ACM Transactions on

Storage (TOS)

Latest Articles


One important aspect of privacy is the ability to securely delete sensitive data from electronic storage in such a way that it cannot be recovered; we call this action secure deletion. Short of physically destroying the entire storage medium, existing software secure-deletion solutions tend to be piecemeal at best -- they may only work for one type... (more)

Efficient Memory-Mapped I/O on Fast Storage Device

In modern operating systems, memory-mapped I/O (mmio) is an important access method that maps a file or file-like resource to a region of memory. The... (more)

Efficient Deduplication in a Distributed Primary Storage Infrastructure

A large amount of duplicate data typically exists across volumes of virtual machines in cloud computing infrastructures. Deduplication allows... (more)

Write Skew and Zipf Distribution

Understanding workload characteristics is essential to storage systems design and performance optimization. With the emergence of flash memory as a new viable storage medium, the new design concern of flash endurance arises, necessitating a revisit of workload characteristics, in particular, of the write behavior. Inspired by Web caching studies... (more)


With the explosive growth in data volume, the I/O bottleneck has become an increasingly daunting challenge for big data analytics. Economic forces, driven by the desire to introduce flash-based Solid-State Drives (SSDs) into the high-end storage market, have resulted in hybrid storage systems in the cloud. However, a single flash-based SSD cannot... (more)


With increasing popularity of cloud storage, efficiently proving the integrity of data stored on an untrusted server has become significant. Authenticated skip lists and rank-based authenticated skip lists (RBASL) have been used to provide support for provable data update operations in cloud storage. However, in a dynamic file scenario, an RBASL... (more)

Tools for Predicting the Reliability of Large-Scale Storage Systems

Data-intensive applications require extreme scaling of their underlying storage systems. Such scaling, together with the fact that storage systems... (more)


  • 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
Exploiting I/O Reordering and I/O Interleaving to Improve Application Launch Performance

Application prefetchers improve application launch performance through either I/O reordering or I/O interleaving. However, there has been no proposal to combine the two techniques together, missing the opportunity for further optimization. We present a new application prefetching technique to take advantage of both the approaches. We evaluated our method with a set of applications to demonstrate that it reduces cold start application launch time by 50%, which is an improvement of 22% from the I/O reordering technique.

WiscKey: Separating Keys from Values in SSD-Conscious Storage

We present WiscKey, a persistent LSM-tree-based key-value store with a performance-oriented data lay- out that separates keys from values to minimize I/O amplification. The design of WiscKey is highly SSD optimized, leveraging both the sequential and random performance characteristics of the device. We demonstrate the advantages of WiscKey with both microbenchmarks and YCSB workloads. Microbenchmark results show that WiscKey is 2.5×111× faster than LevelDB for loading a database (with significantly better tail latencies) and 1.6×14× faster for random lookups. WiscKey is faster than both LevelDB and RocksDB in all six YCSB workloads.

The Design and Implementation of a Rekeying-aware Encrypted Deduplication Storage System

Rekeying refers to an operation of replacing an existing key with a new key for encryption. It renews security protection, so as to protect against key compromise and enable dynamic access control in cryptographic storage. However, it is non-trivial to realize efficient rekeying in encrypted deduplication storage systems, which use deterministic content-derived encryption keys to allow deduplication on ciphertexts. We design and implement REED, a rekeying-aware encrypted deduplication storage system. REED builds on a deterministic version of all-or-nothing transform (AONT), such that it enables secure and lightweight rekeying, while preserving the deduplication capability. We propose two REED encryption schemes that trade between performance and security, and extend REED for dynamic access control. We implement a REED prototype with various performance optimization techniques and demonstrate how we can exploit similarity to mitigate key generation overhead. Our trace-driven testbed evaluation shows that our REED prototype maintains high performance and storage efficiency.

