3
Thales Research and Technology 3
Ozyegin University 3
Shenzhen Institute of Advanced Technology 3
INSA Lyon 3
ARM Ltd. 4
Hebrew University of Jerusalem 4
Microsoft Research 4
University of Passau 4
Universite Paris Sorbonne - Paris IV 4
Jiangnan University 4
Federal University of Minas Gerais 4
University of Texas at San Antonio 4
CSIC - Instituto de Investigacion en Inteligencia Artificial 4
Universidad de Malaga 4
National Cheng Kung University 4
University of Toronto 4
University of Southern California, Information Sciences Institute 4
Drexel University 4
National Chung Cheng University 4
The University of Georgia 4
University of Science and Technology of China 4
Indian Institute of Technology, Kanpur 4
King Fahd University of Petroleum and Minerals 4
Intel Technology India Pvt Ltd. 4
Simula Research Laboratory 4
Lero - The Irish Software Engineering Research Centre 4
Samsung Group 4
Northwestern University 4
Polytechnic Institute of Turin 4
Australian National University 4
Technical University of Munich 4
Pohang University of Science and Technology 4
Rutgers, The State University of New Jersey 4
University of Haifa 5
IBM Zurich Research Laboratory 5
Southern Illinois University at Carbondale 5
University of Florida 5
University of Thessaly 5
Tampere University of Technology 5
University of Tennessee, Knoxville 5
University of Southern California 5
NEC Laboratories America, Inc. 5
IBM Thomas J. Watson Research Center 5
Universite Grenoble Alpes 5
TOBB University of Economics and Technology 5
University of Connecticut 5
University of Cantabria 6
Uppsala University 6
New York University 6
The College of William and Mary 6
Rice University 6
National Chiao Tung University Taiwan 6
Arizona State University 6
Pacific Northwest National Laboratory 6
University of Copenhagen 6
Universidad Politecnica de Valencia 6
University of California System 6
Korea Advanced Institute of Science & Technology 6
IBM Austin Research Laboratory 6
University of Kansas Lawrence 6
Massachusetts Institute of Technology 6
NVIDIA 6
Technical University of Berlin 7
Technical University of Crete 7
Instituto Superior Tecnico 7
Delft University of Technology 7
University of Twente 7
University of California, Santa Cruz 7
The University of Hong Kong 7
Universite de Strasbourg 7
IBM, Japan 7
Imperial College London 7
Swiss Federal Institute of Technology, Lausanne 7
University of California, Davis 7
Georgia Institute of Technology, School of Electrical and Computer Engineering 7
Indian Institute of Technology, Delhi 7
Lehigh University 8
Duke University 8
Yonsei University 8
University of Patras 8
Johannes Kepler University Linz 8
University of Pisa 8
Samsung Electronics Co. Ltd. 8
Northeastern University 8
Saarland University 9
University of California, San Diego 9
IBM Research 9
University of Utah 9
George Washington University 9
Advanced Micro Devices, Inc. 9
RWTH Aachen University 9
University of Dublin, Trinity College 9
Karlsruhe Institute of Technology 9
University of California, Berkeley 9
Universidad de A Coruna 10
Technion - Israel Institute of Technology 10
University of New South Wales 10
Sharif University of Technology 10
Tel Aviv University 10
Texas A and M University 10
Peking University 10
The University of British Columbia 10
University of Minnesota System 11
Ecole Normale Superieure 11
Queen's University Belfast 11
Zhejiang University 11
University of California, Los Angeles 11
National University of Singapore 11
Indian Institute of Technology, Madras 11
Cornell University 11
Florida State University 12
Huazhong University of Science and Technology 12
University of Delaware 12
University Michigan Ann Arbor 12
Universidad de Zaragoza 12
Harvard University 13
Indian Institute of Science, Bangalore 13
Binghamton University State University of New York 13
INRIA Institut National de Rechereche en Informatique et en Automatique 14
Universidad de Murcia 14
University of Rochester 14
University of Minnesota Twin Cities 14
Eindhoven University of Technology 14
National Taiwan University 15
American University of Beirut 15
Tsinghua University 16
HP Labs 17
University of Cyprus 17
University of Texas at Austin 17
University of Manchester 17
University of California, Irvine 18
Shanghai Jiaotong University 19
Chalmers University of Technology 19
Institute of Computing Technology Chinese Academy of Sciences 20
Institute for Research in IT and Random Systems 20
University of Wisconsin Madison 21
Ohio State University 22
Wuhan National Laboratory for Optoelectronics 22
Carnegie Mellon University 23
University of California, Santa Barbara 24
Stanford University 25
Pennsylvania State University 27
Politecnico di Milano 28
Princeton University 28
Georgia Institute of Technology 30
University of Illinois at Urbana-Champaign 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
University of California, Riverside 41
Chinese Academy of Sciences 43
University of Pittsburgh 49
Universitat Politecnica de Catalunya 51
Ghent University 55
Intel Corporation 67
 
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