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ACM Transactions on

Storage (TOS)

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Latest Articles

Fast Miss Ratio Curve Modeling for Storage Cache

A Low-cost Disk Solution Enabling LSM-tree to Achieve High Performance for Mixed Read/Write Workloads

Characterizing 3D Floating Gate NAND Flash: Observations, Analyses, and Implications

OrcFS: Orchestrated File System for Flash Storage

Challenges and Solutions for Tracing Storage Systems: A Case Study with Spectrum Scale

NEWS

  • TOS EiC Professor Sam H. Noh of UNIST named as ACM Distinguished Member
    A complete list of 2017 ACM Distinguished Members can be found here.

  • CFP - Special Issue on NVM and Storage (in detail)

  • TOS Editor-in-Chief featured in "People of ACM"
    Sam H. Noh is Editor-in-Chief of ACM Transactions on Storage (TOS) - featured in the periodic series "People of ACM", full article available here
    November 01, 2016
     

  • ACM Transaction on Storage (TOS) welcomes Sam H. Noh as its new Editor-in-Chief for a 3-year term, effective August 1, 2016.
    Sam H. Noh is a professor and Head of the School of the Electrical and Computer Engineering School at UNIST (Ulsan National Institute of Science and Technology) in Ulsan, Korea and a leader in the use of new memory technology such as flash memory and non-volatile memory in storage.
    - August 01, 2016

Forthcoming Articles
Cluster and Single-Node Analysis of Long-Term Deduplication Patterns

Deduplication is essential in disk-based backup systems, but there are few long-term studies of backup workloads. Past studies either were of a small static snapshot or covered only a short periods of time. We collected 21 months of data from a shared user file system (33 users and over 4,000 snapshots). We analyzed the data set, examining a variety of essential characteristics across two dimensions: single-node deduplication and cluster deduplication. For single-node analysis, our focus was individual-user data. Despite apparently similar roles among our users, we found significant differences in their deduplication ratios; and we found high deduplication ration among some users. For cluster deduplication analysis, we implemented seven published data-routing algorithms and created a detailed comparison of their performance with respect to deduplication ratio, load distribution, and communication overhead. We found that per-file routing achieves a higher deduplication ratio than routing by super-chunk, but it also leads to high data imbalance across nodes. We found that large chunking sizes are better for cluster deduplication, as they reduce data-routing overhead, while their impact on deduplication ratios was small. We draw interesting conclusions from both single-node and cluster deduplication analysis, and make recommendations for future deduplication systems design.

DIDACache: An Integration of Device and Application for Flash-based Key-value Caching

In this paper, we advocate to reconsider the cache system design and directly open device-level details of the underlying flash storage for key-value caching. We propose an enhanced flash-aware key-value cache manager, which consists a novel unified address mapping module, an integrated garbage collection policy, a dynamic over-provisioning space management, and a customized wear-leveling policy, to directly drive the flash management. A thin intermediate library layer which provides a slab-based abstraction of low-level flash memory space and an API interface for directly and easily operating flash devices. A special flash memory SSD hardware that exposes flash physical details is adopted to store key-value items. This co-design approach bridges the semantic gap and well connects the two layers together, which allows us to leverage both the domain knowledge of key-value caches and the unique device properties. In this way, we can maximize the efficiency of key-value caching on flash devices while minimizing its weakness. We implemented a prototype, called DIDACache, based on the Open-Channel SSD platform. Our experiments on real hardware show that we can significantly increase the throughput by 35.5%, reduce the latency by 23.6%, and remove unnecessary erase operations by 28%.

Empirical Evaluation and Enhancement of Enterprise Storage System Request Scheduling

Since little has been reported in the literature concerning enterprise storage system file-level request scheduling, we have minimal knowledge about how various scheduling factors affect performance. Moreover, we are in lack of a good understanding on how to enhance request scheduling to adapt to the changing characteristics of workloads and hardware resources. To answer these questions, we first build a request scheduler prototype based on WAFL, a mainstream enterprise file system running on numerous enterprise storage systems world-wide. Next, we use the prototype to quantitatively measure the impact of various scheduling configurations on performance on a NetApp's enterprise-class storage system. Several observations have been made. For example, we discover that in order to improve performance the priority of write requests and non-preempted restarted requests should be boosted in some workloads. Inspired by these observations, we further propose two scheduling enhancement heuristics called SORD (size-oriented request dispatching) and QATS (queue-depth aware time slicing). Finally, we evaluate them by conducting a wide range of experiments using workloads generated by SPC-1 and SFS2014 on both HDD-based and all- ash platforms. Experimental results show that the combination of the two noticeably reduces request latency under some workloads.

