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Variable Liberalization

In the wake of the current trend of increasing the number of cores on a chip, compiler optimizations for improving the memory performance have assumed increased importance. Loop fusion is one such key optimization that can alleviate memory and bandwidth wall and thus improve parallel performance. However, we find that loop fusion in interesting... (more)

RATT-ECC

This article proposes a rate-adaptive, two-tiered error-correction scheme (RATT-ECC) that provides strong reliability (1010x 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... (more)

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

High-quality optical flow computation algorithms are computationally intensive. The low computational speed of such algorithms causes difficulties for... (more)

Optimization Models for Three On-Chip Network Problems

We model three on-chip network design problems—memory controller placement, resource allocation in heterogeneous on-chip networks, and their... (more)

Yet Another Compressed Cache

Cache memories play a critical role in bridging the latency, bandwidth, and energy gaps between cores and off-chip memory. However, caches frequently consume a significant fraction of a multicore chip's area and thus account for a significant fraction of its cost. Compression has the potential to improve the effective capacity of a cache, providing... (more)

Hardware-Assisted Thread and Data Mapping in Hierarchical Multicore Architectures

The performance and energy efficiency of modern architectures depend on memory locality, which can be improved by thread and data mappings considering... (more)

Maximizing Heterogeneous Processor Performance Under Power Constraints

Heterogeneous processors (e.g., ARM’s big.LITTLE) improve performance in power-constrained environments by executing applications on the... (more)

An Accurate Cross-Layer Approach for Online Architectural Vulnerability Estimation

Processor soft-error rates are projected to increase as feature sizes scale down, necessitating the adoption of reliability-enhancing techniques, but... (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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UMH: A Hardware-based Unified Memory Hierarchy for Systems with Multiple Discrete GPUs

In this paper we describe how to ease memory management between a CPU and one or multiple discrete GPUs by architecting a novel hardware-based Unified Memory Hierarchy (UMH). Adopting UMH, a GPU accesses the CPU memory only if it does not find its required data in the directories associated with its high-bandwidth memory, or the NMOESI coherency protocol limits the access to that data. Using UMH with NMOESI, improves performance of a CPU-multiGPU system by at least 1.92× in comparison to alternative software-based approaches. It also allows the CPU to efficiently access GPUs modified data by at least 13× faster.

Synergistic Analysis of Evolving Graphs

We identify major sources of inefficiencies involved in processing evolving graphs and present two optimization techniques to attack them. First, we propose a technique for amortizing the fetch cost by merging fetching of values for different snapshots of same vertex. Second, we propose a technique for amortizing the processing cost by feeding computed values across snapshots. We have implemented these optimizations in two distributed graph processing systems, GraphLab and ASPIRE. Experiments with multiple real evolving graphs and algorithms show that, on average fetch amortization speeds up GraphLab/ASPIRE by 5.2/4.1x. Amortizing the processing cost yields additional average speedups of 2/7.9x.

Hardware Accelerated Cross-Architecture Full-System Virtualization

Existing techniques for cross-architecture virtualization incur a substantial overhead for CPU, memory and I/O virtualization due to the necessity for software emulation. This article presents a hardware-accelerated hypervisor called Captive, which exploits existing hardware virtualization extensions for improving the performance of cross-architecture virtualization. We illustrate how we can map the guest MMU onto the host MMU, a block-based DBT can improve CPU virtualization performance and emulated devices can be efficiently supported. For an ARM-based Linux guest running on an x86 host, we demonstrate performance levels of up to 5.97x over state-of-the-art QEMU (1450 MIPS) and 2.25x on average (852 MIPS).

Cooperative Caching for GPUs

The rise of general-purpose computing on GPUs has led to the introduction of an on-chip cache hierarchy on GPUs. High L1 miss rates, however, place high demands on the shared L2 bandwidth. In this paper, we aim to reduce the pressure on the shared L2 bandwidth. We identify significant replication of data among private L1 caches, presenting an opportunity to reuse data among the L1s. In our proposed architecture, we show how this reuse can be exploited by connecting the L1s with a lightweight ring network which translates into a performance improvement of 14.7% on average (and up to 49%).

