Dagstuhl Reports, Volume 1, Issue 8



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Dagstuhl Seminars 11321, 11331 (Perspectives Workshop), 11332, 11341, 11351

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Complete Issue
Dagstuhl Reports, Volume 1, Issue 8, August 2011, Complete Issue

Abstract
Dagstuhl Reports, Volume 1, Issue 8, August 2011, Complete Issue

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Dagstuhl Reports, Volume 1, Issue 8, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)


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@Article{DagRep.1.8,
  title =	{{Dagstuhl Reports, Volume 1, Issue 8, August 2011, Complete Issue}},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2011},
  volume =	{1},
  number =	{8},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.1.8},
  URN =		{urn:nbn:de:0030-drops-33669},
  doi =		{10.4230/DagRep.1.8},
  annote =	{Keywords: Dagstuhl Reports, Volume 1, Issue 8, August 2011, Complete Issue}
}
Document
Front Matter
Dagstuhl Reports, Table of Contents, Volume 1, Issue 8, 2011

Abstract
Table of Contents, Frontmatter

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Dagstuhl Reports, Volume 1, Issue 8, pp. i-ii, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)


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@Article{DagRep.1.8.i,
  title =	{{Dagstuhl Reports, Table of Contents, Volume 1, Issue 8, 2011}},
  pages =	{i--ii},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2011},
  volume =	{1},
  number =	{8},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.1.8.i},
  URN =		{urn:nbn:de:0030-drops-33655},
  doi =		{10.4230/DagRep.1.8.i},
  annote =	{Keywords: Table of Contents, Frontmatter}
}
Document
Information Management in the Cloud (Dagstuhl Seminar 11321)

Authors: Anastasia Ailamaki, Michael J. Carey, Donald Kossman, Steve Loughran, and Volker Markl


Abstract
Cloud computing is emerging as a new paradigm for highly scalable, fault-tolerant, and adaptable computing on large clusters of off-the-shelf computers. Cloud architectures strive to massively parallelize complex processing tasks through a computational model motivated by functional programming. They provide highly available storage and compute capacity through distribution and redundancy. Most importantly, Cloud architectures adapt to changing requirements by dynamically provisioning new (virtualized) compute or storage nodes. Economies of scale enable cloud providers to provide compute and storage powers to a multitude of users. On the infrastructure side, such a model has been pioneered by Amazon with EC2, whereas software as a service on cloud infrastructures with multi-tenancy has been pioneered by Salesforce.com. The Dagstuhl Seminar 11321 ``Information Management in the Cloud'' brought together a diverse set of researchers and practitioners with a broad range of expertise. The purpose of this seminar was to consider and to discuss causes, opportunities, and solutions for technologies, and architectures that enable cloud information management. The scope ranged from web-scale log file analysis using cluster computing techniques to dynamic provisioning of resources in data centers, covering topics from the areas of analytical and transactional processing, parallelization of large scale data and compute intensive operations as well as implementation techniques for fault tolerance.

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Anastasia Ailamaki, Michael J. Carey, Donald Kossman, Steve Loughran, and Volker Markl. Information Management in the Cloud (Dagstuhl Seminar 11321). In Dagstuhl Reports, Volume 1, Issue 8, pp. 1-28, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)


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@Article{ailamaki_et_al:DagRep.1.8.1,
  author =	{Ailamaki, Anastasia and Carey, Michael J. and Kossman, Donald and Loughran, Steve and Markl, Volker},
  title =	{{Information Management in the Cloud (Dagstuhl Seminar 11321)}},
  pages =	{1--28},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2011},
  volume =	{1},
  number =	{8},
  editor =	{Ailamaki, Anastasia and Carey, Michael J. and Kossman, Donald and Loughran, Steve and Markl, Volker},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.1.8.1},
  URN =		{urn:nbn:de:0030-drops-33109},
  doi =		{10.4230/DagRep.1.8.1},
  annote =	{Keywords: Cloud Technologies, Information Management, Distributed Systems, Parallel Databases}
}
Document
The Future of Research Communication (Dagstuhl Perspectives Workshop 11331)

Authors: Tim Clark, Anita De Waard, Ivan Herman, and Eduard Hovy


Abstract
This report documents the program and the outcomes of Dagstuhl Perspectives Workshop 11331 ``The Future of Research Communication''. The purpose of the workshop was to bring together researchers from these different disciplines, whose core research goal is changing the formats, standards, and means by which we communicate science.

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Tim Clark, Anita De Waard, Ivan Herman, and Eduard Hovy. The Future of Research Communication (Dagstuhl Perspectives Workshop 11331). In Dagstuhl Reports, Volume 1, Issue 8, pp. 29-52, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)


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@Article{clark_et_al:DagRep.1.8.29,
  author =	{Clark, Tim and De Waard, Anita and Herman, Ivan and Hovy, Eduard},
  title =	{{The Future of Research Communication (Dagstuhl Perspectives Workshop 11331)}},
  pages =	{29--52},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2011},
  volume =	{1},
  number =	{8},
  editor =	{Clark, Tim and De Waard, Anita and Herman, Ivan and Hovy, Eduard},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.1.8.29},
  URN =		{urn:nbn:de:0030-drops-33159},
  doi =		{10.4230/DagRep.1.8.29},
  annote =	{Keywords: science publishing, online communities, science policy, new forms of publishing, bioinformatics, digital repositories, semantic publishing, citation analysis, data publication, information access and integration, reporting standards}
}
Document
Security and Rewriting (Dagstuhl Seminar 11332)

Authors: Hubert Comom-Lundh, Ralf Küsters, and Catherine Meadows


Abstract
This report documents the program and the outcomes of Dagstuhl Seminar 11332 ``Security and Rewriting''.

