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EmptyHeaded: A Relational Engine for Graph Processing

There are two types of high-performance graph processing engines: low- and high-level engines. Low-level engines (Galois, PowerGraph, Snap) provide optimized data structures and computation models but require users to write low-level imperative code, hence ensuring that efficiency is the burden of the user. In high-level engines, users write in... (more)

Designing a Query Language for RDF: Marrying Open and Closed Worlds

When querying an Resource Description Framework (RDF) graph, a prominent feature is the possibility of extending the answer to a query with optional information. However, the definition of this feature in SPARQL—the standard RDF query language—has raised some important issues. Most notably, the use of this feature increases the... (more)

Declarative Probabilistic Programming with Datalog

Probabilistic programming languages are used for developing statistical models. They typically consist of two components: a specification of a... (more)

Blazes: Coordination Analysis and Placement for Distributed Programs

Distributed consistency is perhaps the most-discussed topic in distributed systems today. Coordination protocols can ensure consistency, but in practice they cause undesirable performance unless used judiciously. Scalable distributed architectures avoid coordination whenever possible, but under-coordinated systems can exhibit behavioral anomalies... (more)

Linear Time Membership in a Class of Regular Expressions with Counting, Interleaving, and Unordered Concatenation

Regular Expressions (REs) are ubiquitous in database and programming languages. While many... (more)

PrivBayes: Private Data Release via Bayesian Networks

Privacy-preserving data publishing is an important problem that has been the focus of extensive study. The state-of-the-art solution for this problem is differential privacy, which offers a strong degree of privacy protection without making restrictive assumptions about the adversary. Existing techniques using differential privacy, however, cannot... (more)

NEWS

Updates to the TODS Editorial Board

As of January 1, 2018, five Associate Editors—Walid Aref, Graham Cormode, Gautam Das, Sabrina De Capitani di Vimercati, and Dirk Van Gucht—ended their terms, each having served on the editorial board for six years. Walid, Graham, Gautam, Sabrina, and Dirk have provided very substantial, high-caliber service to the journal and the database community. Also five new Associate Editors have joined the editorial board: Angela Bonifati, Université Claude Bernard Lyon 1, Wolfgang Lehner, TU Dresden, Dan Olteanu, University of Oxford, Evaggelia Pitoura, University of Ioannina, and Bernhard Seeger, University of Marburg. All five are highly regarded scholars in database systems.

Please read more here.

Updates to the TODS Editorial Board

As of January 1, 2017, three Associate Editors, Paolo Ciaccia, Divyakant Agrawal, and Sihem Amer-Yahia, ended their terms, each having served on the editorial board for some six years. In addition, they will stay on until they complete their current loads. We are fortunate that they have donated their time and world-class expertise during these years. Also three new Associate Editors have joined the editorial board: Feifei Li, University of Utah, Kian-Lee Tan, National University of Singapore, and Jeffrey Xu Yu, Chinese University of Hong Kong. All three are highly regarded scholars in database systems. 

Please read more here.

Forthcoming Articles
Bounded Query Rewriting Using Views

A query Q in a language L has a bounded rewriting using a set of L-definable views if there exists a query Q' in L such that given any dataset D, Q(D) can be computed by Q' that accesses only cached views and a small fraction DQ of D.We consider datasets D that satisfy a set of access constraints, which are a combination of simple cardinality constraints and associated indices, such that the size |DQ| of DQ and the time to identify DQ are independent of |D|, no matter how big D is. This paper studies the problem for deciding whether a query has a bounded rewriting given a set V of views and a set A of access constraints. We establish the complexity of the problem for various query languages L, from £3p-complete for conjunctive queries (CQ), to undecidable for relational algebra (FO). We show that the intractability for CQ is rather robust even for acyclic CQ with fixed V and A, and characterize when the problem is in PTIME. To make practical use of bounded rewriting, we provide an effective syntax for FO queries that have a bounded rewriting. The syntax characterizes a core subclass of such queries without sacrificing the expressive power, and can be checked in PTIME. Finally, we investigate L1-to-L2 bounded rewriting, when Q in L1 is allowed to be rewritten into a query Q' in another language L2. We show that this relaxation does not simplify the analysis of bounded query rewriting using views.

Practical Private Range Search In Depth

We consider a data owner that outsources its dataset to an untrusted server. The owner wishes to enable the server to answer range queries on a single attribute, without compromising the privacy of the data and the queries. There are several schemes on practical private range search (mainly in Databases venues) that attempt to strike a trade-off between efficiency and security. Nevertheless, these methods either lack provable security guarantees, or permit unacceptable privacy leakages. In this paper, we take an interdisciplinary approach, which combines the rigor of Security formulations and proofs with efficient Data Management techniques. We construct a wide set of novel schemes with realistic security/performance trade-offs, adopting the notion of Searchable Symmetric Encryption (SSE) primarily proposed for keyword search. We reduce range search to multi-keyword search using range covering techniques with tree-like indexes, and formalize the problem as Range Searchable Symmetric Encryption (RSSE). We demonstrate that, given any secure SSE scheme, the challenge boils down to (i) formulating leakages that arise from the index structure, and (ii) minimizing false positives incurred by some schemes under heavy data skew. We also explain an important concept in the recent SSE bibliography, namely locality, and design generic and specialized ways to attribute locality to our RSSE schemes. Moreover, we are the first to devise secure schemes for answering range aggregate queries, such as range sums and range min/max. We analytically detail the superiority of our proposals over prior work and experimentally confirm their practicality.

Estimating the Impact of Unknown Unknowns on Aggregate Query Results

It is common practice for data scientists to acquire and integrate disparate data sources to achieve higher quality results. But even with a perfectly cleaned and merged data set, two fundamental questions remain: (1) is the integrated data set complete and (2) what is the impact of any unknown (i.e., unobserved) data on query results? In this work, we develop and analyze techniques to estimate the impact of the unknown data (a.k.a., {\em unknown unknowns}) on simple aggregate queries. The key idea is that the overlap between different data sources enables us to estimate the number and values of the missing data items. Our main techniques are parameter-free and do not assume prior knowledge about the distribution. Through a series of experiments, we show that estimating the impact of unknown unknowns is invaluable to better assess the results of aggregate queries over integrated data sources.