Evaluation of Histogram of Oriented Gradients Soft Errors Criticality for Automotive Applications

This paper presents an experimental evaluation and analytical study of Histogram of Oriented Gradients (HOG) reliability. We quantify and qualify the radiation-induced errors on HOG executed in embedded GPUs from two different vendors, exposed to a controlled neutron beam at Los Alamos National Laboratory. The reported analysis shows that, while being intrinsically resilient, HOG experienced some particularly critical errors that could result in undetected pedestrians or unnecessary vehicle stops. Additionally, we perform a fault-injection campaign to identify HOG critical procedures. We find those limited portions of HOG that, if hardened, would significantly increase reliability without introducing unnecessary overhead.

A Cross-Platform SpMV Framework on Many-Core Architectures

Load imbalance and high memory bandwidth remain the critical performance bottlenecks for SpMV. We present our novel solutions to these problems, for both GPU and Intel MIC many-core architectures. First, we devise a new SpMV format, called blocked compressed common coordinate (BCCOO), which uses bit flags to store the row indices in a blocked common coordinate (COO) format to alleviate the bandwidth problem. Second, we propose an efficient matrix-based segmented sum/scan for SpMV to address the load imbalance problem. Experiments are conducted on different many-core architectures. Results show that our framework has a significant improvement over the existing SpMV libraries.

LDAC: Locality-aware Data Access Control for Large-scale Multicore Cache Hierarchies

The trend of increasing the number of cores to achieve higher performance has made efficient management of on-chip data challenging. Moreover, many emerging applications process massive amounts of data with varying degree of locality. Therefore, exploiting locality to improve on-chip traffic and resource utilization is of fundamental importance. We propose a holistic locality-aware cache hierarchy management protocol for large-scale multicores. The proposed scheme improves on-chip data access latency and energy consumption by intelligently bypassing cache line replication in the private caches, and/or intelligently replicating cache lines in the LLC.

A Reconfiguration Algorithm for Power-Aware Parallel Applications

In this paper we propose Nornir, an algorithm to derive performance and power consumption models of an application in different configurations. Using these models, we can select the optimal configuration for the given user requirement, either performance or power consumption. The configuration of the application will be changed on-the-fly to adapt to workload fluctuations and/or application's phase changes. We validate the algorithm by simulating over several applications Then we implemented it and we analysed its accuracy and overhead over some applications on a real execution environment, by comparing the results with those of some state of the art solutions.

AIM: Energy-Efficient Aggregation inside the Memory Hierarchy

In this paper, we propose Aggregation-in-Memory (AIM), a new processing-in-memory system designed for energy efficiency and near-term adoption. In order to efficiently perform aggregation, we implement simple aggregation operations in main memory and develop a locality-adaptive host architecture for inmemory aggregation, called cache-conscious aggregation. Through this, AIM executes aggregation at the most energy-efficient location among all levels of the memory hierarchy. Moreover, AIM minimally changes existing sequential programming models and provides fully automated compiler toolchain, thereby allowing unmodified legacy software to use AIM. Evaluations show that AIM greatly improves the energy efficiency of main memory and the system performance.