Write Energy Reduction for PCM via Pumping Efficiency Improvement

The emerging Phase Change Memory (PCM) is considered as a promising candidate to replace DRAM as the next generation main memory since it has better scalability and lower leakage power. However, the high write power consumption has become a main challenge in adopting PCM as main memory. In addition to the fact that writing to PCM cells requires high write current and voltage, current loss in the charge pumps (CPs) also contributes a large percentage of the high power consumption. The pumping efficiency of a PCM chip is a concave function of the write current. Based on the characteristics of the concave function, the overall pumping efficiency can be improved if the write current is uniform. In this paper, we propose the peak-to-average (PTA) write scheme, which smooths the write current fluctuation by regrouping write units. Specifically, we calculate the current requirements for each write unit by their values when they are evicted from the last level cache. When the write units are waiting in the memory controller, we regroup the write units by two efficient online algorithms to reach the current-uniform goal. Experimental results show that LLC-Assistance PTA achieved 9.7\% of overall energy saving compared to the baseline.

Bibliometrics

Publication Years 2005-2018
Publication Count 261
Citation Count 1717
Available for Download 261
Downloads (6 weeks) 1903
Downloads (12 Months) 15403
Downloads (cumulative) 156256
Average downloads per article 599
Average citations per article 7
First Name Last Name Award
Sarita Adve ACM Fellows (2010)
Emery David Berger ACM Senior Member (2010)
Surendar Chandra ACM Senior Member (2009)
Alok Choudhary ACM Fellows (2009)
Deborah Estrin ACM Athena Lecturer Award (2006)
ACM Fellows (2000)
Jason Flinn ACM Fellows (2016)
Armando Fox ACM Karl V. Karlstrom Outstanding Educator Award (2015)
ACM Distinguished Member (2011)
ACM Senior Member (2009)
Gregory Ganger ACM Distinguished Member (2007)
Garth A Gibson ACM Fellows (2012)
ACM Doctoral Dissertation Award
Series Winner (1991)
Ramesh Govindan ACM Fellows (2011)
Haryadi S Gunawi ACM Doctoral Dissertation Award
Honorable Mention (2009) ACM Doctoral Dissertation Award
Honorable Mention (2009)
Ragib Hasan ACM Senior Member (2015)
John Heidemann ACM Senior Member (2007)
Tei-Wei Kuo ACM Fellows (2015)
Alptekin Küpçü ACM Senior Member (2018)
Kai Li ACM Fellows (1998)
Ming Li ACM Fellows (2006)
Dahlia Malkhi ACM Fellows (2011)
Ethan L Miller ACM Distinguished Member (2013)
SAM H. NOH ACM Distinguished Member (2017)
Walid Najjar ACM Distinguished Member (2015)
ACM Senior Member (2014)
Michael Reiter ACM Fellows (2008)
Stefan Savage ACM Prize in Computing (2015)
ACM Fellows (2010)
Assaf Schuster ACM Fellows (2015)
Steven Scott ACM Fellows (2012)
Kenneth C Sevcik ACM Fellows (1997)
Anand Sivasubramaniam ACM Fellows (2017)
ACM Distinguished Member (2010)
ACM Senior Member (2009)
Chandramohan A Thekkath ACM Fellows (2009)
Gene Tsudik ACM Fellows (2014)
ACM Senior Member (2013)
Amin Vahdat ACM Fellows (2011)
Geoffrey M Voelker ACM Fellows (2017)
David Wagner ACM Doctoral Dissertation Award
Honorable Mention (2001) ACM Doctoral Dissertation Award
Honorable Mention (2001)
Randy Wang ACM Eugene L. Lawler Award for Humanitarian Contributions within Computer Science and Informatics (2007)
Marianne Winslett ACM Fellows (2006)
Tao Xie ACM Distinguished Member (2015)
ACM Senior Member (2011)
Philip S Yu ACM Fellows (1997)
Demetris Zeinalipour ACM Senior Member (2016)
Yuanyuan Zhou ACM Fellows (2013)
ACM Distinguished Member (2011)
Roger Zimmermann ACM Distinguished Member (2017)