Building Efficient Query Engines in a High-Level Language

Abstraction without regret refers to the vision of using high-level programming languages for systems development without experiencing a negative impact on performance. A database system designed according to this vision offers both increased productivity and high performance, instead of sacrificing the former for the latter as is the case with existing, monolithic implementations that are hard to maintain and extend. In this article, we realize this vision in the domain of analytical query processing. We present HLDB, a query engine written in the high-level programming language Scala. The key technique to regain efficiencyis to apply generative programming: HLDB performs source-to-source compilation and optimizes the entire query engine by converting the high-level Scala code to specialized, low-level C code. We show how generative programming allows to easily implement a wide spectrum of optimizations, such as introducing data partitioning or switching from a row to a column data layout, which are difficult to achieve with existing low-level query compilers that handle only queries. We demonstrate that sufficiently powerful abstractions are essential for dealing with the complexity of the optimization effort, shielding developers from compiler internals and decoupling individual optimizations from each other. We evaluate our approach with the TPC-H benchmark and show that: (a) With all optimizations enabled, our architecture significantly outperforms a commercial in-memory database as well as an existing query compiler. (b) Programmers need to provide just a few hundred lines of high-level code for implementing the optimizations, instead of complicated low-level code that is required by existing query compilation approaches. (c) These optimizations may potentially come at the cost of using more system memory for improved performance. (d) The compilation overhead is low compared to the overall execution time, thus making our approach usable in practice for compiling query engines.

TriAL: A navigational algebra for RDF triplestores

Navigational queries over RDF data are viewed as one of the main applications of graph query languages, and yet the standard model of graph databases - essentially labeled graphs - is different from the triples-based model of RDF. While encodings of RDF databases into graph data exist, we show that even the most natural ones are bound to lose some functionality when used in conjunction with graph query languages. The solution is to work directly with triples, but then many properties taken for granted in the graph database context (e.g., reachability) lose their natural meaning. Our goal is to introduce languages that work directly over triples and are closed, i.e., they produce sets of triples, rather than graphs. Our basic language is called TriAL, or Triple Algebra: it guarantees closure properties by replacing the product with a family of join operations. We extend TriAL with recursion, and explain why such an extension is more intricate for triples than for graphs. We present a declarative language, namely a fragment of datalog, capturing the recursive algebra. For both languages, the combined complexity of query evaluation is given by low-degree polynomials. We compare our language with previously studied graph query languages such as adaptations of XPath, regular path queries, and nested regular expressions; many of these languages are subsumed by the recursive triple algebra. We also provide an implementation of recursive TriAL on top of a relational query engine, and show its usefulness by running a wide array of navigational queries over real world RDF data, while at the same time testing how our implementation compares to existing RDF systems.

