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On the Hardness and Approximation of Euclidean DBSCAN

DBSCAN is a method proposed in 1996 for clustering multi-dimensional points, and has received extensive applications. Its computational hardness is... (more)

BonXai

While the migration from DTD to XML Schema was driven by a need for increased expressivity and flexibility, the latter was also significantly more complex to use and understand. Whereas DTDs are characterized by their simplicity, XML Schema Documents are notoriously difficult. In this article, we introduce the XML specification language BonXai,... (more)

Efficient SimRank-Based Similarity Join

Graphs have been widely used to model complex data in many real-world applications. Answering vertex join queries over large graphs is meaningful and interesting, which can benefit friend recommendation in social networks and link prediction, and so on. In this article, we adopt “SimRank” [13] to evaluate the similarity between two... (more)

Query Nesting, Assignment, and Aggregation in SPARQL 1.1

Answering aggregate queries is a key requirement of emerging applications of Semantic Technologies, such as data warehousing, business intelligence,... (more)

Detecting Inclusion Dependencies on Very Many Tables

Detecting inclusion dependencies, the prerequisite of foreign keys, in relational data is a challenging task. Detecting them among the hundreds of... (more)

DBSCAN Revisited, Revisited

At SIGMOD 2015, an article was presented with the title “DBSCAN Revisited: Mis-Claim, Un-Fixability, and Approximation” that won the conference’s best paper award. In this technical correspondence, we want to point out some inaccuracies in the way DBSCAN was represented, and why the criticism should have been directed at the... (more)

NEWS

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.

Changes to the TODS Editorial Board

As of January 1, 2016, five Associate Editors, Wenfei Fan, Chris Jermaine, Tova Milo, Lucian Popa, and Divesh Srivastava, ended their terms, having served on the editorial board for six, or between six and seven, 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 five new Associate Editors have joined the editorial board: Marcelo Arenas, Gao Cong, Torsten Grust, Peter Haas, and Wim Martens.

Please read more here.

Forthcoming Articles
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 under fault, which are often extremely difficult to debug. This raises significant challenges for distributed system architects and developers. In this paper we present Crow, a cross-platform program analysis framework that (a) identifies program locations that require coordination to ensure consistent executions, and (b) automatically synthesizes application-specific coordination code that can significantly outperform general-purpose techniques. We present two case studies, one using annotated programs in the Twitter Storm system, and another using the Bloom declarative language.

ANONSYS: 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 goal 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 effectively handle the publication of high-dimensional data. In particular, when the input dataset contains a large number of attributes, existing methods require injecting a prohibitive amount of noise compared to the signal in the data, which renders the published data next to useless. To address the deficiency of the existing methods, this paper presents ANONSYS, a differentially private method for releasing high-dimensional data. Given a dataset D, ANONSYS first constructs a Bayesian network N, which (i) provides a succinct model of the correlations among the attributes in D and (ii) allows us to approximate the distribution of data in D using a set P of low-dimensional marginals of D. After that, ANONSYS injects noise into each marginal in P to ensure differential privacy, and then uses the noisy marginals and the Bayesian network to construct an approximation of the data distribution in D. Finally, ANONSYS samples tuples from the approximate distribution to construct a synthetic dataset, and then releases the synthetic data. Intuitively, ANONSYS circumvents the curse of dimensionality, as it injects noise into the low-dimensional marginals in P instead of the high-dimensional dataset D. Private construction of Bayesian networks turns out to be significantly challenging, and we introduce a novel approach that uses a surrogate function for mutual information to build the model more accurately. We experimentally evaluate ANONSYS on real data, and demonstrate that it significantly outperforms existing solutions in terms of accuracy.