First Name Last Name Paper Counts
Andrea Arpaci-Dusseau 12
Dan Feng 8
Remzi Arpaci-Dusseau 8
Erez Zadok 7
Teiwei Kuo 7
Youjip Won 6
Ethan Miller 6
Hyokyung Bahn 5
Geoff Kuenning 5
Qingsong Wei 5
Weimin Zheng 5
Hong Jiang 5
Bianca Schroeder 5
Changsheng XIE 5
Jiwu Shu 5
Cheng Chen 5
Yuanhao Chang 4
Stergios Anastasiadis 4
Remzi Arpaci-Dusseau 4
Raju Rangaswami 4
Feng Chen 4
Randal Burns 4
Patrick Lee 4
Narasimha Reddy 4
Xubin He 4
Ilias Iliadis 4
Heonyoung Yeom 4
Xiao Qin 4
Charles Wright 4
An Wang 3
Lipin Chang 3
Samhyuk Noh 3
Mingdi Xue 3
Yuanyuan Zhou 3
Jianxi Chen 3
Peter Desnoyers 3
Jun Yang 3
Binbing Hou 3
André Brinkmann 3
Swaminathan Sundararaman 3
Nitin Agrawal 3
Ohad Rodeh 3
Hyeonsang Eom 3
Lidong Zhou 3
Bo Mao 3
Eunji Lee 3
Youngjin Yu 3
Vijayan Prabhakaran 3
James Cipar 3
Guangyan Zhang 3
Song Jiang 3
Jenwei Hsieh 3
Lanyue Lu 3
Suzhen Wu 3
Darrell Long 3
Fred Douglis 3
Zhenmin Li 2
John MacCormick 2
Grant Wallace 2
Philip Shilane 2
Ramnatthan Alagappan 2
Kyuho Park 2
Andromachi Hatzieleftheriou 2
Ming Chen 2
Sriram Subramanian 2
Leif Walsh 2
Martín Farach-Colton 2
Prashant Pandey 2
Dongin Shin 2
Vinodh Venkatesan 2
Lei Tian 2
Gregory Ganger 2
Jun Yuan 2
Gala Yadgar 2
Roger Zimmermann 2
Qing Liu 2
Tao Xie 2
Mahesh Balakrishnan 2
Erik Riedel 2
Ahmed Amer 2
Abutalib Aghayev 2
Michael Bender 2
Taeho Hwang 2
Jaemin Jung 2
Yuchong Hu 2
Jeffrey Chase 2
Fei Wu 2
Ping Huang 2
Eno Thereska 2
Scott Brandt 2
Wei Xue 2
Kiran Muniswamy-Reddy 2
Bradley Kuszmaul 2
Chundong Wang 2
Evangelos Eleftheriou 2
Xiaoyu Hu 2
Dan Feng 2
Nikolai Joukov 2
Chinhsien Wu 2
Mansour Shafaei 2
Yang Zhan 2
Tsengyi Chen 2
Mark Storer 2
Kaladhar Voruganti 2
Ashvin Goel 2
Shu Yin 2
Michael Swift 2
Gopalan Sivathanu 2
Alma Riska 2
Mahmut Kandemir 2
Arkady Kanevsky 2
Rob Johnson 2
Donald Porter 2
Hsinwen Wei 2
Thanumalayan Pillai 2
Zhan Shi 2
Daniel Fryer 2
Angela Brown 2
Jayanta Basak 2
Jiguang Wan 2
Mario Blaum 2
Adam Manzanares 2
William Bolosky 2
Bo Hong 2
Gene Tsudik 2
Anand Sivasubramaniam 2
Yuehai Xu 2
Xiaoning Ding 2
Darrell Long 2
Youyou Lu 2
Chris Dragga 2
Thomas Schwarz 2
Sudhanva Gurumurthi 2
Ali Tosun 2
Xiaojun Ruan 2
Jongmin Gim 2
Peter Reiher 2
Eitan Bachmat 2
William Jannen 2
Amogh Akshintala 2
Leo Arulraj 1
Einar Mykletun 1
Weikeng Liao 1
Deepak Bobbarjung 1
Josef Bacik 1
Walid Najjar 1
Radu Sion 1
Lars Nagel 1
Ao Ma 1
Mark Chamness 1
Seokhei Cho 1
Sooyong Kang 1
Pieter Hartel 1
Lior Gilon 1
Assaf Schuster 1
Youmin Chen 1
Lei Han 1
Duo Liu 1
H Huang 1
Yuanhao Chang 1
Weikuan Shih 1
Yuming Chang 1
John Heidemann 1
Xiaodong Li 1
Lingfang Zeng 1
Chandramohan Thekkath 1
Philip YU 1
Kirsten Hildrum 1
Seonho Kim 1
Ron Arnan 1
Henry Nelson 1
Zhaoguo Wang 1
Haibing Guan 1