43:1 Editorial: Updates to the Editorial Board

Bibliometrics

Publication Years 1976-2017
Publication Count 959
Citation Count 32043
Available for Download 959
Downloads (6 weeks) 3305
Downloads (12 Months) 31174
Downloads (cumulative) 824255
Average downloads per article 859
Average citations per article 33
First Name Last Name Award
Serge Abiteboul ACM Fellows (2011)
Foto Afrati ACM Fellows (2014)
Pankaj Agarwal ACM Fellows (2002)
Charu Chandra Aggarwal ACM Fellows (2013)
Divyakant Agrawal ACM Fellows (2011)
ACM Distinguished Member (2010)
ACM Senior Member (2008)
Rakesh Agrawal ACM Fellows (2003)
Alfred V Aho ACM Fellows (1996)
Alex Aiken ACM Fellows (2008)
Anastasia Ailamaki ACM Fellows (2015)
Eric Allman ACM Distinguished Member (2009)
Gustavo Alonso ACM Fellows (2012)
Sihem Amer-Yahia ACM Distinguished Member (2017)
ACM Senior Member (2007)
Mikhail Atallah ACM Fellows (2006)
Algirdas Avizienis ACM-IEEE CS Eckert-Mauchly Award (2012)
Peter Bailis ACM Doctoral Dissertation Award (2016)
Hari Balakrishnan ACM Fellows (2008)
ACM Doctoral Dissertation Award (1998)
Catriel Beeri ACM Fellows (2007)
Philip A Bernstein ACM Fellows (2001)
Elisa Bertino ACM Fellows (2003)
Jose A Blakeley ACM Fellows (2009)
Michael W Blasgen ACM Fellows (1994)
ACM Programming Systems and Languages Paper Award (1982)
Peter Buneman ACM Fellows (2000)
Luca Cardelli ACM Fellows (2004)
Michael J Carey ACM Fellows (2000)
Rick Cattell ACM Fellows (2012)
Stefano Ceri ACM Fellows (2013)
Donald Chamberlin ACM Fellows (1994)
ACM Software System Award (1988)
Surajit Chaudhuri ACM Fellows (2005)
Peter P Chen ACM Fellows (1998)
Panos K Chrysanthis ACM Distinguished Member (2010)
ACM Senior Member (2007)
Edgar F Codd ACM Fellows (1994)
ACM A. M. Turing Award (1981)
Graham R. Cormode ACM Distinguished Member (2013)
William J Dally ACM-IEEE CS Eckert-Mauchly Award (2010)
ACM Fellows (2002)
Susan B Davidson ACM Fellows (2001)
Umeshwar Dayal ACM Fellows (2008)
David DeWitt ACM Software System Award (2008)
ACM Fellows (1995)
Dorothy E Denning ACM Fellows (1995)
Peter J Denning Outstanding Contribution to ACM Award (1998)
ACM Karl V. Karlstrom Outstanding Educator Award (1996)
ACM Fellows (1994)
ACM Distinguished Service Award (1989)
ACM Programming Systems and Languages Paper Award (1971)
David P Dobkin ACM Fellows (1997)
Amr El Abbadi ACM Fellows (2010)
Carla S. Ellis ACM Fellows (2010)
ACM Distinguished Member (2009)
Ahmed Elmagarmid ACM Fellows (2012)
ACM Distinguished Member (2009)
Martin Erwig ACM Senior Member (2008)
Ronald Fagin ACM Fellows (2000)
Christos Faloutsos ACM Fellows (2010)
Wenfei Fan ACM Fellows (2012)
Jane Fedorowicz ACM Senior Member (2014)
Joan Feigenbaum ACM Fellows (2001)
Alan D Fekete ACM Distinguished Member (2006)
Domenico Ferrari ACM Fellows (2001)
Elena Ferrari ACM Distinguished Member (2011)
Peter A. Franaszek ACM Paris Kanellakis Theory and Practice Award (2002)
Michael J Franklin ACM Fellows (2005)
Hector Garcia-Molina ACM Fellows (1997)
Minos Garofalakis ACM Distinguished Member (2011)
ACM Senior Member (2009)
Shahram Ghandeharizadeh ACM Software System Award (2008)
Phillip B Gibbons ACM Fellows (2006)
Calvin C. Gotlieb Outstanding Contribution to ACM Award (2011)
ACM Presidential Award (2002)
ACM Fellows (1994)
Georg Gottlob ACM Fellows (2007)
Goetz Graefe ACM Software System Award (2008)
Jim Gray ACM A. M. Turing Award (1998)
ACM Fellows (1994)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
Rachid Guerraoui ACM Fellows (2012)
Peter Haas ACM Fellows (2013)
Donald J Haderle ACM Fellows (2000)
Jiawei Han ACM Fellows (2003)
Jayant R Haritsa ACM Fellows (2015)
ACM Distinguished Member (2009)
Robert L. Hartmann ACM Senior Member (2009)
Gernot Heiser ACM Fellows (2014)
ACM Senior Member (2009)
Gerald Held ACM Software System Award (1988)
Joseph M Hellerstein ACM Fellows (2009)
Maurice Herlihy ACM Fellows (2005)
Richard Hull ACM Fellows (2007)
Ihab F. Ilyas ACM Distinguished Member (2014)
Piotr Indyk ACM Fellows (2015)
ACM Paris Kanellakis Theory and Practice Award (2012)
Yannis E Ioannidis ACM Fellows (2004)
H V Jagadish ACM Fellows (2003)
Christian S. Jensen ACM Fellows (2011)
Anita K Jones ACM Fellows (1996)
Richard Karp ACM Fellows (1994)
ACM A. M. Turing Award (1985)
Randy H. Katz ACM Karl V. Karlstrom Outstanding Educator Award (1999)
ACM Fellows (1996)
Zvi Kedem Outstanding Contribution to ACM Award (2012)
ACM Fellows (1997)
Anne-Marie Kermarrec ACM Fellows (2016)
Won Kim ACM Distinguished Service Award (2001)
Phokion G Kolaitis ACM Fellows (2005)
Henry F Korth ACM Fellows (2000)
Donald Kossmann ACM Fellows (2010)
Hans-Peter Kriegel ACM Fellows (2009)
David J Kuck ACM-IEEE CS Ken Kennedy Award (2010)
ACM Fellows (1994)
ACM-IEEE CS Eckert-Mauchly Award (1993)
Richard E. Ladner ACM Fellows (1995)
Laks Lakshmanan ACM Distinguished Member (2016)
Leslie Lamport ACM Fellows (2014)
ACM A. M. Turing Award (2013)
Per-Ake Larson ACM Fellows (2004)
