http://www.dagstuhl.de/08261

June 22 – 27 , 2008, Dagstuhl Seminar 08261

Structure-Based Compression of Complex Massive Data

Organizers

Stefan Böttcher (Universität Paderborn, DE)
Markus Lohrey (Universität Leipzig, DE)
Sebastian Maneth (Univ. of New South Wales, AU)
Wojciech Rytter (University of Warsaw, PL)

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Documents

Dagstuhl Seminar Proceedings DROPS
List of Participants

Press Room (German only)

Summary

Compression of massive complex data is a promising technique to reduce stored and transferred data volumes. In industry, semi-structured data and XML in particular, have become the de facto data exchange format, and e.g. grammar-based compression offers an efficient memory representation that can be used within XML databases. Therefore, we expect improvements on compression techniques for structured data and XML to have significant impact on a variety of industry applications where data exchange or limited data storage are bottlenecks.

The big advantage of structure and grammar-based compression over other compression techniques is that many algorithms can be performed directly on the compressed structure, without prior decompression. This idea of “computing on compressed structures” has given rise to efficient algorithms in several areas; e.g., term graph rewriting, model-checking using BDDs, and querying XML; all three areas profit from the use of dags (directed acyclic graphs) which allow to share common subtrees and which can be seen as a particular instance of grammar-based compression. In these areas and others, we expect efficiency improvements through the use of more sophisticated grammar-based compression techniques.

The goal of the seminar was to bring together researchers working on various aspects of structure-based compression and to discuss new ideas and directions for doing research on compression and on computation over compressed structures. In particular, the sub-goals were to achieve a deeper understanding of the whole field of compressing structured data, to discover new interconnections between different research directions in compression, to interchange ideas between theory and application oriented research, to distinguish between solved and open questions in the field, to identify key problems for further research, and to initiate new collaborations.

Within the seminar, many different forms of cooperations took place. The seminar started with a short introduction of each participant. The introduction was followed by a first series of overview talks, namely:

  1. “Grammar-Based Compression (Survey)” by Wojciech Rytter and
  2. “Pattern Matching on Compressed Strings”, jointly given by Shunsuke Inenaga and Ayumi Shinohara.
  3. “Practical Search on Compressed Text” by Gonzalo Navarro and
  4. “XML Compression Techniques” by Gregory Leighton.
  5. “Algorithmics on Compressed Strings” by Markus Lohrey.

The seminar brought together researchers from different fields of data compression. Many fruitful discussions provided a unique opportunity to discover interconnections between different research directions in compression, to identify open key problems for further research, and to get a much broader understanding of the field. Furthermore, a creative interchange of ideas between theory and application oriented research led to many deep insights for further research in the field. Finally, Dagstuhl initiated new collaborations which have been fruitful already (one open problem has been resolved, as mentioned in the section on Working Group II), and a large software project software project has been initiated (see the section on Working Group I). As always, Dagstuhl provided a highly enjoyable atmosphere to work in.

Dagstuhl Seminar Series

Classification

  • Data Structures
  • Algorithms
  • Complexity
  • Databases

Keywords

  • Data compression
  • Algorithms for compressed strings and trees
  • XML-compression

Book exhibition

Books from the participants of the current Seminar 

Book exhibition in the library, ground floor, during the seminar week.

Documentation

In the series Dagstuhl Reports each Dagstuhl Seminar and Dagstuhl Perspectives Workshop is documented. The seminar organizers, in cooperation with the collector, prepare a report that includes contributions from the participants' talks together with a summary of the seminar.

 

Download overview leaflet (PDF).

Publications

Furthermore, a comprehensive peer-reviewed collection of research papers can be published in the series Dagstuhl Follow-Ups.

Dagstuhl's Impact

Please inform us when a publication was published as a result from your seminar. These publications are listed in the category Dagstuhl's Impact and are presented on a special shelf on the ground floor of the library.

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