Binyu Zang 1
Carl Waldspurger 1
Haryadi Gunawi 1
Venugopalan Ramasubramanian 1
Jin Li 1
Jingui Wang 1
Junjie Ren 1
Veljko Milutinović 1
Kanchi Gopinath 1
Zhen Huang 1
Xiao Qin 1
Nguyen Tran 1
Frank Chiang 1
Yulai Xie 1
David Wagner 1
Dilma Silva 1
Lakshmi Bairavasundaram 1
Kimberly Keeton 1
Kaushik Veeraraghavan 1
Phillipa Gill 1
Ricardo Koller 1
Haifeng Yu 1
Windsor Hsu 1
Hyojun Kim 1
Robert Hall 1
Adilet Kachkeev 1
Samuel Braunfeld 1
Alptekin Küpçü 1
Öznur Özkasap 1
James Plank 1
Tao Xie 1
Tianyu Wo 1
Ting Yao 1
David Du 1
Sanghoon Kim 1
Tudor Marian 1
Kaiwei Li 1
Asim Kadav 1
Xiaosong Ma 1
Stephen Scott 1
Hyungkyu Chang 1
Sukwoo Kang 1
Sheng Qiu 1
Christina Strong 1
Soyoon Lee 1
Krishna Kant 1
Tsansheng Hsu 1
Weikuan Shih 1
Eitan Yaakobi 1
Sanjeev Trika 1
Debra Hensgen 1
Yu Wang 1
Pochun Huang 1
Picheng Hsiu 1
Rohit Jain 1
Joel Wolf 1
Dan Dobre 1
Vijay Chidambaram 1
Michaelhao Tong 1
Phung Huynh 1
Junfeng Yang 1
Aichun Pang 1
Hyunjin Choi 1
Jaewoo Choi 1
Ningfang Mi 1
Vagelis Hristidis 1
Cheng Huang 1
Gaewon You 1
Xiaoguang Liu 1
Jaka Sodnik 1
Jasna Milovanovic 1
Sara Stancin 1
Ernst Biersack 1
Kevin Harms 1
William Allcock 1
Yubiao Pan 1
Jianzhong Huang 1
Jinyang Li 1
Jiwu Shu 1
Weihang Jiang 1
Vasily Tarasov 1
Changxun Wu 1
Edmund Nightingale 1
Amin Vahdat 1
Mark Huang 1
Clement Dickey 1
Jibin Wang 1
Sungjin Lee 1
Chunming Hu 1
Chanhyun Youn 1
Chuan Qin 1
Jinhyuk Lee 1
Jinsoo Kim 1
Jiyong Shin 1
Zehao Zhang 1
Yang Wang 1
Lee Ward 1
Fan Yang 1
Weishinn Ku 1
Jianhong Lin 1
Dahlia Malkhi 1
Jonathan Strickland 1
Junseok Shim 1
Gokhan Memik 1
Cezary Dubnicki 1
Kei Davis 1
Stephanie Jones 1
Ragib Hasan 1
Michael Vrable 1
Geoffrey Voelker 1
Douglas Santry 1
David Holland 1
Alexandros Batsakis 1
Gerardo Pelosi 1
Sungroh Yoon 1
Fabio Margaglia 1
Nachum Bundak 1
Avishay Traeger 1
Sibo Wang 1
Xiaokui Xiao 1
Yechao Yang 1
Geming Chiu 1
Ian Adams 1
Chunghsien Wu 1
Sugata Ghosal 1
Kristof Roomp 1
Lisa Fleischer 1
Hong Zhu 1
Ruben Michel 1
Dean Hildebrand 1
Wonil Choi 1
Aishwarya Ganesan 1
Ajay Dholakia 1
Zoran Dimitrijević 1
Klaus Schauser 1
Nick Murphy 1
Dongin Shin 1
Evgenia Smirni 1
Chunho Ng 1
Zhonghong Ou 1
Rebecca Stones 1
Yungfeng Lu 1
Sašo Tomažič 1
Randolph Wang 1
Philip Carns 1
Charles Bacon 1
Runhui Li 1
Sriram Sankar 1
Keqin Li 1
Alysson Bessani 1
Miguel Correia 1
Dan Tsafrir 1
Chongfeng Hu 1
Austin Donnelly 1
Lars Bongo 1
Jin Qian 1
Michael Kozuch 1
Hong Jiang 1
Ao Ma 1
Yue Yang 1
Sangwhan Moon 1
Dongkun Shin 1
Youngjin Kim 1
Yuchong Hu 1
Alireza Haghdoost 1
Yao Sun 1
Yangwook Kang 1
Tom Friedetzky 1
Toni Cortes 1
Anthony Skjellum 1
Enhong Chen 1
Zhichao Li 1
Rakesh Iyer 1
Satoshi Sugahara 1
Jian Zhang 1
Suresh Jagannathan 1