Der-Tsai Lee ACM Fellows (1997)
Philip M Lewis ACM Fellows (1999)
Leonid Libkin ACM Fellows (2012)
Bruce Lindsay ACM Fellows (1994)
ACM Programming Systems and Languages Paper Award (1982)
Tok Wang Ling ACM Distinguished Member (2009)
ACM Senior Member (2009)
Richard Lipton ACM Fellows (1997)
Witold Litwin ACM Fellows (2001)
Jorge Lobo ACM Distinguished Member (2009)
David B Lomet ACM Fellows (2002)
Raymond A Lorie ACM Fellows (2000)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
Nancy Lynch ACM Athena Lecturer Award (2012)
ACM Fellows (1997)
David Maier ACM Fellows (1998)
Yossi Matias ACM Fellows (2009)
Paul R McJones ACM Fellows (1994)
ACM Programming Systems and Languages Paper Award (1982)
Daniel Menasce ACM Fellows (1997)
Renee J Miller ACM Fellows (2009)
Tova Milo ACM Fellows (2012)
Jack Minker ACM AAAI Allen Newell Award (2005)
ACM Fellows (1994)
Outstanding Contribution to ACM Award (1985)
Mohamed F Mokbel ACM Distinguished Member (2017)
ACM Senior Member (2013)
Todd C Mowry ACM Fellows (2016)
Richard R Muntz ACM Fellows (1996)
S. Muthukrishnan ACM Fellows (2010)
Mario A Nascimento ACM Senior Member (2007)
Jeffrey F Naughton ACM Software System Award (2008)
ACM Fellows (2002)
Shamkant Navathe ACM Fellows (2014)
J Nievergelt ACM Fellows (1995)
Beng Chin Ooi ACM Fellows (2011)
Zehra Ozsoyoglu ACM Fellows (2011)
M. Tamer Ozsu ACM Fellows (2006)
Christos Papadimitriou ACM Fellows (2001)
Jignesh M Patel ACM Fellows (2014)
ACM Distinguished Member (2011)
Jian Pei ACM Fellows (2015)
ACM Senior Member (2007)
Nicholas Pippenger ACM Fellows (1997)
Lucian Popa ACM Distinguished Member (2017)
ACM Senior Member (2012)
Thomas G Price ACM Programming Systems and Languages Paper Award (1982)
Vijay V Raghavan ACM Distinguished Member (2012)
Raghu Ramakrishnan ACM Fellows (2001)
Krithivasan Ramamritham ACM Fellows (2001)
Louiqa Raschid ACM Fellows (2016)
ACM Distinguished Member (2008)
Rajeev Ramnarain Rastogi ACM Fellows (2012)
Arnold Rosenberg ACM Fellows (1996)
Daniel J Rosenkrantz ACM Fellows (1995)
Nick Roussopoulos ACM Fellows (2001)
Domenico Sacca ACM Senior Member (2007)
Kenneth M Salem ACM Distinguished Member (2017)
Gerard Salton ACM Fellows (1995)
Hanan Samet ACM Paris Kanellakis Theory and Practice Award (2011)
ACM Fellows (1996)
Hans-Joerg Schek ACM Fellows (2001)
Donovan A Schneider ACM Software System Award (2008)
Assaf Schuster ACM Fellows (2015)
Timoleon Sellis ACM Fellows (2013)
ACM Senior Member (2008)
Kenneth C Sevcik ACM Fellows (1997)
Cyrus Shahabi ACM Distinguished Member (2009)
Dennis E Shasha ACM Fellows (2013)
Scott J Shenker ACM Fellows (2003)
Prashant J Shenoy ACM Distinguished Member (2009)
ACM Senior Member (2006)
Kyuseok Shim ACM Fellows (2013)
Ben Shneiderman ACM Fellows (1997)
Abraham Silberschatz ACM Karl V. Karlstrom Outstanding Educator Award (1998)
ACM Fellows (1996)
Donald R Slutz ACM Fellows (1994)
ACM Programming Systems and Languages Paper Award (1971)
Alan Smith ACM Fellows (2001)
Richard T Snodgrass Outstanding Contribution to ACM Award (2004)
ACM Fellows (1999)
Larry Snyder ACM Fellows (1995)
Divesh Srivastava ACM Fellows (2011)
Richard E Stearns ACM Fellows (1994)
ACM A. M. Turing Award (1993)
Ion Stoica ACM Fellows (2012)
ACM Doctoral Dissertation Award (2001)
Michael Stonebraker ACM A. M. Turing Award (2014)
ACM Fellows (1994)
ACM Software System Award (1988)
Dan Suciu ACM Fellows (2011)
S. Sudarshan ACM Fellows (2014)
Wang-Chiew Tan ACM Fellows (2015)
Val Tannen ACM Fellows (2013)
Robert E Tarjan ACM Paris Kanellakis Theory and Practice Award (1999)
ACM Fellows (1994)
ACM A. M. Turing Award (1986)
Robert W Taylor ACM Fellows (1994)
ACM Software System Award (1984)
Srikanta N Tirthapura ACM Senior Member (2009)
Frank Wm Tompa ACM Fellows (2010)
Irv Traiger ACM Fellows (1994)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
ACM Programming Systems and Languages Paper Award (1971)
Joseph Traub ACM Fellows (1994)
Jeffrey D Ullman ACM Karl V. Karlstrom Outstanding Educator Award (1997)
ACM Fellows (1995)
Patrick Valduriez ACM Fellows (2012)
Moshe Y Vardi ACM Presidential Award (2017)
Outstanding Contribution to ACM Award (2009)
ACM Presidential Award (2008)
ACM Paris Kanellakis Theory and Practice Award (2005)
ACM Fellows (2000)
Santosh Vempala ACM Fellows (2015)
Jeffrey S Vetter ACM Distinguished Member (2012)
ACM Gordon Bell Prize
Performance (2010)
Victor Vianu ACM Fellows (2006)
David S Warren ACM Fellows (2000)
Anthony I Wasserman ACM Fellows (1996)
Gerhard Weikum ACM Fellows (2005)
Mark Allen Weiss ACM Distinguished Member (2011)
Kyu-Young Whang ACM Fellows (2009)
Jennifer Widom ACM Athena Lecturer Award (2015)
ACM Fellows (2005)
Gio Wiederhold ACM Fellows (1995)
Marianne Winslett ACM Fellows (2006)
Ouri Wolfson ACM Fellows (2001)
Eugene Wong ACM Software System Award (1988)
Kesheng Wu ACM Distinguished Member (2010)
ACM Senior Member (2007)
Yang Xiang ACM Senior Member (2016)
Philip S Yu ACM Fellows (1997)