Bibliometrics

Publication Years 2004-2016
Publication Count 480
Citation Count 1705
Available for Download 480
Downloads (6 weeks) 3404
Downloads (12 Months) 27661
Downloads (cumulative) 191548
Average downloads per article 399
Average citations per article 4
First Name Last Name Award
Iris Bahar ACM Distinguished Member (2012)
Douglas C Burger ACM Distinguished Member (2008)
ACM Senior Member (2006)
Martin Burtscher ACM Distinguished Member (2014)
ACM Senior Member (2006)
John B Carter ACM Senior Member (2015)
William J Dally ACM-IEEE CS Eckert-Mauchly Award (2010)
Bronis R. De Supinski ACM Gordon Bell Prize (2006)
Nikil D. Dutt ACM Distinguished Member (2007)
Joel Emer ACM-IEEE CS Eckert-Mauchly Award (2009)
Michael Franz ACM Distinguished Member (2006)
Mary W Hall ACM Distinguished Member (2010)
Tim Harris ACM Senior Member (2007)
Mary Jane Irwin ACM Athena Lecturer Award (2010)
ACM Distinguished Service Award (2005)
Norman Jouppi ACM-IEEE CS Eckert-Mauchly Award (2015)
David R Kaeli ACM Distinguished Member (2014)
Stephen Keckler ACM Senior Member (2006)
ACM Grace Murray Hopper Award (2003)
Nectarios Koziris ACM Senior Member (2009)
Christoforos Kozyrakis ACM Senior Member (2007)
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
Pen Yew 6
Michael O'Boyle 6
Jingling Xue 6
Mateo Valero 6
David Gregg 6
Antonia Zhai 6
Norman Jouppi 6
Margaret Martonosi 6
Yan Solihin 5
Haitham Akkary 5
Shlomo Weiss 5
Jun Yang 5
Timothy Sherwood 5
Weichung Hsu 5
Henk Corporaal 5
David Whalley 5
Laxmi Bhuyan 5
Christian Wimmer 5
Jaume Abella 5
Onur Mutlu 5
Adrián Cristal 5
Tor Aamodt 4
Jack Davidson 4
Oğuz Ergin 4
Daniel Jiménez 4
Louis Pouchet 4
Milos Prvulovic 4
Yiannakis Sazeides 4
Sarita Adve 4
Osman Ünsal 4
Miquel Moretó 4
Christos Kozyrakis 4
Chengyong Wu 4
Francisco Cazorla 4
María Garzarán 4
Yu Du 4
Dmitry Ponomarev 4
Timothy Jones 4
David Brooks 4
Mateo Valero 4
Walid Najjar 3
Ramón Doallo 3
Ponnuswamy Sadayappan 3
Shuangde Fang 3
Chialin Yang 3
José Llabería 3
Josep Torrellas 3
Wim Heirman 3
Chandra Krintz 3
Youtao Zhang 3
Antoniu Pop 3
Ran Ginosar 3
Bjorn De Sutter 3
Rami Melhem 3
Stefanos Kaxiras 3
Avi Mendelson 3
Albert Cohen 3
Marcelo Cintra 3
Rubén Titos-Gil 3
Daniel Mossé 3
José García 3
Prashant Nair 3
Alberto Ros 3
Nael Abu-Ghazaleh 3
Ramesh Karri 3
Frank Mueller 3
Mary Soffa 3
Mahmut Kandemir 3
James Tuck 3
Jue Wang 3
Prasad Kulkarni 3
Víctor Viñals 3
Xiangyu Dong 3
Hanspeter Mössenböck 3
Michael Franz 3
David Tarjan 3
Kim Hazelwood 3
Pierre Michaud 3
Miao Zhou 3
Mikel Luján 3
Hans Vandierendonck 3
Lizy John 3
Basilio Fraguela 3
Todd Mowry 3
Francky Catthoor 3
Wengfai Wong 3
Paolo Ienne 3
Aamer Jaleel 3
Moinuddin Qureshi 3
Jennifer Sartor 3
Michael Spear 3
Jose Renau 3
Yunji Chen 3
Edwin Bonilla 2
Yosi Asher 2
Rajkishore Barik 2
Kenzo Van Craeynest 2
Peng Liu 2
Arun Kanuparthi 2
Yuanshin Hwang 2
Jason Loew 2
Gabriel Loh 2
Bronis De Supinski 2
Nathanael Premillieu 2
Venmugil Elango 2
Wenjia Ruan 2
Scott Mahlke 2
Min Feng 2
Xuejun Yang 2
Hwansoo Han 2
Tinfook Ngai 2
Sven Verdoolaege 2
William Hasenplaugh 2
Chuntao Jiang 2
John Kim 2
Xueyang Wang 2
Glenn Reinman 2
Xiangyu Dong 2
Vasilios Kelefouras 2
Guru Venkataramani 2
Ram Rangan 2
Ibrahim Hur 2
Roy Ju 2
Qixiao Liu 2
Cecilia González-Álvarez 2
Grigori Fursin 2
Jacob Leverich 2
Frederic Chong 2
Yuanyuan Zhou 2
Cedric Nugteren 2
Maximilien Breughe 2
Michael O’boyle 2
Manlap Li 2
Komal Jothi 2
Xiaobing Feng 2