Customizable SLO and Its Near-precise Enforcement for Storage Bandwidth

Cloud service is being adopted as a utility for large numbers of tenants by renting virtual machines (VMs). But for cloud storage, unpredictable IO characteristics make accurate service-level-objective (SLO) enforcement challenging. As a result, it has been very difficult to support simple-to-use and technology-agnostic SLO specifying a particular value for a specific metric (e.g., storage bandwidth). This is because the quality of SLO enforcement depends on performance error and fluctuation that measure the precision of SLO enforcement. High precision of SLO enforcement is critical for user-oriented performance customization and user experiences. To address this challenge, this paper presents V-Cup, a framework for VM-oriented customizable SLO and its near-precise enforcement. It consists of multiple auto-tuners each of which exports an interface for a tenant to customize the desired storage bandwidth for a VM and enable the storage bandwidth of the VM to converge on the target value with a predictable precision. We design and implement V-Cup in the Xen hypervisor based on the fair sharing scheduler for VM-level resource management. Our V-Cup prototype evaluation shows that it achieves satisfying performance guarantees through near-precise SLO enforcement.

Isotope: ACID Transactions for Block Storage

Existing storage stacks are top-heavy and expect little from block storage. As a result, new high-level storage abstractions  and new designs for existing abstractions  are difficult to realize, requiring developers to implement from scratch complex functionality such as failure atomicity and fine-grained concurrency control. In this paper, we argue that pushing transactional isolation into the block store (in addition to atomicity and durability) is both viable and broadly useful, resulting in simpler high-level storage systems that provide strong semantics without sacrificing performance. We present Isotope, a new block store that supports ACID transactions over block reads and writes. Internally, Isotope uses a new multiversion concurrency control protocol that exploits fine-grained, sub-block parallelism in workloads and offers both strict serializability and snap- shot isolation guarantees. We implemented several high-level storage systems over Isotope, including two key-value stores that implement the LevelDB API over a hashtable and B-tree, respectively, and a POSIX filesystem. We show that Isotopes block-level transactions enable systems that are simple, robust, and fast. We also show that these systems can be composed using Isotope, providing applications with transactions across different high-level constructs such as files, directories and key-value pairs.

CDF-LDPC: A New Error Correction Method for SSD to Improve the Read Performance

The raw error rate of a solid-state drive (SSD) increases gradually with the increase of Program/Erase (P/E) cycles, retention time and read cycles. Traditional approaches often use error correction code (ECC) to ensure the reliability of SSDs. For error-free flash memory pages, time costs spent on ECC are redundant and make read performance suboptimal. This paper presents CRC-Detect-First LDPC (CDF-LDPC) algorithm to optimize the read performance of SSDs. The basic idea is to bypass low density parity-check (LDPC) decoding of error-free flash memory pages which can be found using cyclic redundancy check (CRC) code. Thus, error-free pages can be read directly without sacrificing the reliability of SSDs. Experiment results show that the read performance is improved more than 50% compared with traditional approaches. Especially, when idle time of benchmarks and SSD parallelism are exploited, CDF-LDPC can be implemented more efficiently. In this case, the read performance of SSDs can be improved up to about 80% than that of the state-of-art.

Optimizing Every Operation in a Write-Optimized File System

File systems that employ write-optimized dictionaries (WODs) can perform random-writes, metadata updates, and recursive directory traversals orders of magnitude faster than conventional le systems. However, previous WOD-based le systems have not obtained all of these performance gains without sacricing performance on other operations, such as le deletion, le or directory renaming, or sequential writes. Using three techniques, late-binding journaling, zoning, and range deletion, we show that there is no fundamental trade-off in write-optimization. These dramatic improvements can be retained while matching conventional le systems on all other operations. BetrFS 0.2 delivers order-of-magnitude better performance than conventional le systems on directory scans and small random writes and matches the performance of conventional le systems on rename,delete, and sequential I/O. For example, BetrFS 0.2 performs directory scans 2.2×faster, and small random writes over two orders of magnitude faster, than the fastest conventional le system without sacrificing performance on renames, deletes or large-sequential writes. The performance benets of these techniques extend to applications as well. BetrFS 0.2 continues to outperform conventional le systems on many applications, such as as rsync, git-diff, and tar, but improves git-clone performance by 35% over BetrFS 0.1, yielding performance comparable to other le systems.