First Name Last Name Paper Counts
Ronald Fagin 13
Hector Garcia-Molina 13
Philip Bernstein 13
Yufei Tao 12
Wenfei Fan 10
Jeffrey Ullman 10
Richard Snodgrass 10
Phokion Kolaitis 10
Dan Suciu 9
Nathan Goodman 9
Wangchiew Tan 9
Eugene Wong 8
Minos Garofalakis 8
Christian Jensen 8
Hanan Samet 8
Dimitris Papadias 8
Sushil Jajodia 8
Victor Vianu 8
Michael Stonebraker 7
Clement Yu 7
Stefano Ceri 7
Don Batory 7
Meral Özsoyoğlu 7
Raghu Ramakrishnan 7
Graham Cormode 7
Serge Abiteboul 7
Hosagrahar Jagadish 7
Frank Neven 6
Luis Gravano 6
Jef Wijsen 6
Marcelo Arenas 6
Divesh Srivastava 6
Surajit Chaudhuri 6
David Dewitt 6
Leonid Libkin 6
Yannis Ioannidis 6
Yehoshua Sagiv 6
Nick Koudas 6
Alberto Mendelzon 6
Marianne Winslett 6
Carlo Zaniolo 6
Won Kim 6
Floris Geerts 6
VS Subrahmanian 6
Xuemin Lin 6
Michael Böhlen 6
Benny Kimelfeld 5
Lucian Popa 5
Sharad Mehrotra 5
David Maier 5
Ouri Wolfson 5
Rudolf Bayer 5
Alin Dobra 5
Susan Davidson 5
Veda Storey 5
Laks Lakshmanan 5
Amr El Abbadi 5
Gültekin Özsoyoglu 5
George Kollios 5
Nikos Mamoulis 5
Xiaokui Xiao 5
Stijn Vansummeren 5
Per Larson 5
Catriel Beeri 5
Dan Olteanu 5
David Shipman 5
Michael Franklin 5
Bengchin Ooi 5
Kotagiri Ramamohanarao 5
Joseph Hellerstein 5
Shibing Yao 5
Christopher Jermaine 5
Jennifer Widom 5
Ke Yi 4
Henry Korth 4
Philip YU 4
Manlung Yiu 4
Yinong Chen 4
Tiko Kameda 4
Christopher 4
David Lomet 4
Balder Cate 4
Stavros Christodoulakis 4
Arie Shoshani 4
Phillip Gibbons 4
Alan Fekete 4
Florin Rusu 4
Dimitrios Gunopulos 4
Paolo Ciaccia 4
Ziyang Liu 4
Shamkant Navathe 4
Raymond Ng 4
Wim Martens 4
Georg Gottlob 4
Mario Schkolnick 4
Peter Buneman 4
Nick Roussopoulos 4
Dennis Shasha 4
Jan Chomicki 4
Elke Rundensteiner 4
Pierre Bourhis 4
Dorothy Denning 4
Stanley Su 4
Sara Cohen 4
Kenneth Sevcik 4
Stefano Paraboschi 4
Michael Carey 4
Tova Milo 3
Thomas Schwentick 3
Panagiotis Ipeirotis 3
Eliezer Lozinskii 3
Romulo Gonçalves 3
Vijay Raghavan 3
Panos Kalnis 3
Sebastian Link 3
Luc Segoufin 3
Guy Lohman 3
Toshihide Ibaraki 3
Sergio Flesca 3
Peter Lockemann 3
Pierangela Samarati 3
Jorge Pérez 3
Marios Hadjieleftheriou 3
Marco Patella 3
Neoklis Polyzotis 3
Dmitri Kalashnikov 3
Esen Ozkarahan 3
Mankeung Siu 3
Miron Livny 3
Paolo Tiberio 3
Filippo Furfaro 3
Gustavo Alonso 3
Hamid Pirahesh 3
Gautam Das 3
Edwin Jacox 3
Yiping Ke 3
Oded Shmueli 3
Christoph Koch 3
Walid Aref 3
Martin Kersten 3
Raymond Lorie 3
Arnon Rosenthal 3
Edward Sciore 3
Markus Schneider 3
Piero Fraternali 3
James Rothnie 3
Krithi Ramamritham 3
Cheng Sheng 3
Samuel Madden 3
Yannis Papakonstantinou 3
Nicolas Bruno 3
Thomas Eiter 3
Gio Wiederhold 3
Jan Paredaens 3
Anastasia Ailamaki 3
Bettina Kemme 3
Kenneth Salem 3
Giuseppe Pelagatti 3
Richard Hull 3
Baihua Zheng 3
Wei Wang 3
Bernhard Seeger 3
Ben Shneiderman 3
Toon Calders 3
Ihab Ilyas 3
Arie Segev 3
Divyakant Agrawal 3
Dennis Severance 3
Bradford Wade 3
Gerhard Weikum 3
William Kent 3
Salvatore March 3
Bruce Lindsay 3
Chen Li 3
Pankaj Agarwal 3
Giorgio Ghelli 3
Leonid Libkin 3
James Cheng 3
Wilfred Ng 3
Jeffrey Vitter 3
Douglas Comer 3
Rakesh Agrawal 3
Jim Gray 3
Georgia Koutrika 3
Cyrus Shahabi 3
Sergey Melnik 3
Anthony Klug 3
Alfred Aho 3
Jeffreyxu Yu 3
Dario Colazzo 3
Goetz Graefe 3
Patrick Valduriez 3
Kevin Chang 3
Elena Baralis 3
David Stemple 3
K Lam 3
Dennis McLeod 3
Walter Burkhard 3
Kianlee Tan 3
Wiebren De Jonge 3
James Clifford 3
Debabrata Dey 3
John Robinson 3
Michael Benedikt 3
Qing Zhang 2
Ricardo Jiménez-Peris 2
Wei Wang 2
Alistair Moffat 2
Haran Boral 2
Gabriel Kuper 2
Jürg Nievergelt 2
Chuan Xiao 2
Mohamed Mokbel 2
Roger King 2
Arash Termehchy 2
Vivek Narasayya 2
Bettina Fazzinga 2
Ron Sacks-Davis 2
Michalis Potamias 2
Peter Franaszek 2
Jan Schlorer 2
Irving Traiger 2
Donald Chamberlin 2
Daniel Ries 2
Witold Litwin 2
Ralf Güting 2
Millist Vincent 2
Alexander Thomasian 2
Rainer Gemulla 2
Jiaheng Lu 2
S Muthukrishnan 2
Qiong Luo 2
Ken Smith 2
Shimin Chen 2
Heikki Mannila 2
Reinhard Pichler 2
Eric Clemons 2
Kyuyoung Whang 2
Randy Katz 2
Marc Graham 2
Claudio Sartori 2
Rong Zhang 2
Abraham Silberschatz 2
Ling Liu 2
Jianhua Feng 2
Christopher Reeve 2
Richard Brice 2
Takwoon Yan 2
Donald Kossmann 2
Victor Matos 2
Francis Chin 2
Michael Kifer 2
Edward, Chan 2
Shivnath Babu 2
C Mohan 2
Guido Moerkotte 2
Kyriacos Pavlou 2
Jan Bussche 2
John Mylopoulos 2
Alan Smith 2
Barron Housel 2
Ahmed Elmagarmid 2
Jan Van Den Bussche 2
Dirk Van Gucht 2
Haixun Wang 2
Nancy Lynch 2
Philip Lehman 2
Paul Sorenson 2
Marco Tagliasacchi 2
Evaggelia Pitoura 2
Robert Goldstein 2
Morton Astrahan 2
James Mehl 2
Michael Hammer 2
Peter Denning 2
Elisa Bertino 2
Gerome Miklau 2
Raymond Wong 2
Gao Cong 2
Diane Smith 2
Ting Deng 2
Ilaria Bartolini 2
Sakti Pramanik 2
Werner Nutt 2
Theo Härder 2
John Smith 2
Haodong Hu 2
Bingsheng He 2
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Zhiguo Gong 1
Efthymia Tsamoura 1
Panos Parchas 1
Jiamin Xiong 1
Ganglin Mai 1
George Valkanas 1
Apostolos Papadopoulos 1
Yu Cheng 1
Jignesh Patel 1
Allison Sauppé 1
Xiaofang Zhou 1
Chyuanshiun Lin 1
Gonzalo Diaz 1
Jérôme Siméon 1
Bengchin Ooi 1
Huahai Yang 1
Luigi Palopoli 1
Avigdor Gal 1
Hans Heller 1
Claude Delobel 1
Kazuhiko Ushio 1
Arun Majumdar 1
Rodney Topor 1
Luiz Tucherman 1
Francesca Cesarini 1
Feida Zhu 1
J Kincaid 1
A Babu 1
Rafiul Ahad 1
Gabriel Matsliach 1
Jinglie Dou 1
Theodore Johnson 1
Khaled Abdel-Ghaffar 1
Johannes Martin 1
Makoto Kizawa 1
Tetsuro Ito 1
Dimitris Kotzinos 1
David Miller 1
Ke Wang 1
Mário Nascimento 1
P Berra 1
ChatYu Lam 1
Domenica Sileo 1
Katja Losemann 1
Anish Sarma 1
Karl Unterauer 1
Alon Halevy 1
Andrés Letelier 1
Wojciech Ziarko 1
Yelena Yesha 1
Aravinda Sistla 1
Vincent Leroy 1
Randal Peters 1
Stefan Pappe 1
Shou Huang 1
Cheingmei Suen 1
Kenchih Liu 1
Magdalena Balazinska 1
Fabio Casati 1
Mohamed Sharaf 1
Chong Liew 1
Catharine Wyss 1
Dino Karabeg 1
Simonas Šaltenis 1
Ashraf Aboulnaga 1
Mehmet Nergiz 1
John Donovan 1
Arturas Mažeika 1
Mohammad Sadoghi 1
Alexander Brodsky 1
Wenjie Yuan 1
Zvi Kedem 1
Panagiotis Papapetrou 1
Shankar Sudaresan 1
Maria Fugini 1
David Wells 1
Masaaki Aoshima 1
Yoshio Izumida 1
Akifumi Makinouchi 1
Robert Trueblood 1
Giuseppe Castagna 1
Donatella Gubiani 1
Yi Lin 1
Wei Su 1
Frederick Lochovsky 1
Jing Du 1
Yu Huang 1
Nicholas Pippenger 1
H Strong 1
Sebastian Skritek 1
Loris D'Antoni 1
Linhong Zhu 1
Haixun Wang 1
Changkyu Kim 1
Eric Sedlar 1
Victor Lee 1
Frédéric Magniez 1
Alex Borgida 1
Heasoo Hwang 1
Kirk Pruhs 1
Verónica Dahl 1
Domenico Beneventano 1
Ivan Bowman 1
Mark Roth 1
Elizabeth O'Neil 1
Mindaugas Pelanis 1
Kurt Stockinger 1
Bogdan Cautis 1
Zhiping Zeng 1
Indrakshi Ray 1
Upen Chakravarthy 1
Leonidas Fegaras 1
Simin Pakzad 1
Myron Bright 1
Tao Chen 1
Jianzhong Li 1
Hans Schek 1
Partha Dasgupta 1
Miachel Meklanoff 1
Jay Banerjee 1
TokWang Ling 1
Frank Tompa 1
Robert Griffith 1
Umeshwar Dayal 1
Kapali Eswaran 1
Richard Fennell 1
Derick Wood 1
Anita Jones 1
Earl Sacerdoti 1
Daniel Sagalowicz 1
Kai Wong 1
Domenico Saccà 1
Arnold Rosenberg 1
Robert Taylor 1
Stewart Schuster 1
Nan Shu 1
Wolfgang Wohlleber 1
Michalis Vazirgiannis 1
Michael Palley 1
David Toman 1
Matthew Hecht 1
Shaul Dar 1
Waiyin Mok 1
Lars Bækgaard 1
Inderpal Mumick 1
Anil Nerode 1
Sanjeev Saluja 1
Stéphane Lafortune 1
Helen Thomas 1
Jun Zhang 1
Wolfgang May 1
Lothar Mackert 1
Freddang Ngoc 1
Grant Weddell 1
Victor Markowitz 1
Héctor Hernández 1
Aditya Saharia 1
Danièle Gardy 1
Duminda Wijesekera 1
Goce Trajcevski 1
Sabrina De Capitani Di Vimercati 1
Kun Ren 1
Ludger Becker 1
Ying Lu 1
Gao Cong 1
Anil Garg 1
Matthias Niewerth 1
Fabian Tschirschnitz 1