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 query languages like datalog (SociaLite) or SQL (Grail). High-level engines are easier to use but are orders of magnitude slower than the low-level graph engines. We present Emp- tyHeaded, a high-level engine that supports a rich datalog-like query language and achieves performance comparable to that of low-level engines. At the core of EmptyHeadeds design is a new class of join algorithms that satisfy strong theoretical guarantees, but have thus far not achieved performance comparable to that of specialized graph processing engines. To achieve high performance, EmptyHeaded introduces a new join engine architecture, including a novel query optimizer and execution engine that leverage single-instruction multiple data (SIMD) parallelism. With this architecture, EmptyHeaded outperforms high-level approaches by up to three orders of magnitude on graph pattern queries, PageRank, and Single-Source Shortest Paths (SSSP) and is an order of magnitude faster than many low-level baselines. We validate that EmptyHeaded competes with the best-of-breed low-level engine (Galois), achieving comparable performance on PageRank and at most 3x worse performance on SSSP. Finally, we show that the EmptyHeaded design can easily be extended to accommodate a standard resource description framework (RDF) workload, the LUBM bench- mark. On the LUBM benchmark, we show that EmptyHeaded can compete with and sometimes outperform two high-level, but specialized RDF baselines (TripleBit and RDF-3X), while outperforming MonetDB by up to by three orders of magnitude and LogicBlox by up by two orders of magnitude.

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

When querying an 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 complexity of the evaluation problem, and its closed-world semantics is in conflict with the underlying open-world semantics of RDF. Many approaches for fixing such problems have been proposed, being the most prominent the introduction of the semantic notion of weakly-monotone SPARQL query. Weakly-monotone SPARQL queries have shaped the class of queries that conform to the open-world semantics of RDF. Unfortunately, finding an effective way of restricting SPARQL to the fragment of weakly-monotone queries has proven to be an elusive problem. In practice, the most widely adopted fragment for writing SPARQL queries is based on the syntactic notion of well designedness. This notion has proven to be a good approach for writing SPARQL queries, but its expressive power has yet to be fully understood. The starting point of this paper is to understand the relation between well-designed queries and the semantic notion of weak monotonicity. It is known that every well-designed SPARQL query is weakly monotone; as our first contribution we prove that the converse does not hold, even if an extension of this notion based on the use of disjunction is considered. Given this negative result, we embark on the task of defining syntactic fragments that are weakly-monotone, and have higher expressive power than the fragment of well-designed queries. To this end, we move to a more general scenario where infinite RDF graphs are also allowed, so that interpolation techniques studied for first-order logic can be applied. With the use of these techniques, we are able to define a new operator for SPARQL that gives rise to a query language with the desired properties (over finite and infinite RDF graphs). It should be noticed that every query in this fragment is weakly monotone if we restrict to the case of finite RDF graphs. Moreover, we use this result to provide a simple characterization of the class of monotone CONSTRUCT queries, that is, the class of SPARQL queries that produce RDF graphs as output. Finally, we pinpoint the complexity of the evaluation problem for the query languages identified in the paper.

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 applications make use of REs extended with interleaving (shuffle) and unordered concatenation operators, this extension badly affects the complexity of basic operations, and, especially, makes membership NP-hard, which is unacceptable in most practical scenarios. In this paper we study the problem of membership checking for a restricted class of these extended REs, called conflict-free REs, which are expressive enough to cover the vast majority of real-world applications. We present several polynomial algorithms for membership checking over conflict-free REs. The algorithms are all polynomial and differs in terms of adopted optimisation techniques, and in the kind of supported operators. As a particular application, we generalise the approach in order to check membership of XML trees into a class of EDTDs which models the crucial aspects of DTDs and XSD schemas. Results about an extensive experimental analysis validate the efficiency of the presented membership checking techniques.

Declarative Probabilistic Programming with Datalog

Probabilistic programming languages are used for developing statistical models, and they typically consist of two components: a specification of a stochastic process (the prior), and a specification of observations that restrict the probability space to a conditional subspace (the posterior). Use cases of such formalisms include the development of algorithms in machine learning and artificial intelligence. We propose and investigate an extension of Datalog for specifying statistical models, and establish a declarative probabilistic- programming paradigm over databases. Our proposed extension provides convenient mechanisms to include common numerical probability functions; in particular, conclusions of rules may contain values drawn from such functions. The semantics of a program is a probability distribution over the possible outcomes of the input database with respect to the program. Observations are naturally incorporated by means of integrity constraints over the extensional and intensional relations. The resulting semantics is robust under different chases and invariant to rewritings that preserve logical equivalence.