Dimitrios Gunopulos 1
Matthias Grawinkel 1
Yizheng Jiao 1
Sara Foresti 1
Pierangela Samarati 1
Windsor Hsu 1
Jongmoo Choi 1
Mohammed Khatib 1
Hyungjong Shin 1
Nir Yakovi 1
Jeanna Matthews 1
Lingkun Wu 1
Jiaxin Ou 1
Kang Chen 1
Yongwei Wu 1
Beomseok Nam 1
Wookhee Kim 1
Yuliang Sun 1
Sarita Adve 1
Michail Flouris 1
Chengkang Hsieh 1
Akshay Katta 1
Michael Stumm 1
David Quigley 1
Puja Gupta 1
Farhaan Jalia 1
Shaun Benjamin 1
Cheng Li 1
Mingzhe Hao 1
Rohit Singh 1
Travis Grusecki 1
John Shalf 1
Ellis Wilson 1
Dinh Tran 1
Ming Li 1
Lei Tian 1
Jon Elerath 1
Jiri Schindler 1
Gyudong Shim 1
Youngwoo Park 1
Qiang Cao 1
Min Xu 1
Navendu Jain 1
Seungwon Hwang 1
Ren Wang 1
Slavisa Sarafijanovic 1
Julie Kim 1
Andrej Kos 1
Kai Li 1
Lawrence You 1
Zachary Peterson 1
Samuel Lang 1
Mark Shaw 1
Xianghong Luo 1
Yan Li 1
Hyungju Cho 1
Taesun Chung 1
Mary Baker 1
Abhishek Rajimwale 1
Priya Sehgal 1
Kai Li 1
Joseph Murray 1
Armando Fox 1
Andrew Huang 1
Rahat Mahmood 1
Lawrence Chiu 1
Lianghong Xu 1
Shan Lu 1
Jianwen Zhu 1
Benlong Zhang 1
Jinpeng Huai 1
Shigui Qi 1
Sangsoo Park 1
Jingwei Li 1
Greg O'Shea 1
Pooja Deo 1
Ming Wu 1
Matthew Curry 1
Wenguang Chen 1
Mohammed Alghamdi 1
Maithili Narasimha 1
Yang Wang 1
Vincent Freeh 1
Nandan Tammineedi 1
Chris Mason 1
Long Sun 1
Marianne Winslett 1
James Lentini 1
Guanlin Lu 1
Kuoyi Huang 1
Tsungtai Yeh 1
Eunki Kim 1
Rick Coulson 1
Zhaoyan Shen 1
Tao Li 1
Jinglei Ren 1
Angelos Bilas 1
Kevin Bowers 1
Ben Eckart 1
Sajib Kundu 1
Guanying Wu 1
Christos Karamanolis 1
Magnus Karlsson 1
Harikesavan Krishnan 1
Haibo Chen 1
Heng Zhang 1
Mingkai Dong 1
Myoungsoo Jung 1
Yihua Zhang 1
Edward Chang 1
Michael Mesnier 1
Jian Zhou 1
Anxiao(Andrew) Jiang 1
Nitin Garg 1
Yuxing Peng 1
Robert Latham 1
Robert Ross 1
John Lui 1
Xuechen Zhang 1
Garth Gibson 1
Bruno Quaresma 1
Dushyanth Narayanan 1
Jason Flinn 1
Mathew Oldham 1
Jacob Lorch 1
Garth Gibson 1
Emery Berger 1
TingHao Cheng 1
Alexey Tumanov 1
Jack Sun 1
Ertem Esiner 1
Christopher Meyers 1
Rubao Lee 1
Wei Wang 1
Dongjin Kim 1
Qingyue Liu 1
Weiping He 1
Roy Friedman 1
Ning Li 1
Hakim Weatherspoon 1
Ioan Stefanovici 1
Hariharan Gopalakrishnan 1
Zardosht Kasheff 1
Alexander Thomasian 1
Ivan Popov 1
Zhiwei Sun 1
Ji Zhang 1
Masaaki Tanaka 1
Ying Lin 1
Tyler Simon 1
Jaemin Ryu 1
Yongdai Kim 1
Gerald Popek 1
Demetrios Zeinalipour-Yazti 1
Song Lin 1
Assaf Natanzon 1
Xiaojian Wu 1
Rachel Traylor 1
Surendar Chandra 1
John Garrison 1
Byeonggil Jeon 1
Knut Grimsrud 1
Shuohan Chen 1
Mengxing Liu 1
Jihye Seo 1
Jinwoong Kim 1
Deborah Estrin 1
Thanos Makatos 1
Kaushik Dutta 1
Xiaoyun Zhu 1
Jay Dave 1
Tianfeng Jiao 1
Paolo Viotti 1
Shiqin Yan 1
Andrew Chien 1
Sai Huang 1
Avani Wildani 1
Yongchiang Tay 1
David Essary 1