Karthik Sankaranarayanan 2
Abhishek Bhattacharjee 2
Yong Li 2
Banit Agrawal 2
Joel Emer 2
John Cavazos 2
Quan Chen 2
Morteza Kafshdooz 2
Alireza Ejlali 2
Daniel Jiménez-González 2
Uday Bondhugula 2
Xipeng Shen 2
Todd Austin 2
Amit Golander 2
Diego Andrade 2
Joseph Sharkey 2
Gautham Beeraka 2
Mauricio Álvarez-Mesa 2
Yang Chen 2
Mageda Sharafeddine 2
Li Zhao 2
Ravishankar Iyer 2
Yangchun Luo 2
Mary Irwin 2
Marco Santambrogio 2
Michela Becchi 2
Bart Coppens 2
Doug Simon 2
Pablo Ibáñez 2
Kishore Pusukuri 2
Oliverio Santana 2
Costas Goutis 2
Chenggang Wu 2
Trevor Carlson 2
Chuanjun Zhang 2
Jungho Ahn 2
Ioannis Papaefstathiou 2
Jason Cong 2
Per Larsen 2
Tarek El-Ghazawi 2
Olivier Serres 2
David Roberts 2
Ghassan Shobaki 2
Cosmin Gorgovan 2
Naveen Muralimanohar 2
Amir Morad 2
Motohiro Kawahito 2
Erik Hagersten 2
Amanieu D'antras 2
Sebastian Hack 2
Betul Buyukkurt 2
Lishiuan Peh 2
Yuanjie Huang 2
Karthikeyan Sankaralingam 2
José Martínez 2
Changhui Lin 2
Guyeon Wei 2
Alex Jones 2
Erven Rohou 2
Jorge Albericio 2
Rupesh Nasre 2
Gennady Pekhimenko 2
Zhibin Yu 2
Xiaofei Liao 2
Chrysostomos Nicopoulos 2
Olivier Temam 2
Michael Smith 2
Ron Gabor 2
Jagannathan Ramanujam 2
Zheng Wang 2
Neil Vachharajani 2
Dean Tullsen 2
Jin Lin 2
Yunheung Paek 2
Shashidhar Mysore 2
Ben Juurlink 2
Stefan Brunthaler 2
Carlos Álvarez 2
Magnus Själander 2
Yingwei Luo 2
Fabrice Rastello 2
Leonid Yavits 2
Sanyam Mehta 2
Olivier Temam 2
Alex Ramírez 2
Angeliki Kritikakou 2
Jason Hiser 2
Jianjun Li 2
David August 2
Anurag Negi 2
Simon Steely 2
Philippe Clauss 2
Ahmad Anbar 2
Christophe Dubach 2
Nathalie Drach 1
Alejandro Martínez 1
Sheng Li 1
Jay Brockman 1
Zoe Yu 1
Ruiyang Wu 1
George Yuan 1
Mark Heffernan 1
Sanyam Mehta 1
Sun Chan 1
Jingling Xue 1
Deshanand Singh 1
Valentín Puente 1
Mau Frank Chang 1
Malik Khan 1
David Yuste 1
Jens Palsberg 1
Paraskevas Yiapanis 1
Yu Chen 1
Michael Haupt 1
Biswabandan Panda 1
Chao Zhang 1
Gyungsu Byun 1
Glenn Reinman 1
Zhenjiang Wang 1
Yuntan Fang 1
Leonid Domnitser 1
Sabih Gerez 1
Manuel Acacio 1
Wolfgang Karl 1
Guang Gao 1
Tong Wu 1
Brett Brotherton 1
Lin Tan 1
Hussam Mousa 1
David Cox 1
Eric Seckler 1
Gulfem Savrun-Yeniceri 1
Hugh Leather 1
Licheng Chen 1
Janjan Wu 1
Mingyu Chen 1
Pekka Jääskeläinen 1
Abdullah Kayi 1
Etem Deniz 1
Avinash Malik 1
Shahar Kvatinsky 1
Zonglin Liu 1
Thomas Rodriguez 1
Weichung Hsu 1
Byeongcheol Lee 1
Janghaeng Lee 1
Unnikrishnan Cheramangalath 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
Kypros Chrysanthou 1
Jianwei Liao 1
Vivien Begot 1
Mickael Dardaillon 1
Tanguy Risset 1
Gunar Schirner 1
Sukyung Yoon 1
Junggeun Kim 1
Narges Shahidi 1
Cherin Joseph 1
Mario Drumond 1
Sharath Prasad 1
Madan Das 1
Shengde Wang 1
Tanima Dey 1
Wei Wang 1
Peter Gavin 1
Viacheslav Fedorov 1
Víctor Jiménez 1
R Ramanathan 1
Sucheendra Palaniappan 1
P Thiagarajan 1
Pedro Peris-López 1
Dorit Nuzman 1
Michael Jantz 1
Daniel Sánchez 1
Sanghoon Lee 1
Christoph Kerschbaumer 1
Eric Hennigan 1
Jongman Kim 1
Yoonseo Choi 1
Jongeun Lee 1
Najm Rmaileh 1
Yazhuo Dong 1
Hongjian Li 1
Mingzhou Zhou 1
Bo Wu 1
Hao Zhou 1
Libo Huang 1
Jungho Ahn 1
Ricardo Nobre 1
Jinho Suh 1
Chiehting Huang 1
Vineeth Mekkat 1
Ahmad Zmily 1
Subhasis Das 1
Lizhong Chen 1
Woojin Choi 1
Donatella Sciuto 1
Yeoul Na 1
Marc Casas 1
Eduard Ayguadé 1
Saugata Ghose 1
Cosmin Oancea 1
Jerome Martin 1
Gianluca Palermo 1
Gilles Duboscq 1
Tao Zhang 1
Matthew Poremba 1
Chunghsiang Lin 1
Abbas Rahimi 1
Dave Herman 1