Treating the Storage Stack Like a Network

In a data center, an IO from an application to distributed storage traverses not only the network, but also several software stages with diverse functionality. This set of ordered stages is known as the storage or IO stack. Stages include caches, hypervisors, IO schedulers, file systems, and device drivers. Indeed, in a typical data center, the number of these stages is often larger than the number of network hops to the destination. Yet, while packet routing is fundamental to networks, no notion of IO routing exists on the storage stack. The path of an IO to an endpoint is predetermined and hard-coded. This forces IO with different needs (e.g., requiring different caching or replica selection) to flow through a one-size-fits-all IO stack structure, resulting in an ossified IO stack. This paper proposes sRoute, an architecture that provides a routing abstraction for the storage stack. sRoute comprises a centralized control plane and sSwitches on the data plane. The control plane sets the forwarding rules in each sSwitch to route IO requests at runtime based on application-specific policies.

Introduction to the Special Issue on USENIX FAST 2016


Publication Years 2005-2016
Publication Count 204
Citation Count 1421
Available for Download 204
Downloads (6 weeks) 1439
Downloads (12 Months) 14440
Downloads (cumulative) 227328
Average downloads per article 1114
Average citations per article 7
First Name Last Name Award
Emery David Berger ACM Senior Member (2010)
Surendar Chandra ACM Senior Member (2009)
Deborah Estrin ACM Athena Lecturer Award (2006)
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 Doctoral Dissertation Award
Series Winner (1991) ACM Doctoral Dissertation Award
Series Winner (1991)
Ragib Hasan ACM Senior Member (2015)
John Heidemann ACM Senior Member (2007)
Ethan L Miller ACM Distinguished Member (2013)
Walid Najjar ACM Distinguished Member (2015)
ACM Senior Member (2014)
Stefan Savage ACM Prize in Computing (2015)
Anand Sivasubramaniam ACM Distinguished Member (2010)
ACM Senior Member (2009)
Gene Tsudik ACM Senior Member (2013)
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)
Tao Xie ACM Distinguished Member (2015)
ACM Senior Member (2011)
Demetris Zeinalipour ACM Senior Member (2016)
Yuanyuan Zhou ACM Distinguished Member (2011)