Bibliometrics

Publication Years 1976-2017
Publication Count 953
Citation Count 31682
Available for Download 953
Downloads (6 weeks) 3737
Downloads (12 Months) 33183
Downloads (cumulative) 812749
Average downloads per article 853
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 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 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 B 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 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)
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
Serge Abiteboul 7
Hosagrahar Jagadish 7
Nick Koudas 6
Yehoshua Sagiv 6
Marianne Winslett 6
Carlo Zaniolo 6
Won Kim 6
Floris Geerts 6
Graham Cormode 6
VS Subrahmanian 6
Xuemin Lin 6
Luis Gravano 6
Frank Neven 6
Michael Böhlen 6
Jef Wijsen 6
Surajit Chaudhuri 6
David Dewitt 6
Leonid Libkin 6
Yannis Ioannidis 6
Alberto Mendelzon 6
George Kollios 5
Sharad Mehrotra 5
Jennifer Widom 5
Ouri Wolfson 5
Rudolf Bayer 5
Alin Dobra 5
Susan Davidson 5
Veda Storey 5
Marcelo Arenas 5
Divesh Srivastava 5
Laks Lakshmanan 5
Amr El Abbadi 5
Gültekin Özsoyoglu 5
Nikos Mamoulis 5
Stijn Vansummeren 5
Per Larson 5
Catriel Beeri 5
David Shipman 5
Michael Franklin 5
Bengchin Ooi 5
Kotagiri Ramamohanarao 5
Shibing Yao 5
Christopher Jermaine 5
Lucian Popa 5
Benny Kimelfeld 4
Ke Yi 4
Henry Korth 4
David Maier 4
Philip YU 4
Manlung Yiu 4
Yinong Chen 4
Tiko Kameda 4
David Lomet 4
Stavros Christodoulakis 4
Arie Shoshani 4
Phillip Gibbons 4
Alan Fekete 4
Dimitrios Gunopulos 4
Florin Rusu 4
Paolo Ciaccia 4
Ziyang Liu 4
Xiaokui Xiao 4
Wim Martens 4
Raymond Ng 4
Shamkant Navathe 4
Georg Gottlob 4
Mario Schkolnick 4
Dan Olteanu 4
Peter Buneman 4
Nick Roussopoulos 4
Dennis Shasha 4
Jan Chomicki 4
Joseph Hellerstein 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
Esen Ozkarahan 3
Dmitri Kalashnikov 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
William Kent 3
Salvatore March 3
Gerhard Weikum 3
Bruce Lindsay 3
Chen Li 3
Pankaj Agarwal 3
Leonid Libkin 3
James Cheng 3
Wilfred Ng 3
Jeffrey Vitter 3
Douglas Comer 3
Jim Gray 3
Rakesh Agrawal 3
Christopher 3
Georgia Koutrika 3
Cyrus Shahabi 3
Sergey Melnik 3
Anthony Klug 3
Alfred Aho 3
Jeffreyxu Yu 3
Goetz Graefe 3
Patrick Valduriez 3
Balder Cate 3
Kevin Chang 3
Elena Baralis 3
David Stemple 3
Dennis McLeod 3
K Lam 3
Walter Burkhard 3
Kianlee Tan 3
James Clifford 3
Wiebren De Jonge 3
Debabrata Dey 3
John Robinson 3
Michael Benedikt 3
Weidong Chen 2
Yannis Manolopoulos 2
Claudio Gutiérrez 2
Alexander Markowetz 2
Yaacov Weiss 2
Alin Deutsch 2
Yidong Yuan 2
Jian Pei 2
Nicolas Spyratos 2
Liyan Yuan 2
Sven Hartmann 2
Mark Levene 2
Gísli Hjaltason 2
Zhewei Wei 2
Pierre Senellart 2
Sonia Bergamaschi 2
Nikolaus Augsten 2
Panagiotis Karras 2
George Loizou 2
Justin Zobel 2
Jens Teubner 2
Reind Van De Riet 2
Amit Kumar 2
Fei Xu 2
Curtis Dyreson 2
Michael Siegel 2
Rabia Nuray-Turan 2
Letizia Tanca 2
Antonios Deligiannakis 2
Giovanni Sacco 2
Sudeepa Roy 2
Sławek Staworko 2
MingXi Wu 2
Feifei Li 2
Andrew McGregor 2
Yin Yang 2
Jun Yang 2
Giorgio Ghelli 2
James Cheney 2
Michael Bender 2
Assaf Schuster 2