Jianhua Sun 1
Jisheng Zhao 1
Pen Yew 1
Germán Rodríguez 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
Ali Bakhoda 1
Hiroshi Inoue 1
Toshio Nakatani 1
Avinash Malik 1
Eran Shifer 1
Jinbo Xu 1
Jie Zhou 1
Gert Van Den Braak 1
Zhenlin Wang 1
Mihail Popov 1
Beayna Grigorian 1
William Jalby 1
Naghmeh Karimi 1
Ozgur Sinanoglu 1
Rongguey Chang 1
Hui Feng 1
Jaydeep Marathe 1
Barry Rountree 1
Tzongyen Lin 1
Dee Weikle 1
Xiaodong Li 1
George Matheou 1
Simon Moll 1
Russell Tessier 1
Rakesh Komuravelli 1
Hongyi Xin 1
Ely Levy 1
Zhenman Fang 1
Binyu Zang 1
Fabio Luporini 1
Ana Varbanescu 1
Florian Rathgeber 1
Roy Campbell 1
Zia Huda 1
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
Douglas Jones 1
Kyuseung Han 1
Christopher Hughes 1
Yujung Cheng 1
Ying Zhang 1
Xudong Fang 1
Qiong Cai 1
Wei Lin 1
Soojung Ryu 1
Daniel Sorin 1
Fuxin Zhang 1
Yu Chen 1
Óscar Plata 1
Filippo Sironi 1
Madhu Mutyam 1
Ravi Kasha 1
Christopher Healy 1
George Reis 1
Rich Caruana 1
Wilson Fung 1
Zhichao Yan 1
Yujuan Tan 1
Doris Chen 1
Edmund Lai 1
Radu Teodorescu 1
Jan Martinsen 1
Anders Isberg 1
Martin Kong 1
Ramaswamy Govindarajan 1
Enrique Vallejo 1
Wei Tong 1
Helge Bahmann 1
Nico Reissmann 1
Dominik Grewe 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
Nitya Ranganathan 1
Doug Burger 1
Charles Moore 1
Hungwei Tseng 1
Alvin Lebeck 1
Thomas Puzak 1
Allan Hartstein 1
Karin Strauss 1
Yu Bai 1
Philo Juang 1
George Athanasiou 1
Lixin Zhang 1
Qin Zhao 1
Ioana Cutcutache 1
Kornilios Kourtis 1
Georgios Goumas 1
Sangyeun Cho 1
Ahmad Samih 1
Arun Raghavan 1
José GonzáLez 1
Jialin Dou 1
Sandeep Gupta 1
Fred Bower 1
Thomas Wild 1
Joshua Fryman 1
Marek Chrobak 1
Panagiotis Dagritzikos 1
Albert Cohen 1
Kevin Williams 1
Marco Gerards 1
Thibaut Lutz 1
Leonel Sousa 1
Stefano Crespi Reghizzi 1
Jongwon Lee 1
Puneet Gupta 1
Shankar Balachandran 1
Jishen Zhao 1
Darío Gracia 1
Alexandra Ferrerón 1
Luis Campo 1
Theo Kluter 1
Jianguo Yao 1
Wei Zhang 1
Kevin Stock 1
Ponuswamy Sadayappan 1
Sven Reinemo 1
Lois Orosa 1
Hassan Artail 1
Mariette Awad 1
Zhenhao Pan 1
Arnaud Grasset 1
Felipe Cabarcas 1
Carlos Villavieja 1
Milan Pavlovic 1
Yoav Etsion 1
Selma Saidi 1
Thierry Lepley 1
Fabian Nowak 1
Qingping Wang 1
Per Stenström 1
Rubén Gran 1
Wayne Burleson 1
Ali Bayrak 1
Nikola Velickovic 1
Fei Wu 1
Deke Guo 1
Fangyuan Chen 1
Pin Zhou 1
Zhi Guo 1
David Albonesi 1
Chiachen Chou 1
Thomas Carle 1
Kenneth Russell 1
Paolo Prinetto 1
Venkata Tavva 1
Rakesh Kumar 1
Thomas Conte 1
Richard Strong 1
Martin Schulz 1
Ioannis Doudalis 1
Ivan Sham 1
Jinseong Jeon 1
Brian Fields 1
Kristof Du Bois 1
Huimin Cui 1
Albert Cohen 1
Mark Purcell 1
Jimmy Cleary 1
Suresh Purini 1
Pablo Abad 1
Fabien Coelho 1
Chun Chen 1
Murray Cole 1
Mick Jordan 1
Servesh Muralidharan 1
Bin Ren 1
Bartosz Bogdański 1
Ernst Gran 1
John Demme 1
Simha Sethumadhavan 1
Jason McCandless 1
Jinquan Dai 1
Yunhong Jiang 1
Pritpal Ahuja 1
Evgeny Bolotin 1
Petar Radojković 1
Niket Choudhary 1
Oded Maler 1
Rainer Buchty 1
Kelly Livingston 1
Javier Lira 1
Ting Cao 1
Nisheeth Shrivastava 1
Christian Häubl 1
Georgios Tournavitis 1
Lei Liu 1
Mingyu Chen 1
Preeti Panda 1
Huahan Zhang 1
Zehan Cui 1
Wei Zhang 1
Yuan Ruan 1
Dingyong Hong 1
Tomi Aijo 1
Mohammad Arjomand 1
Shuming Chen 1
Carlo Sicignano 1
Seonwook Kim 1
Smruti Sarangi 1
Li Tan 1
Dimitrios Chasapis 1
Jesús Labarta 1
Francisco Gaspar 1
Guoqiang Xiao 1
Maj Nordfang 1
Henri Charles 1
Hsiangyun Cheng 1
Robin Paul 1