First Name Last Name Paper Counts
Andrea Arpaci-Dusseau 9
Youjip Won 6
Teiwei Kuo 6
Erez Zadok 6
Ethan Miller 6
Remzi Arpaci-Dusseau 5
Raju Rangaswami 4
Remzi Arpaci-Dusseau 4
Bianca Schroeder 4
Jiwu Shu 4
Charles Wright 4
Randal Burns 4
Heonyoung Yeom 4
Narasimha Reddy 4
Weimin Zheng 4
Xiao Qin 4
Dan Feng 4
Lidong Zhou 3
Cheng Chen 3
Hyeonsang Eom 3
Youngjin Yu 3
Changsheng XIE 3
Hong Jiang 3
Darrell Long 3
Suzhen Wu 3
Stergios Anastasiadis 3
Yuanhao Chang 3
Jenwei Hsieh 3
Song Jiang 3
James Cipar 3
Vijayan Prabhakaran 3
Qingsong Wei 3
Guangyan Zhang 3
An Wang 3
Lipin Chang 3
Ilias Iliadis 3
Yuanyuan Zhou 3
Jianxi Chen 3
Geoff Kuenning 3
Hyokyung Bahn 3
Nitin Agrawal 3
Ohad Rodeh 3
Bo Mao 3
Tao Xie 2
Ahmed Amer 2
Erik Riedel 2
Taeho Hwang 2
Jaemin Jung 2
Jeffrey Chase 2
Eunji Lee 2
Scott Brandt 2
Wei Xue 2
Kiran Muniswamy-Reddy 2
Evangelos Eleftheriou 2
Xiaoyu Hu 2
Nikolai Joukov 2
Chinhsien Wu 2
Mark Storer 2
Kaladhar Voruganti 2
Ashvin Goel 2
Shu Yin 2
Mahmut Kandemir 2
Arkady Kanevsky 2
Gopalan Sivathanu 2
Alma Riska 2
Fred Douglis 2
Feng Chen 2
Daniel Fryer 2
Angela Brown 2
Jayanta Basak 2
Mario Blaum 2
Adam Manzanares 2
William Bolosky 2
Chris Dragga 2
Darrell Long 2
Gene Tsudik 2
Bo Hong 2
Xiaoning Ding 2
Yuehai Xu 2
Anand Sivasubramaniam 2
Samhyuk Noh 2
Xubin He 2
Sudhanva Gurumurthi 2
Ali Tosun 2
Xiaojun Ruan 2
Peter Reiher 2
Eitan Bachmat 2
Jongmin Gim 2
Zhenmin Li 2
John MacCormick 2
Peter Desnoyers 2
Kyuho Park 2
André Brinkmann 2
Swaminathan Sundararaman 2
Sriram Subramanian 2
Dongin Shin 2
Lei Tian 2
Patrick Lee 2
Gregory Ganger 2
Roger Zimmermann 2
Kenneth Sevcik 1
Feng Wang 1
Mohammad Zubair 1
Leif Walsh 1
Martín Farach-Colton 1
Ankur Mittal 1
Prashant Pandey 1
Phaneendra Reddy 1
Stefano Paraboschi 1
Shuwen Gao 1
David Donofrio 1
KK Rao 1
Anthony Tung 1
Richard Spillane 1
Chihyuan Huang 1
Hong Jiang 1
Yinjin Fu 1
Qin Xin 1
James Plank 1
Peter Trifonov 1
PingYi Hsu 1
Muthian Sivathanu 1
Sumeet Sobti 1
Junwen Lai 1
Arvind Krishnamurthy 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
Wentao Han 1
Amanpreet Mukker 1
Xunfei Jiang 1
Yupu Zhang 1
Sudharshan Vazhkudai 1
Alok Choudhary 1
Mais Nijim 1
Dutch Meyer 1
Qian Wang 1
Stefan Savage 1
Changhyun Park 1
Jaehyuk Cha 1
Ben Greenstein 1
Beomjoo Seo 1
Akshat Verma 1
Taokai Lam 1
Jun Yuan 1
John Esmet 1
Sabrina Vimercati 1
Darren Sawyer 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
Vesna Pavlović 1
Hyeongseog Kim 1
Robert Haas 1
Kristal Pollack 1
Jehoshua Bruck 1
Feng Zheng 1
Liping Xiang 1
Matthew Wachs 1
Karan Sanghi 1
Fernando André 1
Paulo Sousa 1
Gordon Hughes 1
Daniel Ellard 1
Antony Rowstron 1
Mark Corner 1
John Douceur 1
Nitin Agrawal 1
Charles Weddle 1
Mingqiang Li 1
Sangeetha Seshadri 1
José Pereira 1
Mark Stanovich 1
Xiaolan Chen 1
