Using Additional Information In Streaming Algorithms

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Using Additional Information In Streaming Algorithms

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Author : Raffael Buff
language : en
Publisher: Anchor Academic Publishing
Release Date : 2016-12

Using Additional Information In Streaming Algorithms written by Raffael Buff and has been published by Anchor Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12 with Computers categories.

Streaming problems are algorithmic problems that are mainly characterized by their massive input streams. Because of these data streams, the algorithms for these problems are forced to be space-efficient, as the input stream length generally exceeds the available storage. The goal of this study is to analyze the impact of additional information (more specifically, a hypothesis of the solution) on the algorithmic space complexities of several streaming problems. To this end, different streaming problems are analyzed and compared. The two problems “most frequent item” and “number of distinct items”, with many configurations of different result accuracies and probabilities, are deeply studied. Both lower and upper bounds for the space and time complexity for deterministic and probabilistic environments are analyzed with respect to possible improvements due to additional information. The general solution search problem is compared to the decision problem where a solution hypothesis has to be satisfied.

Using Additional Information In Streaming Algorithms

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Author : Raffael Buff
language : en
Publisher: diplom.de
Release Date : 2016-12-08

Using Additional Information In Streaming Algorithms written by Raffael Buff and has been published by diplom.de this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-08 with Computers categories.

Streaming problems are algorithmic problems that are mainly characterized by their massive input streams. Because of these data streams, the algorithms for these problems are forced to be space-efficient, as the input stream length generally exceeds the available storage. The goal of this study is to analyze the impact of additional information (more specifically, a hypothesis of the solution) on the algorithmic space complexities of several streaming problems. To this end, different streaming problems are analyzed and compared. The two problems “most frequent item” and “number of distinct items”, with many configurations of different result accuracies and probabilities, are deeply studied. Both lower and upper bounds for the space and time complexity for deterministic and probabilistic environments are analyzed with respect to possible improvements due to additional information. The general solution search problem is compared to the decision problem where a solution hypothesis has to be satisfied.

Algorithms For Data Stream Systems

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Author : Mayur Datar
language : en
Publisher:
Release Date : 2003

Algorithms For Data Stream Systems written by Mayur Datar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.

2007 International Conference On Parallel Processing

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Author : IEEE Staff
language : en
Publisher:
Release Date : 2007

2007 International Conference On Parallel Processing written by IEEE Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Technology & Engineering categories.

Vldb 2006

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Author :
language : en
Publisher:
Release Date : 2006

Vldb 2006 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Data structures (Computer science) categories.

Ieee Workshop On Multimedia Signal Processing

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Author :
language : en
Publisher:
Release Date : 2004

Ieee Workshop On Multimedia Signal Processing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Signal processing categories.

Proceedings

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Author :
language : en
Publisher:
Release Date : 1990

Proceedings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Computers categories.

Sixty-six papers from the Sixth International Conference on [title], February 1990, Los Angeles. No index. Annotation copyrighted by Book News, Inc., Portland, OR.

B Physics At Hadron Machines

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Author : Manfred Paulini
language : en
Publisher: American Institute of Physics
Release Date : 2004-09-28

B Physics At Hadron Machines written by Manfred Paulini and has been published by American Institute of Physics this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-09-28 with Science categories.

This conference series reviews progress in understanding the physics of the 5th quark (beauty quark or bottom quark) and the properties of particles containing a b-quark. These quarks are produced at particle accelerators such as electron-positron accelerators or hadron colliders with the latter being the focus of the conference. One of the main issues in understanding the physics of the 5th quark is CP violation, a mechanism in particle physics that breaks the symmetry of nature between particles and antiparticles ultimately connected to the particle-antiparticle asymmetry of the universe. Topics include: recent results; CP violation; B production and spectroscopy; detectors, hardware, and computing; Vucb, Vub, and factorization; B lifetimes and mixing; rare decays; B trigger at future experiments; B physics at future hadron machines; the future of flavor.

Proceedings Of The 1995 Acm Sigmod International Conference On Management Of Data

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Author : Michael Carey
language : en
Publisher: Association for Computing Machinery (ACM)
Release Date : 1995

Proceedings Of The 1995 Acm Sigmod International Conference On Management Of Data written by Michael Carey and has been published by Association for Computing Machinery (ACM) this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Business & Economics categories.

Airborne Intelligence Surveillance Reconnaissance Isr Systems And Applications

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Author : Arthur A. Andraitis
language : en
Publisher: SPIE-International Society for Optical Engineering
Release Date : 2004

Airborne Intelligence Surveillance Reconnaissance Isr Systems And Applications written by Arthur A. Andraitis and has been published by SPIE-International Society for Optical Engineering this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with History categories.

Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references in patent literature.