Irshad Pananilath 1
Bharath Swamy 1
Rajesh Gupta 1
Bogdan Prisacari 1
Torsten Hoefler 1
Chengzhong Xu 1
Thejas Ramashekar 1
Srdjan Stipić 1
Mahesh Ravishankar 1
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Samantika Subramaniam 1
Xiaolin Wang 1
V Nandivada 1
Nong Xiao 1
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Michael Huang 1
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Clemens Hammacher 1
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Mert Dikmen 1
Guangyu Sun 1
Heikki Kultala 1
Hamid Sarbazi-Azad 1
Y Srikant 1
William Dally 1
Ehsan Ardestani 1
Zizhong Chen 1
Andreas Panteli 1
Fritz Henglein 1
Kévin Marquet 1
Wenhao Jia 1
Kelly Shaw 1
Thomas Würthinger 1
Eric Hein 1
Jack Sampson 1
Vinay Gangadhar 1
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Ehsan Totoni 1
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Ioannis Sourdis 1
Sergei Dyshel 1
Marcel Zalmanovici 1
Zhao Zhang 1
Yongwen Wang 1
Zheng Wang 1
Yaoqing Gao 1
Sang Do 1
Sehoon Lim 1
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Luiz Martins 1
Michael Boyer 1
Jason Villarreal 1
Fang Liu 1
Jiang Zheng 1
Madhavi Valluri 1
Ritu Gupta 1
Sriraman Tallam 1
Håkan Grahn 1
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Michael Kozuch 1
Jan Meyer 1
Gheorghe Bercea 1
Adam Jundt 1
Kypros Constantinides 1
Eric Debes 1
Yenkuang Chen 1
Naser Sedaghati 1
Nicolas Melot 1
Chingtsun Chou 1
Samihan Yedkar 1
Andreas Moshovos 1
Hong Trinh 1
Chingchi Chi 1
Felix Wolf 1
Manuel Hohenauer 1
Felix Engel 1
Rainer Leupers 1
Lukasz Strozek 1
Gary Tyson 1
Hongbo Rong 1
Ramaswamy Govindarajan 1
Pedro López 1
Nianfeng Tzeng 1
Huimin Cui 1
Jaehyuk Huh 1
Ramadass Nagarajan 1
Ravi Rajwar 1
Lawrence Rauchwerger 1
Xiangyu Zhang 1
Dmitry Ponomarev 1
Zhigang Hu 1
Phil Diodato 1
Josep Codina 1
Chao Wang 1
Wei Hu 1
Tienfu Chen 1
Ajay Joshi 1
Ian Rogers 1
Derek Pao 1
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Gen Li 1
Bin Liu 1
Wolfram Amme 1
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Stefan Wallentowitz 1
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Efraim Rotem 1
David Padua 1
Patrick Eitschberger 1
Gabriel Rodríguez 1
Juan Touriño 1
Cristóbal Camarero 1
Ramón Beivide 1
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Amnon Barak 1
Tal Ben-Nun 1
Magnus Jahre 1
J Ramanujam 1
Ananta Tiwari 1
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Valeria Bertacco 1
Salvador Petit 1
Bin Li 1
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Kiyoung Choi 1
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YenMing Chen 1
Hyunjin Lee 1
Anil Krishna 1
Robert Bell 1
R Rakvic 1
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Andreas Lankes 1
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Donghyuk Woo 1
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Affiliation Paper Counts
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
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Google Switzerland GmbH 1
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Intel Technology India Pvt Ltd. 1
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VMware, Inc 1
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Iranian Research Institute for Fundamental Sciences 1
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Cray Inc. 1
LSI Corporation 1
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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