Affiliation Paper Counts
Universitat Pompeu Fabra 1
Griffith University 1
Public University of Navarrea 1
Alexandria University 1
Concordia University, Montreal 1
U.S. Army Research Laboratory 1
University of Belgrade 1
SAP AG 1
Free Universities of Brussels 1
Schlumberger Limited 1
Amdahl Corporation 1
General Research Corporation 1
Fujitsu Services Limited 1
Siemens USA 1
Universite Paris-Est 1
Niihama National College of Technology 1
King Abdullah University of Science and Technology 1
Academic College of Tel-Aviv - Yaffo 1
Computer Sciences Corp. 1
Zirve University 1
Communaute d'Universites et d'Etablissements Lille Nord de France 1
Hamad bin Khalifa University 1
INRIA Saclay 1
Specifications and Verification Laboratory 1
NYU Tandon School of Engineering 1
Facebook, Inc. 1
Justus Liebig University Giessen 1
University of Tubingen 1
Universite Charles de Gaulle Lille 3 1
Wichita State University 1
Parametric Technology Corporation 1
University of Science and Technology Beijing 1
Wright State University 1
The University of North Carolina at Greensboro 1
Agricultural University of Athens 1
LSI Corporation 1
University of L'Aquila 1
Memorial University of Newfoundland 1
Xerox Corporation 1
Chinese Academy of Sciences 1
James Cook University, Australia 1
Bucknell University 1
University of Liverpool 1
University of Toledo 1
University College London 1
University of Macau 1
Open University of Israel 1
University of Bari 1
University of Delaware 1
Tufts University 1
Bioinformatics Institute, A-Star, Singapore 1
Chongqing University 1
Andhra University 1
Universite Claude Bernard Lyon 1 1
University of California, San Francisco 1
University of Siegen 1
Southern Illinois University 1
University of Strathclyde 1
Shanghai Jiaotong University 1
The University of North Carolina at Chapel Hill 1
San Diego Supercomputer Center 1
University of Genoa 1
University of Tokyo 1
Tver State University 1
Nippon Telegraph and Telephone Corporation 1
University of Freiburg 1
Yantai University 1
University of Nebraska - Lincoln 1
Ben-Gurion University of the Negev 1
Stevens Institute of Technology 1
University of Hamburg 1
J.P. Morgan Chase & Co. 1
Siemens AG 1
Monmouth University 1
Queen's University Belfast 1
Universite de Versailles Saint-Quentin-en-Yvelines 1
Temple University 1
Baruch College 1
Institute of Computing Technology Chinese Academy of Sciences 1
Umea University 1
Panasonic Technologies, Inc. 1
Penn State Erie, The Behrend College 1
McMaster University 1
University of Nevada, Las Vegas 1
Illinois State University 1
North Dakota State University 1
Pohang University of Science and Technology 1
The Graduate Center 1
Miami University Oxford 1
Shanghai University of Finance and Economics 1
Federal University of Rio de Janeiro 1
Humboldt University of Berlin 1
NASA Langley Research Center 1
Emory University 1
University of Arkansas at Little Rock 1
University of Buenos Aires 1
Florida State University 1
New Mexico State University Las Cruces 1
Victoria University of Wellington 1
University of Amsterdam 1
University of Haifa 1
Courant Institute of Mathematical Sciences 1
IBM India Research Laboratory 1
Toyohashi University of Technology 1
Cleveland State University 1
University of Nebraska 1
University of Bergamo 1
Dongduk Women's University 1
NASA Goddard Space Flight Center 1
University of Michigan-Dearborn 1
Federal University of Rio Grande do Sul 1
La Trobe University 1
University of Missouri-Kansas City 1
University of Bonn 1
Old Dominion University 1
University of South Florida Tampa 1
Goethe University Frankfurt 1
Musashino Electrical Communication Lab 1
Technical University in Braunschweig 1
Bremen University 1
Tektronix Incorporated 1
Jet Propulsion Laboratory 1
University of Kansas 1
Silicon Graphics, Inc. 1
Linkoping University 1
Universite des Sciences et Technologies de Lille 1
University of Montreal 1
University of St. Thomas, Minnesota 1
University of Central Oklahoma 1
Washington University in St. Louis 1
Santa Clara University 1
University of Southern Maine 1
Institute of Computer Science of the Polish Academy of Sciences 1
Queensland University of Technology 1
Technical University of Darmstadt 1
Baylor University 1
Japan Advanced Institute of Science and Technology 1
Kobe University 1
BBN Technologies 1
Oakland University 1
Shibaura Institute of Technology 1
Roma Tre University 1
Brno University of Technology 1
Renmin University of China 1
Polytechnic University - Long Island Graduate Center 1
University of Louisiana at Lafayette 1
Abo Akademi University 1
University of Southern California, Information Sciences Institute 1
University of Tennessee, Knoxville 1
University of Stuttgart 1
Dalhousie University 1
University of Kentucky 1
Charles University 1
Oregon Health and Science University 1
Yahoo Research Barcelona 2
Universite Grenoble Alpes 2
IBM Toronto Software Lab 2
CSIRO Data61 2
Ecole Normale Superieure 2
University of Colorado at Boulder 2
University of Munster 2
Kansas State University 2
University of Johannesburg 2
Universite Pierre et Marie Curie 2
University of Crete 2
Institute for Infocomm Research, A-Star, Singapore 2
National Technical University of Athens 2
University of Salzburg 2
University of Modena and Reggio Emilia 2
North Carolina State University 2
Ecole Normale Superieure de Cachan 2
University of Minnesota System 2
University of Houston 2
City University of New York 2
Louisiana State University 2
University of Zagreb 2
Sabanci University 2
Birkbeck University of London 2
University of Vermont 2
University of Manitoba 2
Fudan University 2
The University of Western Ontario 2
Kyoto University 2
Technical University of Denmark 2
State University of New York at Albany 2
University of Zurich 2
Oregon State University 2
Indian Institute of Science, Bangalore 2
University of Passau 2
University of Tsukuba 2
Polish Academy of Sciences 2
Sun Microsystems 2
University of Saskatchewan 2
General Electric Company 2
University of Guelph 2
RWTH Aachen University 2
University of Heidelberg 2
University of New Brunswick 2
Florida Atlantic University 2
Athens University of Economics and Business 2
Leiden University 2
Federal Judicial Center 2
University of Louisville 2
University of Florence 2
University of Central Florida 2
Portland State University 2
University of Iowa 2
South China University of Technology 2
University of Konstanz 2