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Hubert Comom-Lundh, Ralf Küsters, and Catherine Meadows. Security and Rewriting (Dagstuhl Seminar 11332). In Dagstuhl Reports, Volume 1, Issue 8, pp. 53-66, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)


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@Article{comomlundh_et_al:DagRep.1.8.53,
  author =	{Comom-Lundh, Hubert and K\"{u}sters, Ralf and Meadows, Catherine},
  title =	{{Security and Rewriting (Dagstuhl Seminar 11332)}},
  pages =	{53--66},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2011},
  volume =	{1},
  number =	{8},
  editor =	{Comom-Lundh, Hubert and K\"{u}sters, Ralf and Meadows, Catherine},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.1.8.53},
  URN =		{urn:nbn:de:0030-drops-33111},
  doi =		{10.4230/DagRep.1.8.53},
  annote =	{Keywords: Rewriting, Security, Access Control, Protocol Verification}
}
Document
Learning in the context of very high dimensional data (Dagstuhl Seminar 11341)

Authors: Michael Biehl, Barbara Hammer, Erzsébet Merényi, Alessandro Sperduti, and Thomas Villman


Abstract
This report documents the program and the outcomes of Dagstuhl Seminar 11341 "Learning in the context of very high dimensional data". The aim of the seminar was to bring together researchers who develop, investigate, or apply machine learning methods for very high dimensional data to advance this important field of research. The focus was be on broadly applicable methods and processing pipelines, which offer efficient solutions for high-dimensional data analysis appropriate for a wide range of application scenarios.

Cite as

Michael Biehl, Barbara Hammer, Erzsébet Merényi, Alessandro Sperduti, and Thomas Villman. Learning in the context of very high dimensional data (Dagstuhl Seminar 11341). In Dagstuhl Reports, Volume 1, Issue 8, pp. 67-95, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)


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@Article{biehl_et_al:DagRep.1.8.67,
  author =	{Biehl, Michael and Hammer, Barbara and Mer\'{e}nyi, Erzs\'{e}bet and Sperduti, Alessandro and Villman, Thomas},
  title =	{{Learning in the context of very high dimensional data (Dagstuhl Seminar 11341)}},
  pages =	{67--95},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2011},
  volume =	{1},
  number =	{8},
  editor =	{Biehl, Michael and Hammer, Barbara and Mer\'{e}nyi, Erzs\'{e}bet and Sperduti, Alessandro and Villman, Thomas},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.1.8.67},
  URN =		{urn:nbn:de:0030-drops-33125},
  doi =		{10.4230/DagRep.1.8.67},
  annote =	{Keywords: Curse of dimensionality, Dimensionality reduction, Regularization Deep learning, Visualization}
}
Document
Computer Science & Problem Solving: New Foundations (Dagstuhl Seminar 11351)

Authors: Iris van Rooij, Yll Haxhimusa, Zygmunt Pizlo, and Georg Gottlob


Abstract
This report documents the program and the outcomes of Dagstuhl Seminar 11351 ``Computer Science & Problem Solving: New Foundations''. This seminar was the first Dagstuhl seminar that brought together a balanced group of computer scientists and psychologists to exchange perspectives on problem solving. In the 1950s the seminal work of Allen Newell and Herbert Simon laid the theoretical foundations for problem solving research as we know it today, but the field had since become disconnected from contemporary computer science. The aim of this seminar was to promote theoretical progress in problem solving research by renewing the connection between psychology and computer science in this area.

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Iris van Rooij, Yll Haxhimusa, Zygmunt Pizlo, and Georg Gottlob. Computer Science & Problem Solving: New Foundations (Dagstuhl Seminar 11351). In Dagstuhl Reports, Volume 1, Issue 8, pp. 96-124, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)


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@Article{vanrooij_et_al:DagRep.1.8.96,
  author =	{van Rooij, Iris and Haxhimusa, Yll and Pizlo, Zygmunt and Gottlob, Georg},
  title =	{{Computer Science \& Problem Solving: New Foundations (Dagstuhl Seminar 11351)}},
  pages =	{96--124},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2011},
  volume =	{1},
  number =	{8},
  editor =	{van Rooij, Iris and Haxhimusa, Yll and Pizlo, Zygmunt and Gottlob, Georg},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.1.8.96},
  URN =		{urn:nbn:de:0030-drops-33169},
  doi =		{10.4230/DagRep.1.8.96},
  annote =	{Keywords: Problem solving, Cognitive psychology, Cognitive systems, Vision Representations, Computational complexity}
}

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