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Pacific Northwest National Laboratory 1
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University of Missouri System 1
Swiss Federal Institute of Technology, Zurich 1
LG 1
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NXP Semiconductors 1
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Universite de Rennes 1 1
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International Institute of Information Technology Hyderabad 2
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Korea University 2
Bogazici University 2
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Commissariat a L'Energie Atomique CEA 2
Altera Corporation 2
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Samsung Group 2
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STMicroelectronics 2
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Verimag 2
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ARM Ltd. 2
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INRIA Saclay 2
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Google Inc. 3
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Thales 3
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Microsoft 3
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IBM Zurich Research Laboratory 3
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Rutgers, The State University of New Jersey 3
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Simula Research Laboratory 4
Universidad de Malaga 4
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Hebrew University of Jerusalem 4
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CSIC - Instituto de Investigacion en Inteligencia Artificial 4
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Microsoft Research 4
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Karlsruhe Institute of Technology 4
Duke University 5
Tampere University of Technology 5
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Imperial College London 5
IBM Thomas J. Watson Research Center 5
NEC Laboratories America, Inc. 5
Technical University of Crete 5
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University of Southern California 5
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TOBB University of Economics and Technology 5
Korea Advanced Institute of Science & Technology 5
Indian Institute of Technology, Delhi 5
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Rice University 6
Delft University of Technology 6
Universidad Politecnica de Valencia 6
National Chiao Tung University Taiwan 6
University of Cantabria 6
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University of Twente 7
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IBM 7
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Indian Institute of Technology, Madras 7
Swiss Federal Institute of Technology, Lausanne 7
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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
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INRIA Institut National de Rechereche en Informatique et en Automatique 10
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Tsinghua University 10
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University Michigan Ann Arbor 12
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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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