Northeastern University 2
Ludwig Maximilian University of Munich 2
Commonwealth Scientific and Industrial Research Organization 2
Syracuse University 2
Hiroshima University 2
Boston College 2
Indian Institute of Technology, Delhi 2
Eindhoven University of Technology 2
Saarland University 2
International Computer Science Institute 2
Institute of Computer Science Crete 2
Laboratoire Traitement et Communication de l'Information 2
IBM Deutschland GmbH 2
Nagoya University 3
McGill University 3
Zhejiang University 3
IBM Tokyo Research Laboratory 3
Iowa State University 3
University of Ioannina 3
Rice University 3
Universite Paris 7- Denis Diderot 3
University of Salerno 3
Northwestern University 3
CNRS Centre National de la Recherche Scientifique 3
Universite Paris Dauphine 3
University of Kaiserslautern 3
Istituto Di Calcolo E Reti Ad Alte Prestazioni, Rende 3
University of Ulm 3
University of Massachusetts System 3
Indian Institute of Technology, Bombay 3
University of Brescia 3
University of Trento 3
University of Wisconsin 3
University of Wisconsin Milwaukee 3
University of Twente 3
Basilicata University Potenza 3
Technical University of Clausthal 3
The University of Warwick 3
Catholic University of Leuven, Leuven 3
INRIA Futurs 3
Virginia Tech 3
Kent State University 3
University of Oklahoma 3
University of Roma La Sapienza 3
University of London 3
University of Massachusetts Lowell 3
Laboratoire de Recherche en Informatique 3
Hasso-Plattner-Institut fur Softwaresystemtechnik GmbH 3
IBM, Brasil 3
Max Planck Institute for Informatics 4
University of Michigan 4
George Washington University 4
Tel Aviv University 4
University of Auckland 4
Unisys Corporation 4
MIT Computer Science and Artificial Intelligence Laboratory 4
University of Mannheim 4
Brigham Young University 4
Hong Kong Polytechnic University 4
University of California , Merced 4
University of Mons-Hainaut 4
Polytechnic Institute of Turin 4
University of Turin 4
Georgia State University 4
Philipps-Universitat Marburg 4
Seoul National University 4
University of Warsaw 4
Bilkent University 4
Aristotle University of Thessaloniki 4
University of Bayreuth 4
University of Udine 4
Technical University of Madrid 4
University of California System 4
INRIA Rocquencourt 4
Microsoft Research Asia 4
Universite de Bordeaux 4
Aalto University 4
SRI International 5
Ohio State University 5
Universidad de Chile 5
Peking University 5
Florida International University 5
Southern Methodist University 5
University of Hagen 5
Sun Yat-Sen University 5
Italian National Research Council 5
Swiss Federal Institute of Technology, Zurich 5
University of Rochester 5
University of California, Riverside 5
University of Aarhus 5
Rutgers, The State University of New Jersey 5
Michigan State University 5
Northeastern University China 5
University at Buffalo, State University of New York 5
TU Dortmund University 5
Universite Libre de Bruxelles 6
Microelectronics Computer Technology Corporation 6
University of Helsinki 6
University of Texas at Arlington 6
Worcester Polytechnic Institute 6
Brown University 6
Center for Mathematics and Computer Science - Amsterdam 6
MITRE Corporation 6
Beihang University 6
AT&T Inc. 6
Hong Kong Baptist University 6
University of California, Davis 6
University of Pittsburgh 6
Carleton University 6
Singapore Management University 6
Harbin Institute of Technology 6
Indiana University 6
Technical University of Crete 6
University of Sydney 6
Swiss Federal Institute of Technology, Lausanne 6
University of Pisa 6
University of Athens 6
University of South Australia 6
Yahoo Research Labs 6
University of Illinois 7
Google Inc. 7
Vrije Universiteit Amsterdam 7
RMIT University 7
City University of Hong Kong 7
Georgia Institute of Technology 7
Hewlett-Packard Inc. 7
Ecoles polytechniques federales 7
Universite Paris-Sud XI 7
University of Utah 7
University of Regina 7
Fujitsu Ltd. 8
AT&T Laboratories Florham Park 8
University Michigan Ann Arbor 8
Pontificia Universidad Catolica de Chile 8
Korea Advanced Institute of Science & Technology 8
Intel Corporation 8
Intel Research Laboratories 8
Yale University 9
Lawrence Berkeley National Laboratory 9
Duke University 9
HP Labs 9
University of Antwerp 9
Microsoft Corporation 9
University of Queensland 9
Free University of Bozen-Bolzano 10
University of Texas at Austin 10
INRIA Institut National de Rechereche en Informatique et en Automatique 10
Stony Brook University 10
University of California, Santa Barbara 10
Karlsruhe Institute of Technology, Campus South 10
University of Minnesota Twin Cities 10
University of Milan 10
The University of Hong Kong 11
Nanyang Technological University 11
Technical University of Munich 11
Pennsylvania State University 11
Simon Fraser University 11
Arizona State University 11
Vienna University of Technology 12
IBM Research 12
Boston University 12
IBM, USA 12
Tsinghua University 12
Hebrew University of Jerusalem 13
The University of British Columbia 13
Technion - Israel Institute of Technology 13
University of Calabria 13
Case Western Reserve University 14
University of Melbourne 14
Carnegie Mellon University 14
University of Bologna 14
George Mason University 14
University of Massachusetts Amherst 15
Oracle Corporation 15
Cornell University 16
University of Alberta 16
University of Illinois at Chicago 16
University of California, Los Angeles 16
Aalborg University 16
New York University 17
Harvard University 17
University of Illinois at Urbana-Champaign 18
National University of Singapore 18
Columbia University 18
University of California, Irvine 18
University of Southern California 19
Princeton University 19
Hasselt University 19
University of Pennsylvania 20
Microsoft Research 21
University of California, Santa Cruz 21
Chinese University of Hong Kong 21
Massachusetts Institute of Technology 22
University of Arizona 22
University of Washington, Seattle 22
University of New South Wales 22
University of California, San Diego 23
University of Oxford 23
Nokia Bell Labs 25
Purdue University 27
University of Edinburgh 28
University of Waterloo 28
IBM Thomas J. Watson Research Center 30
University of Wisconsin Madison 32
Politecnico di Milano 34
University of Florida 37
University of Toronto 38
University of California, Berkeley 44
University of Maryland 44
Hong Kong University of Science and Technology 46
Stanford University 51
IBM Almaden Research Center 98