Seungho Lim 1
Bradley Vander Zanden 1
Minghua Chen 1
Min Fu 1
You Zhou 1
Jingwei Ma 1
Gang Wang 1
Zhifeng Chen 1
Michael Abd-El-Malek 1
Michael Reiter 1
Garth Goodson 1
William Josephson 1
Sotirios Damouras 1
James Megquier 1
Brian Noble 1
Luis Bathen 1
Binny Gill 1
Aydan Yumerefendi 1
Kuei Sun 1
Hyojun Kim 1
Cristian Ungureanu 1
Nitin Gupta 1
João Paulo 1
Kushal Wadhwani 1
Abhinav Sharma 1
P Nagesh 1
Peter Varman 1
Pan Zhou 1
Ben Manes 1
Alberto Miranda 1
Sascha Effert 1
Mohit Saxena 1
Youshan Miao 1
Vana Kalogeraki 1
Rekha Pitchumani 1
Thomas Talpey 1
Ankur Mittal 1
Phaneendra Reddy 1
Stefano Paraboschi 1
Di Ma 1
Haim Helman 1
David Chambliss 1
Alexander Yucovich 1
Huazhong Yang 1
Deepak Ganesan 1
Ramesh Govindan 1
Yannis Klonatos 1
Manolis Marazakis 1
Lihao Xu 1
Jianqiang Luo 1
Alina Oprea 1
Marcus Jager 1
Ryan Peterson 1
Kenneth Sevcik 1
Feng Wang 1
Mohammad Zubair 1
Marko Vukolić 1
Yubin Xia 1
Ram Kesavan 1
Shuwen Gao 1
David Donofrio 1
KK Rao 1
Anthony Tung 1
Richard Spillane 1
Chihyuan Huang 1
Yinjin Fu 1
Hong Jiang 1
Qin Xin 1
James Plank 1
Peter Trifonov 1
Yusik Kim 1
PingYi Hsu 1
Arvind Krishnamurthy 1
Muthian Sivathanu 1
Sumeet Sobti 1
Junwen Lai 1
Yinlong Xu 1
Qian Chang 1
Fenghao Zhang 1
Nihat Altiparmak 1
Kushagra Vaid 1
Sejin Kwon 1
Tomer Hertz 1
David Flynn 1
Elie Krevat 1
Mike Qin 1
Kahwai Lee 1
Sarah Diesburg 1
Naeyoung Song 1
Yongseok Son 1
Junyao Li 1
Jihong Kim 1
Kyuho Park 1
Xiaoyang Zhang 1
Roman Shor 1
Jerry Fredin 1
Jingning Liu 1
Lingfang Zeng 1
Kenneth Kent 1
Wentao Han 1
Amanpreet Mukker 1
Xunfei Jiang 1
Yupu Zhang 1
Dutch Meyer 1
Sudharshan Vazhkudai 1
Qian Wang 1
Alok Choudhary 1
Mais Nijim 1
Stefan Savage 1
John Esmet 1
Sabrina Vimercati 1
Darren Sawyer 1
Changhyun Park 1
Jaehyuk Cha 1
Yue Li 1
Zili Shao 1
Mingxing Zhang 1
Xuehai Qian 1
Chienchung Ho 1
Ben Greenstein 1
Beomjoo Seo 1
Akshat Verma 1
Taokai Lam 1
Geetika Bangera 1
Huaicheng Li 1
Yuvraj Patel 1
Marina Blanton 1
Jai Menon 1
Rajiv Wickremesinghe 1
Udi Wieder 1
Qi Zhang 1
Kevin Greenan 1
Medha Bhadkamkar 1
Fernando Farfán 1
Adam Buchsbaum 1
Yankit Li 1
Jens Jelitto 1
Yuxiang Ma 1
Sunjin Lee 1
Vesna Pavlović 1
Jehoshua Bruck 1
Hyeongseog Kim 1
Kristal Pollack 1
Feng Zheng 1
Liping Xiang 1
Matthew Wachs 1
Karan Sanghi 1
Fernando André 1
Paulo Sousa 1
Antony Rowstron 1
Gordon Hughes 1
Daniel Ellard 1
John Douceur 1
Charles Weddle 1
Nitin Agrawal 1
Mark Corner 1
Sangeetha Seshadri 1
Mingqiang Li 1
Mark Stanovich 1
Xiaolan Chen 1
José Pereira 1
Hyuck Han 1
Marshall McKusick 1
Peng Xu 1
Ye Zhai 1
Junbin Kang 1
Aleatha Parker-Wood 1
Mohammad Hajkazemi 1
Xiaolu Li 1
Mi Zhang 1
Gil Einziger 1
Nan Su 1
Linjun Mei 1
Yongsoo Joo 1
Kanchan Chandnani 1
Robert Haas 1