Hyuck Han 1
Marshall Mckusick 1
Peng Xu 1
Ye Zhai 1
Junbin Kang 1
Leo Arulraj 1
Lars Nagel 1
Einar Mykletun 1
Mahesh Balakrishnan 1
Weikeng Liao 1
Deepak Bobbarjung 1
Josef Bacik 1
Radu Sion 1
Walid Najjar 1
Seokhei Cho 1
Sooyong Kang 1
Pieter Hartel 1
John Heidemann 1
Xiaodong Li 1
Lingfang Zeng 1
Chandramohan Thekkath 1
Philip YU 1
Seonho Kim 1
Kirsten Hildrum 1
Ron Arnan 1
Michael Bender 1
Abutalib Aghayev 1
Ao Ma 1
Mark Chamness 1
Venugopalan Ramasubramanian 1
Jin Li 1
Anton Kos 1
Veljko Milutinovic 1
Kanchi Gopinath 1
Zhen Huang 1
Nguyen Tran 1
Frank Chiang 1
Yulai Xie 1
David Wagner 1
Dilma Silva 1
Lakshmi Bairavasundaram 1
Kaushik Veeraraghavan 1
Phillipa Gill 1
Ricardo Koller 1
Haifeng Yu 1
Kimberly Keeton 1
Windsor Hsu 1
Eno Thereska 1
Hyojun Kim 1
Adilet Kachkeev 1
Samuel Braunfeld 1
Alptekin Küpçü 1
Öznur Özkasap 1
James Plank 1
Robert Hall 1
Tao Xie 1
Tianyu Wo 1
Kaiwei Li 1
Christina Strong 1
Asim Kadav 1
Xiaosong Ma 1
Stephen Scott 1
Hyungkyu Chang 1
Sukwoo Kang 1
Sheng Qiu 1
Sanjeev Trika 1
Debra Hensgen 1
Krishna Kant 1
Tsansheng Hsu 1
Weikuan Shih 1
Soyoon Lee 1
Pochun Huang 1
Picheng Hsiu 1
Rohit Jain 1
Joel Wolf 1
Bradley Kuszmaul 1
Aichun Pang 1
Phung Huynh 1
Junfeng Yang 1
Jaewoo Choi 1
Hyunjin Choi 1
Xiao Qin 1
Ningfang Mi 1
Vagelis Hristidis 1
Cheng Huang 1
Gaewon You 1
Jasna Milovanovic 1
Jaka Sodnik 1
Sara Stancin 1
Kevin Harms 1
William Allcock 1
Yubiao Pan 1
Ernst Biersack 1
Jianzhong Huang 1
Jinyang Li 1
Jiwu Shu 1
Weihang Jiang 1
Vasily Tarasov 1
Edmund Nightingale 1
Amin Vahdat 1
Changxun Wu 1
Mark Huang 1
Clement Dickey 1
Jibin Wang 1
Sungjin Lee 1
Chunming Hu 1
Lee Ward 1
Fan Yang 1
Weishinn Ku 1
Douglas Santry 1
Stephanie Jones 1
Jianhong Lin 1
Dahlia Malkhi 1
Jonathan Strickland 1
Junseok Shim 1
Gokhan Memik 1
Cezary Dubnicki 1
Kei Davis 1
Ragib Hasan 1
David Holland 1
Geoffrey Voelker 1
Michael Vrable 1
Alexandros Batsakis 1
Avishay Traeger 1
Sungroh Yoon 1
Tsengyi Chen 1
Ian Adams 1
Chunghsien Wu 1
Geming Chiu 1
Sugata Ghosal 1
Kristof Roomp 1
Lisa Fleischer 1
Hong Zhu 1
Ruben Michel 1
Yang Zhan 1
Mansour Shafaei 1
Gerardo Pelosi 1
Wonil Choi 1
Ajay Dholakia 1
Zoran Dimitrijević 1
Klaus Schauser 1
Nick Murphy 1
Dongin Shin 1
Evgenia Smirni 1
Chunho Ng 1
Yungfeng Lu 1
Sašo Tomažič 1
Randolph Wang 1
Charles Bacon 1
Philip Carns 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
Shaun Benjamin 1
Jin Qian 1
Michael Kozuch 1
Hong Jiang 1
Yue Yang 1
Ao Ma 1
Lanyue Lu 1
Sangwhan Moon 1
Dongkun Shin 1
Youngjin Kim 1
Yao Sun 1
Yangwook Kang 1
Tom Friedetzky 1
Toni Cortes 1
Anthony Skjellum 1
Enhong Chen 1
Zhichao Li 1
Matthias Grawinkel 1
Satoshi Sugahara 1
Rakesh Iyer 1
Suresh Jagannathan 1
Jian Zhang 1
Dimitrios Gunopulos 1
Jeanna Matthews 1
Jongmoo Choi 1
Hsinwen Wei 1
Mohammed Khatib 1