Ron Obermarck 2
E Babb 2
Marco Casanova 2
Calvin Gotlieb 2
Jiawei Han 2
Torsten Grust 2
Patricia Griffiths 2
Maurice Herlihy 2
Kyriakos Mouratidis 2
Mauro Negri 2
Debra Vandermeer 2
Ting Yu 2
Guoliang Li 2
Davide Martinenghi 2
Claudio Bettini 2
Xiaolei Qian 2
Peter Wood 2
Val Tannen 2
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Ashok Malhotra 1
Ahmed Emam 1
Chris Date 1
Scott Hudson 1
José Blakeley 1
Yossi Matias 1
Andrew Witkowski 1
Kaisang Leung 1
Åsa Hagström 1
Chengfei Liu 1
Jiann Jou 1
Srikanta Tirthapura 1
Alexander Thomson 1
Peter Schwarz 1
Katsumi Tanaka 1
Shikuo Chang 1
Greg Speegle 1
Robert Snapp 1
Byungsuk Lee 1
Sudip Roy 1
Gabriel Bender 1
Shuai Ma 1
Yang Cao 1
Martín Ugarte 1
Ivana źarko 1
Siddhartha Sen 1
Robert Tarjan 1
Dimitra Papadimitriou 1
Patrick Wanko 1
Daniel Kifer 1
Yannis Velegrakis 1
Mahmoud Khamis 1
Atri Rudra 1
Mithila Nagendra 1
Ganzhao Yuan 1
Xin Cao 1
Elaheh Pourabbas 1
Sofya Raskhodnikova 1
Adam Smith 1
Feng Shao 1
Peter Bailis 1
Ali Ghodsi 1
Gabriele Puppis 1
Bradley Kuszmaul 1
Christian Böhm 1
Carlo Meghini 1
Stéphane Grumbach 1
Sihem Amer-Yahia 1
T Heaven 1
Bernd Amann 1
Meichun Hsu 1
B Badrinath 1
Junhu Wang 1
Zhen He 1
Łucja Kot 1
Marina Drosou 1
Manos Athanassoulis 1
Gernot Heiser 1
Jianlin Feng 1
Krešimir Pripužić 1
Frank Wolter 1
Xiaocheng Hu 1
Chao Li 1
Michael Morak 1
Yanwei Yu 1
Sofian Maabout 1
Ali Vakilian 1
Fereidoon Sadri 1
Francesco Giunta 1
François Llirbat 1
Dongwan Choi 1
Rui Zhang 1
Martin Stradling 1
Norman May 1
Quoccuong To 1
Sabah Currim 1
Bas Ketsman 1
Daniel Zinn 1
Harry Wijshoff 1
Shuo Shang 1
C Deobel 1
J Metzger 1
Daniel Keren 1
Jeffrey Considine 1
Fabrizio Angiulli 1
Fabian Tschirschnitz 1
Felix Naumann 1
Matthias Niewerth 1
Erich Schubert 1
T Addis 1
Amarnath Gupta 1
Abdullah Al-Hamdani 1
You Wu 1
Rui Zhang 1
Bin Wang 1
Nan Zhang 1
Zhiguo Gong 1
Efthymia Tsamoura 1
George Valkanas 1
Apostolos Papadopoulos 1
Panos Parchas 1
Jiamin Xiong 1
Ganglin Mai 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
Lei Chen 1
Junhao Gan 1
Avigdor Gal 1
Arun Majumdar 1
Rafiul Ahad 1
Rodney Topor 1
Luiz Tucherman 1
Francesca Cesarini 1
Hans Heller 1
Claude Delobel 1
Kazuhiko Ushio 1
J Kincaid 1
A Babu 1
Feida Zhu 1
Masaaki Aoshima 1
Yoshio Izumida 1
Akifumi Makinouchi 1
Gabriel Matsliach 1
Giuseppe Castagna 1
Robert Trueblood 1
Donatella Gubiani 1
Yi Lin 1
Wei Su 1
David Wells 1
Giovanni Soda 1
Ariel Fuxman 1
Antonio Badia 1
Santosh Vempala 1
Martin Strauss 1
Theodore Johnson 1
Khaled Abdel-Ghaffar 1
Dimitris Kotzinos 1
Konstantin Makarychev 1
Jinglie Dou 1
Makoto Kizawa 1
Tetsuro Ito 1
Johannes Martin 1
David Miller 1
Ke Wang 1
Mário Nascimento 1
P Berra 1
Karl Unterauer 1
Domenica Sileo 1
Katja Losemann 1
ChatYu Lam 1
Andrés Letelier 1
Wojciech Ziarko 1
Alon Halevy 1
Vincent Leroy 1
Randal Peters 1
Yelena Yesha 1
Aravinda Sistla 1
Anish Sarma 1
Fabio Casati 1
Shou Huang 1
Cheingmei Suen 1
Kenchih Liu 1
Magdalena Balazinska 1
Stefan Pappe 1
Mohamed Sharaf 1
Chong Liew 1
Catharine Wyss 1
Dino Karabeg 1
Simonas Šaltenis 1
Ashraf Aboulnaga 1
Arturas Mažeika 1
Mohammad Sadoghi 1
Alexander Brodsky 1