Affiliation Paper Counts
Dankook University 1
George Washington University 1
Chungbuk National University 1
University of Bergamo 1
University of Electronic Science and Technology of China 1
Nanyang Technological University 1
Dongduk Women's University 1
Los Alamos National Laboratory 1
Kookmin University 1
Universitat Politecnica de Catalunya 1
National Chung Cheng University 1
Harvard University 1
The University of British Columbia 1
Apple Computer 1
Dartmouth College 1
Qualcomm Incorporated 1
University of Texas at Austin 1
University of Florida 1
Earlham College 1
Indian Institute of Science, Bangalore 1
AT&T Inc. 1
Sun Microsystems 1
Imperial College London 1
University of Southern California, Information Sciences Institute 1
University of Denver 1
University of Washington, Seattle 1
The University of Tennessee System 1
Yonsei University 1
Beijing University of Posts and Telecommunications 1
University of New Brunswick 1
Peter the Great St. Petersburg Polytechnic University 1
University of Durham 1
New Jersey Institute of Technology 1
Politecnico di Milano 1
Chongqing University 1
Dickinson College, Pittsburgh 1
University of California, Berkeley 1
IBM Haifa Labs 1
Virginia Tech 1
Complutense University of Madrid 1
Oracle Corporation 1
Inha University, Incheon 1
University of California, Santa Barbara 1
University of Northern Iowa 1
University of Queensland 1
Salk Institute for Biological Studies 1
University of Cyprus 1
Macronix International Co 1
Amazon.com, Inc. 1
Symantec Corporation 1
Barcelona Supercomputing Center 1
Shenzhen Institute of Advanced Technology 1
VMware, Inc 1
Singapore University of Technology and Design 1
Al Baha University 1
IBM, Netherlands 1
National Taichung University of Science and Technology 1
Facebook, Inc. 1
NetApp, Germany 1
University of Texas at Arlington 2
Rice University 2
Lawrence Berkeley National Laboratory 2
Cornell University 2
Sandia National Laboratories, New Mexico 2
Santa Clara University 2
National Taipei University of Technology 2
Stanford University 2
University of Pittsburgh 2
The College of William and Mary 2
Hongik University 2
Tamkang University 2
University of Minho 2
University of Twente 2
IBM, USA 2
University of Notre Dame 2
University of Virginia 2
Massachusetts Institute of Technology 2
University of Tokyo 2
University of Alabama at Birmingham 2
Ben-Gurion University of the Negev 2
New Mexico Institute of Mining and Technology 2
Rutgers, The State University of New Jersey 2
Pohang University of Science and Technology 2
University of Belgrade 2
Harvard School of Engineering and Applied Sciences 2
NetApp, India 2
Virginia Commonwealth University 3
University of Texas at San Antonio 3
IBM India Research Laboratory 3
Ohio State University 3
Yale University 3
University of Minnesota System 3
Google Inc. 3
Northwestern University 3
Sungkyunkwan University 3
Duke University 3
Hong Kong Polytechnic University 3
Purdue University 3
National Chiao Tung University Taiwan 3
University of Tennessee, Knoxville 3
Oak Ridge National Laboratory 3
National University of Defense Technology China 3
University Michigan Ann Arbor 3
University of Milan 3
California Institute of Technology 3
Harvey Mudd College 4
Ewha Women's University 4
Ajou University 4
Samsung Electronics Co. Ltd. 4
North Carolina State University 4
Seagate Research 4
HP Labs 4
University of Massachusetts Amherst 4
National University of Singapore 4
National Tsing Hua University 4
San Diego State University 4
New York University 4
The University of North Carolina at Chapel Hill 4
University of California, Riverside 4
University of Ljubljana 4
Microsoft Research Asia 4
Koc University 5
NEC Laboratories America, Inc. 5
Foundation for Research and Technology-Hellas 5
University of California, Los Angeles 5
National Taiwan University of Science and Technology 5
University of Southern California 5
Temple University 5
Microsoft Research Cambridge 5
Ulsan National Institute of Science and Technology 5
Universidade de Lisboa 5
University of Ioannina 6
Johns Hopkins University 6
University of California, Irvine 6
Louisiana State University 6
Beihang University 6
Xiamen University 6
Microsoft Corporation 6
University of Chicago 6
University of California, San Diego 6
Johannes Gutenberg University Mainz 6
Korea Advanced Institute of Science & Technology 6
Pennsylvania State University 7
Academia Sinica Taiwan 7
Nankai University 7
University of Science and Technology of China 7
Shanghai Jiaotong University 7
Argonne National Laboratory 7
Northeastern University 7
EMC Corporation 7
University of Nebraska - Lincoln 8
Florida State University 8
Wayne State University 8
Princeton University 9
Intel Corporation 9
IBM Almaden Research Center 9
IBM Thomas J. Watson Research Center 10
Texas A and M University 10
Florida International University 10
Technion - Israel Institute of Technology 10
NetApp, USA 11
University of Illinois at Urbana-Champaign 12
Auburn University 12
Chinese University of Hong Kong 13
IBM Zurich Research Laboratory 14
National Taiwan University 14
Wuhan National Laboratory for Optoelectronics 16
Carnegie Mellon University 17
Hanyang University 17
Date Storage Institute, A-Star, Singapore 18
Seoul National University 21
Microsoft Research 22
University of Toronto 22
University of California, Santa Cruz 25
Tsinghua University 35
Huazhong University of Science and Technology 36
Stony Brook University 43
University of Wisconsin Madison 51