Hyungjong Shin 1
Sarita Adve 1
Michail Flouris 1
Chengkang Hsieh 1
Akshay Katta 1
Michael Stumm 1
Puja Gupta 1
David Quigley 1
Rob Johnson 1
Donald Porter 1
Yizheng Jiao 1
Sara Foresti 1
Pierangela Samarati 1
Windsor Hsu 1
Ellis Wilson 1
John Shalf 1
Ming Li 1
Dinh Tran 1
Lei Tian 1
Jon Elerath 1
Jiri Schindler 1
Qiang Cao 1
Gyudong Shim 1
Youngwoo Park 1
Min Xu 1
Seungwon Hwang 1
Navendu Jain 1
Lawrence You 1
Zachary Peterson 1
Kai Li 1
Samuel Lang 1
Mark Shaw 1
Xianghong Luo 1
Yan Li 1
Hyungju Cho 1
Taesun Chung 1
Mary Baker 1
Priya Sehgal 1
Abhishek Rajimwale 1
Michael Swift 1
Joseph Murray 1
Armando Fox 1
Andrew Huang 1
Kai Li 1
Rahat Mahmood 1
Lawrence Chiu 1
Lianghong Xu 1
Jianwen Zhu 1
Shan Lu 1
Jiguang Wan 1
Benlong Zhang 1
Jinpeng Huai 1
Matthew Curry 1
Ming Wu 1
Wenguang Chen 1
Mohammed Alghamdi 1
Youyou Lu 1
Long Sun 1
Maithili Narasimha 1
Yang Wang 1
Vincent Freeh 1
Nandan Tammineedi 1
Chris Mason 1
Marianne Winslett 1
James Lentini 1
Rick Coulson 1
Kuoyi Huang 1
Tsungtai Yeh 1
Eunki Kim 1
Angelos Bilas 1
Kevin Bowers 1
Guanying Wu 1
Ben Eckart 1
Sajib Kundu 1
Christos Karamanolis 1
Magnus Karlsson 1
Thomas Schwarz 1
Harikesavan Krishnan 1
Guanlin Lu 1
Myoungsoo Jung 1
Yihua Zhang 1
Edward Chang 1
Mingdi Xue 1
Anxiao(Andrew) Jiang 1
Nitin Garg 1
Robert Latham 1
Robert Ross 1
John Lui 1
Yuxing Peng 1
Garth Gibson 1
Xuechen Zhang 1
Bruno Quaresma 1
Jason Flinn 1
Dushyanth Narayanan 1
Garth Gibson 1
Emery Berger 1
Jacob Lorch 1
TingHao Cheng 1
Mathew Oldham 1
Alexey Tumanov 1
Jack Sun 1
Ertem Esiner 1
Christopher Meyers 1
Rubao Lee 1
Wei Wang 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
Assaf Natanzon 1
Xiaojian Wu 1
Demetrios Zeinalipour-Yazti 1
Song Lin 1
John Garrison 1
Knut Grimsrud 1
Byeonggil Jeon 1
Deborah Estrin 1
Thanos Makatos 1
Kaushik Dutta 1
Xiaoyun Zhu 1
Jay Dave 1
William Jannen 1
Amogh Akshintala 1
Rachel Traylor 1
Surendar Chandra 1
Sai Huang 1
David Essary 1
Avani Wildani 1
Yongchiang Tay 1
Seungho Lim 1
Bradley Vander Zanden 1
Jun Yang 1
Minghua Chen 1
Andromachi Hatzieleftheriou 1
Zhifeng Chen 1
Michael Abd-El-Malek 1
Michael Reiter 1
Garth Goodson 1
Brian Noble 1
Sotirios Damouras 1
James Megquier 1
Luis Bathen 1
William Josephson 1
Binny Gill 1
Aydan Yumerefendi 1
Kuei Sun 1
Philip Shilane 1
Grant Wallace 1
Hyojun Kim 1
Cristian Ungureanu 1
Nitin Gupta 1
João Paulo 1
Kushal Wadhwani 1
Binbing Hou 1
Abhinav Sharma 1
P Nagesh 1
Alberto Miranda 1
Sascha Effert 1
Mohit Saxena 1
Michael Swift 1
Youshan Miao 1
Ming Chen 1
Rekha Pitchumani 1
Thomas Talpey 1
Vana Kalogeraki 1
Di Ma 1
Vinodh Venkatesan 1
Haim Helman 1
David Chambliss 1
Deepak Ganesan 1
Ramesh Govindan 1
Yannis Klonatos 1
Manolis Marazakis 1
Jianqiang Luo 1
Alina Oprea 1
Lihao Xu 1
Marcus Jager 1
Ryan Peterson 1