Affiliation Paper Counts
Miami University Oxford 1
Shanghai University of Finance and Economics 1
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
Oregon Health and Science University 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
Portland State University 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
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
Polytechnic University - Brooklyn 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
Laboratoire Traitement et Communication de l'Information 2
IBM Deutschland GmbH 2
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
Universite Paris Dauphine 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 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
Basilicata University Potenza 2
University of Florence 2
The University of Warwick 2
University of Central Florida 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
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
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
Technical University of Clausthal 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
Universite Libre de Bruxelles 5
SRI International 5
Ohio State University 5
Google Inc. 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 Pisa 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
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 Athens 6
University of South Australia 6
Yahoo Research Labs 6
University of Illinois 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
Pontificia Universidad Catolica de Chile 7
University of Regina 7
Fujitsu Ltd. 8
AT&T Laboratories Florham Park 8
University Michigan Ann Arbor 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
Nanyang Technological University 10
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
Pennsylvania State University 11
Arizona State University 11
The University of Hong Kong 11
Simon Fraser University 11
Technical University of Munich 11
IBM Research 12
Vienna University of Technology 12
Boston University 12
IBM, USA 12
Technion - Israel Institute of Technology 12
Tsinghua University 12
Hebrew University of Jerusalem 13
The University of British Columbia 13
University of Calabria 13
Case Western Reserve University 14
George Mason University 14
University of Melbourne 14
Carnegie Mellon University 14
University of Bologna 14
University of Massachusetts Amherst 15
Oracle Corporation 15
Cornell University 16
Aalborg University 16
University of California, Los Angeles 16
University of Illinois at Chicago 16
University of Alberta 16
Harvard University 17
New York University 17
University of Illinois at Urbana-Champaign 18
University of California, Irvine 18
National University of Singapore 18
Columbia University 18
Princeton University 19
Hasselt University 19
University of Southern California 19
University of Pennsylvania 20
University of California, Santa Cruz 20
Chinese University of Hong Kong 21
Microsoft Research 21
University of Arizona 22
University of Washington, Seattle 22
University of Oxford 22
University of New South Wales 22
University of California, San Diego 23
Massachusetts Institute of Technology 24
Nokia Bell Labs 25
Purdue University 27
University of Waterloo 28
University of Edinburgh 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 42
University of Maryland 44
Stanford University 45
Hong Kong University of Science and Technology 46
IBM Almaden Research Center 98

ACM Transactions on Database Systems (TODS) - Invited Paper from SIGMOD 2015, Invited Paper from PODS 2015, Regular Papers and Technical Correspondence
Archive


2017
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
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2011
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2010
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2009
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2008
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2007
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2006
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2005
Volume 30 Issue 4, December 2005 Special Issue: SIGMOD/PODS 2004
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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 1, March 2003

2002
Volume 27 Issue 4, December 2002
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Volume 27 Issue 2, June 2002
Volume 27 Issue 1, March 2002

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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1999
Volume 24 Issue 4, Dec. 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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1996
Volume 21 Issue 4, Dec. 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
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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
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Volume 13 Issue 2, June 1988
Volume 13 Issue 1, March 1988

1987
Volume 12 Issue 4, Dec. 1987
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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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