ACM Transactions on Storage (TOS)
Archive


2018
Volume 14 Issue 2, April 2018  Issue-in-Progress
Volume 14 Issue 1, April 2018 Special Issue on NVM and Storage

2017
Volume 13 Issue 4, December 2017 Special Issue on MSST 2017 and Regular Papers
Volume 13 Issue 3, October 2017 Special Issue on FAST 2017 and Regular Papers
Volume 13 Issue 2, June 2017 Special Issue on MSST 2016 and Regular Papers
Volume 13 Issue 1, March 2017 Special Issue on USENIX FAST 2016 and Regular Papers

2016
Volume 12 Issue 4, August 2016
Volume 12 Issue 3, June 2016
Volume 12 Issue 2, February 2016
Volume 12 Issue 1, February 2016 Special Issue on Massive Storage Systems and Technologies (MSST 2015)

2015
Volume 11 Issue 4, November 2015 Special Issue USENIX FAST 2015
Volume 11 Issue 3, July 2015
Volume 11 Issue 2, March 2015
Volume 11 Issue 1, February 2015

2014
Volume 10 Issue 4, October 2014 Special Issue on Usenix Fast 2014
Volume 10 Issue 3, July 2014
Volume 10 Issue 2, March 2014
Volume 10 Issue 1, January 2014

2013
Volume 9 Issue 4, November 2013
Volume 9 Issue 3, August 2013
Volume 9 Issue 2, July 2013
Volume 9 Issue 1, March 2013

2012
Volume 8 Issue 4, November 2012
Volume 8 Issue 3, September 2012
Volume 8 Issue 2, May 2012
Volume 8 Issue 1, February 2012
Volume 7 Issue 4, January 2012

2011
Volume 7 Issue 3, October 2011
Volume 7 Issue 2, July 2011
Volume 7 Issue 1, June 2011
Volume 6 Issue 4, May 2011

2010
Volume 6 Issue 3, September 2010
Volume 6 Issue 2, July 2010
Volume 6 Issue 1, March 2010

2009
Volume 5 Issue 4, December 2009
Volume 5 Issue 3, November 2009
Volume 5 Issue 2, June 2009
Volume 5 Issue 1, March 2009
Volume 4 Issue 4, January 2009

2008
Volume 4 Issue 3, November 2008
Volume 4 Issue 2, May 2008
Volume 4 Issue 1, May 2008
Volume 3 Issue 4, February 2008

2007
Volume 3 Issue 3, October 2007
Volume 3 Issue 2, June 2007
Volume 3 Issue 1, March 2007

2006
Volume 2 Issue 4, November 2006
Volume 2 Issue 3, August 2006
Volume 2 Issue 2, May 2006
Volume 2 Issue 1, February 2006

2005
Volume 1 Issue 4, November 2005
Volume 1 Issue 3, August 2005
Volume 1 Issue 2, May 2005
Volume 1 Issue 1, February 2005
 
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