Affiliation Paper Counts
Dankook University 1
University of Texas at Arlington 1
Universita degli Studi di Bergamo 1
Yale University 1
Dongduk Women's University 1
Los Alamos National Laboratory 1
Sungkyunkwan University 1
Universitat Politecnica de Catalunya 1
Cornell University 1
Harvard University 1
The University of British Columbia 1
National Taichung Institute of Technology Taiwan 1
Dartmouth College 1
Qualcomm Incorporated 1
Earlham College 1
Indian Institute of Science 1
AT&T Inc. 1
Sun Microsystems 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
Sankt-Peterburgskij Gosudarstvennyj Politehniceskij Universitet 1
Tamkang University 1
University of Durham 1
New Jersey Institute of Technology 1
Politecnico di Milano 1
Dickinson College, Pittsburgh 1
UC Berkeley 1
The University of North Carolina at Chapel Hill 1
Universidad Complutense de Madrid 1
Oracle Corporation 1
University of California, Santa Barbara 1
University of Northern Iowa 1
Temple University 1
Rutgers, The State University of New Jersey 1
Salk Institute for Biological Studies 1
University of Cyprus 1, Inc. 1
Symantec Corporation 1
Centro Nacional de Supercomputacion 1
Al Baha University 1
Ewha Women's University 2
Google Inc. 2
Lawrence Berkeley National Laboratory 2
Louisiana State University 2
Santa Clara University 2
National Taipei University of Technology 2
Stanford University 2
Sandia National Laboratories 2
University of Pittsburgh 2
The College of William and Mary 2
Hongik University 2
National Tsing Hua University 2
Universidade do Minho 2
University of Twente 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
California Institute of Technology 2
Pohang University of Science and Technology 2
University of Belgrade 2
Harvard School of Engineering and Applied Sciences 2
Harvey Mudd College 3
Virginia Commonwealth University 3
University of Texas at San Antonio 3
IBM India Research Laboratory New Delhi 3
Ohio State University 3
Northwestern University 3
Duke University 3
Purdue University 3
National Chiao Tung University Taiwan 3
University of Tennessee, Knoxville 3
National University of Singapore 3
Oak Ridge National Laboratory 3
National University of Defense Technology 3
University Michigan Ann Arbor 3
Universita degli Studi di Milano 3
Korea Advanced Institute of Science & Technology 3
Microsoft Research Cambridge 3
Microsoft Research Asia 3
Ajou University 4
Samsung Electronics 4
Panepistimion Ioanninon 4
North Carolina State University 4
Seagate Research 4
IBM Almaden Research Center 4
Hewlett Packard Laboratories 4
University of Massachusetts Amherst 4
Academia Sinica Taiwan 4
San Diego State University 4
New York University 4
Northeastern University 4
University of Southern California 4
University of California, Riverside 4
University of Ljubljana 4
Koc Universitesi 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
Johannes Gutenberg Universitat Mainz 5
Universidade de Lisboa 5
Xiamen University 6
Johns Hopkins University 6
Microsoft 6
UC Irvine 6
University of California, San Diego 6
Beihang University 6
EMC Corporation 7
Argonne National Laboratory 7
Intel Corporation 7
Pennsylvania State University 7
University of Nebraska - Lincoln 7
University of Science and Technology of China 7
Wayne State University 8
Chinese University of Hong Kong 8
Florida State University 8
Wuhan National Laboratory for Optoelectronics 8
Date Storage Institute, A-Star, Singapore 8
International Business Machines 8
IBM Zurich Research Laboratory 9
Princeton University 9
Florida International University 10
Texas A and M University 10
IBM Thomas J. Watson Research Center 10
Auburn University 12
University of Illinois at Urbana-Champaign 12
Huazhong University of Science and Technology 12
National Taiwan University 13
Carnegie Mellon University 16
Hanyang University 17
Seoul National University 21
University of Toronto 21
Microsoft Research 22
Tsinghua University 23
University of California, Santa Cruz 25
Stony Brook University 35
University of Wisconsin Madison 36

ACM Transactions on Storage (TOS)

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)

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

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

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

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

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

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

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

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

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

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

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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