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ACM PODS Alberto O. Mendelzon Test-of-Time Award

Alberto O. Mendelzon was an international leader in the principles of database systems. His pioneering work on database dependencies has been influential in both the theory and practice of data management. His work has inspired research and practice in database design, query processing, and data integration. He made fundamental contributions in the areas of graphical and visual query languages, knowledge-base systems, and online-analytic processing. His work has provided the foundation for languages used to search web data. The volume of these applications is a testament to the truly foundational nature of his results.

Mendelzon was a Professor of Computer Science at the University of Toronto and a Fellow of the Royal Society of Canada. He was selected by the top organizations in database research to chair or co-chair ten program committees of major conferences that span the entire spectrum of database research, from theory (including PODS), to systems (for example, VLDB), to emerging areas (for example, the WWW conference). Mendelzon served as General Chair of the PODS conference from 1997 to 1999. In addition to being a leader of the database community, Mendelzon was an outstanding educator, who guided the research of 19 doctoral students and of numerous postdoctoral fellows until he passed away in June 2005.

The ACM PODS Alberto O. Mendelzon Test-of-Time Award was established in 2007 and was awarded for the first time in 2008. It is awarded every year to a paper or a small number of papers published in the PODS proceedings ten years prior that had the most impact in terms of research, methodology, or transfer to practice over the intervening decade. Each year, the winner(s) of the ACM PODS Alberto O. Mendelzon Test-of-Time Award receive plaques and the sum of $1,000 (divided equally among the winners, if more than one). The award is funded by a generous gift from IBM.


Recipients ACM PODS Alberto O. Mendelzon Test-of-Time Award:



The 2012 Award Committee consisted of Richard Hull, Phokion G. Kolaitis, and Dirk Van Gucht and decided to award the following paper from the 2002 PODS proceedings:
  • Gerome Miklau and Dan Suciu. Containment and Equivalence for an XPath Fragment.

    The paper studied static analysis problems for XPath, a query language at the core of processing XML documents and XML document databases. XPath, an important paradigm of a query language for semi-structured data, is designed with tree-navigation in mind and supports such navigation along three axes: ancestor-descendant, branching, and wildcards. In this paper, Miklau and Suciu established that if all three axes are allowed, then the query containment problem for XPath queries is coNP-complete. Furthermore, this intractability persists even when certain tight bounds on the number of wildcards and the number of branches are imposed. These results shed light on the boundary between tractability and intractability for XPath query containment, since it was previously known that the containment problem was solvable in polynomial time for XPath queries in which any two of the three axes are allowed. Both the paper in the PODS 2002 proceedings and its subsequent full version in the Journal of the Association for Computing Machinery have received hundreds of citations each. Moreover, this work initiated a fruitful line of research on the static analysis of XML query languages that brought together researchers from database theory and automata theory.


The 2011 Award Committee consisted of Peter Buneman, Meral Ozsoyoglu, and Jianwen Su and decided to award the following paper from the 2001 PODS proceedings:
  • Ronald Fagin, Amnon Lotem, and Moni Naor. Optimal Aggregation Algorithms for Middleware.

    The paper investigates a very important problem that originates in multimedia databases: Given a set of objects with grades (rankings) on many attributes, find the objects with the best overall combined grades under some monotone combining function such as min or average. The paper presents a very simple algorithm, called Threshold Algorithm, and proves that it is essentially optimal (in finding the best overall grades) for all monotone functions and over every database. Furthermore, the algorithm only requires a small constant-size buffer. The paper also gives adaptation of the algorithm for situations such as no random accesses. The Threshold Algorithm has been used in a wide range of applications where the problem naturally occurs, from databases with traditional and non-traditional types of data (music, video, text, uncertain data, etc.) to social networks, sensor networks, etc. The paper is among the most highly cited papers in PODS 2001, and perhaps all time.

    The paper has clearly had a major influence on the database and other research communities. Hence, the committee found it to be entirely worthy of this Award.



    The 2010 Award Commitee consisted of Phokion G. Kolaitis and Jianwen Su and decided to award the following papers from the 2000 PODS proceedings:
    • Tova Milo, Dan Suciu, and Victor Vianu. Typechecking for XML Transformers.

      The paper studied the problem of checking whether or not an XML transformation (e.g., specified in XSLT and in other languages) is well typed: for every input document of a given DTD, the result document always conforms to another specified DTD. The problem is essential for manipulating XML documents. The main result of the paper is that the problem is decidable. A key ingredient in obtaining this result was the introduction and study of a new tree-transducer model with pebbles that serves as an abstraction of XML transformations.
    • Wenfei Fan and Jerome Simeon. Integrity Constraints for XML.

      The paper investigated integrity constraints for XML DTDs, including keys, foreign keys, inverse constraints, and inclusion dependencies. The technical results concern the implication and finite implication problems for the constraints. Clearly, integrity constraints and, in particular, the types studied in this paper, are an essential part of XML data modeling in a variety of contexts, including data management and software engineering. The undecidability, decidability, and complexity results provide a guidance and basis for dealing with integrity constraints in practice.


    Both papers are extensively cited in the literature, and both had a major influence on the methodology and direction of subsequent research on XML data modeling and management. Hence, the committee has found both to be worthy of this Award.



    The 2009 Award Commitee consisted of Catriel Beeri (Chair), Phokion G. Kolaitis, and Christos H. Papadimitriou and decided to award the following paper from the 1999 PODS proceedings:
    • Georg Gottlob, Nicola Leone, and Francesco Scarcello. Hypertree Decompositions and Tractable Queries.

      The paper deals with a central problem in database research, namely finding classes of conjunctive queries for which problems, such as the evaluation of Boolean queries and query containment, are in polynomial time. This problem has attracted a lot of attention since the pioneering work of Yanakakis on acyclic queries. The paper shows that the earlier notion of bounded query width (introduced by Chekuri and Rajaraman in ICDT 97) is NP-hard, introduces the notion of bounded hypertree width, then shows that this notion properly generalizes earlier notions of acyclicity, that constant hypertree width is efficiently recognizable, and that Boolean queries with constant hypertree width can be efficiently evaluated. The results of the paper are applicable to both conjunctive query evaluation and to constraint satisfaction.

    The paper is extensively cited in the literature, and had an impact on subsequent research on these two problems. Hence, the committee has found it to be worthy of the Award.



    The 2008 Award Committee consisted of Catriel Beeri (Chair), Georg Gottlob, and Jan Paredaens. The Award Committee selected the following two papers from the 1998 PODS proceedings as the award winners for 2008:

    • Serge Abiteboul and Oliver M. Duschka. Complexity of Answering Queries Using Materialized Views.

      This paper dealt with a central problem in database research, with numerous applications in data management. It provided a conceptual framework and a terminology for the problem, and presented a comprehensive analysis of its complexity.
    • Phokion G. Kolaitis and Moshe Y. Vardi. Conjunctive-Query Containment and Constraint Satisfaction.

      This paper investigated the relationship between two fundamental and extensively studied problems from the database and artificial intelligence areas, respectively. It showed that the two problems are equivalent, and investigated conditions that guarantee polynomial-time solutions, explaining in particular, many previously known polynomial time solutions.

    Both papers are extensively cited in the literature, and both had a major influence on the methodology and direction of subsequent research. Hence, the committee has found both to be worthy of the Award. The committee notes that the nomination of these two papers as first winners of the Alberto O. Mendelzon Award is particularly appropriate, since both deal with problems very closely related to his research interests.


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