ACM Transactions on Database Systems (TODS) - Invited Paper from SIGMOD 2016, Invited Paper from PODS 2016, Invited Paper from ICDT 2016 and Regular Papers
Archive


2017
Volume 42 Issue 4, November 2017 Invited Paper from SIGMOD 2016, Invited Paper from PODS 2016, Invited Paper from ICDT 2016 and Regular Papers
Volume 42 Issue 3, August 2017 Invited Paper from SIGMOD 2015, Invited Paper from PODS 2015, Regular Papers and Technical Correspondence
Volume 42 Issue 2, June 2017 Invited Paper from SIGMOD 2015, Invited Paper from PODS 2015 and Regular Papers
Volume 42 Issue 1, March 2017 Invited Paper from ICDT 2014, Invited Paper from EDBT 2015, Regular Papers and Technical Correspondence

2016
Volume 41 Issue 4, December 2016 Invited Paper from EDBT 2015, Invited Paper from PODS 2015 and Regular Papers
Volume 41 Issue 3, August 2016
Volume 41 Issue 2, June 2016 Invited Paper from SIGMOD 2014 and Regular Papers
Volume 41 Issue 1, April 2016 Invited Paper from ICDT 2015, SIGMOD 2014, EDBT 2014 and Regular Papers
Volume 40 Issue 4, February 2016 Special Issue: Invited 2014 PODS and EDBT Revised Articles

2015
Volume 40 Issue 3, October 2015
Volume 40 Issue 2, June 2015
Volume 40 Issue 1, March 2015

2014
Volume 39 Issue 4, December 2014 Invited Articles Issue, SIGMOD 2013, PODS 2013 and ICDT 2013
Volume 39 Issue 3, September 2014
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Volume 39 Issue 1, January 2014

2013
Volume 38 Issue 4, November 2013 Invited papers issue
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Volume 38 Issue 1, April 2013

2012
Volume 37 Issue 4, December 2012
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Volume 37 Issue 1, February 2012

2011
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2010
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2009
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Volume 34 Issue 1, April 2009

2008
Volume 33 Issue 4, November 2008
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Volume 33 Issue 1, March 2008

2007
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Volume 32 Issue 1, March 2007

2006
Volume 31 Issue 4, December 2006
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2005
Volume 30 Issue 4, December 2005 Special Issue: SIGMOD/PODS 2004
Volume 30 Issue 3, September 2005
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Volume 30 Issue 1, March 2005 Special Issue: SIGMOD/PODS 2003

2004
Volume 29 Issue 4, December 2004
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Volume 29 Issue 1, March 2004

2003
Volume 28 Issue 4, December 2003
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Volume 28 Issue 2, June 2003
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2002
Volume 27 Issue 4, December 2002
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2001
Volume 26 Issue 4, December 2001
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Volume 26 Issue 2, June 2001
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2000
Volume 25 Issue 4, Dec. 2000
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Volume 25 Issue 1, March 2000

1999
Volume 24 Issue 4, Dec. 1999
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Volume 24 Issue 2, June 1999
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1998
Volume 23 Issue 4, Dec. 1998
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1997
Volume 22 Issue 4, Dec. 1997
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Volume 22 Issue 2, June 1997
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1996
Volume 21 Issue 4, Dec. 1996
Volume 21 Issue 3, Sept. 1996
Volume 21 Issue 2, June 1996
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1995
Volume 20 Issue 4, Dec. 1995
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1994
Volume 19 Issue 4, Dec. 1994
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1993
Volume 18 Issue 4, Dec. 1993
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1992
Volume 17 Issue 4, Dec. 1992
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Volume 17 Issue 2, June 1992
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1991
Volume 16 Issue 4, Dec. 1991
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Volume 16 Issue 2, June 1991
Volume 16 Issue 1, March 1991

1990
Volume 15 Issue 4, Dec. 1990
Volume 15 Issue 3, Sept. 1990
Volume 15 Issue 2, June 1990
Volume 15 Issue 1, March 1990

1989
Volume 14 Issue 4, Dec. 1989
Volume 14 Issue 3, Sept. 1989
Volume 14 Issue 2, June 1989
Volume 14 Issue 1, March 1989

1988
Volume 13 Issue 4, Dec. 1988
Volume 13 Issue 3, Sept. 1988
Volume 13 Issue 2, June 1988
Volume 13 Issue 1, March 1988

1987
Volume 12 Issue 4, Dec. 1987
Volume 12 Issue 3, Sept. 1987
Volume 12 Issue 2, June 1987
Volume 12 Issue 1, March 1987

1986
Volume 11 Issue 4, Dec. 1986
Volume 11 Issue 3, Sept. 1986
Volume 11 Issue 2, June 1986
Volume 11 Issue 1, March 1986

1985
Volume 10 Issue 4, Dec. 1985
Volume 10 Issue 3, Sept. 1985
Volume 10 Issue 2, June 1985
Volume 10 Issue 1, March 1985

1984
Volume 9 Issue 4, Dec. 1984
Volume 9 Issue 3, Sept. 1984
Volume 9 Issue 2, June 1984
Volume 9 Issue 1, March 1984

1983
Volume 8 Issue 4, Dec. 1983
Volume 8 Issue 3, Sept. 1983
Volume 8 Issue 2, June 1983
Volume 8 Issue 1, March 1983

1982
Volume 7 Issue 4, Dec. 1982
Volume 7 Issue 3, Sept. 1982
Volume 7 Issue 2, June 1982
Volume 7 Issue 1, March 1982

1981
Volume 6 Issue 4, Dec. 1981
Volume 6 Issue 3, Sept. 1981
Volume 6 Issue 2, June 1981
Volume 6 Issue 1, March 1981

1980
Volume 5 Issue 4, Dec. 1980
Volume 5 Issue 3, Sept. 1980
Volume 5 Issue 2, June 1980
Volume 5 Issue 1, March 1980

1979
Volume 4 Issue 4, Dec. 1979
Volume 4 Issue 3, Sept. 1979
Volume 4 Issue 2, June 1979
Volume 4 Issue 1, March 1979

1978
Volume 3 Issue 4, Dec. 1978
Volume 3 Issue 3, Sept. 1978
Volume 3 Issue 2, June 1978
Volume 3 Issue 1, March 1978

1977
Volume 2 Issue 4, Dec. 1977
Volume 2 Issue 3, Sept. 1977
Volume 2 Issue 2, June 1977
Volume 2 Issue 1, March 1977

1976
Volume 1 Issue 4, Dec. 1976
Volume 1 Issue 3, Sept. 1976
Volume 1 Issue 2, June 1976
Volume 1 Issue 1, March 1976 Special issue: papers from the international conference on very large data bases: September 22–24, 1975, Framingham, MA
 
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