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

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Fast and Scalable Cloud Data Management

Author : Felix Gessert,Wolfram Wingerath,Norbert Ritter
Publisher : Springer Nature
Page : 199 pages
File Size : 53,9 Mb
Release : 2020-05-15
Category : Computers
ISBN : 9783030435066

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Fast and Scalable Cloud Data Management by Felix Gessert,Wolfram Wingerath,Norbert Ritter Pdf

The unprecedented scale at which data is both produced and consumed today has generated a large demand for scalable data management solutions facilitating fast access from all over the world. As one consequence, a plethora of non-relational, distributed NoSQL database systems have risen in recent years and today’s data management system landscape has thus become somewhat hard to overlook. As another consequence, complex polyglot designs and elaborate schemes for data distribution and delivery have become the norm for building applications that connect users and organizations across the globe – but choosing the right combination of systems for a given use case has become increasingly difficult as well. To help practitioners stay on top of that challenge, this book presents a comprehensive overview and classification of the current system landscape in cloud data management as well as a survey of the state-of-the-art approaches for efficient data distribution and delivery to end-user devices. The topics covered thus range from NoSQL storage systems and polyglot architectures (backend) over distributed transactions and Web caching (network) to data access and rendering performance in the client (end-user). By distinguishing popular data management systems by data model, consistency guarantees, and other dimensions of interest, this book provides an abstract framework for reasoning about the overall design space and the individual positions claimed by each of the systems therein. Building on this classification, this book further presents an application-driven decision guidance tool that breaks the process of choosing a set of viable system candidates for a given application scenario down into a straightforward decision tree.

Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications

Author : Wang, John
Publisher : IGI Global
Page : 4092 pages
File Size : 45,6 Mb
Release : 2008-05-31
Category : Technology & Engineering
ISBN : 9781599049526

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Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications by Wang, John Pdf

In recent years, the science of managing and analyzing large datasets has emerged as a critical area of research. In the race to answer vital questions and make knowledgeable decisions, impressive amounts of data are now being generated at a rapid pace, increasing the opportunities and challenges associated with the ability to effectively analyze this data.

Methodologies for Knowledge Discovery and Data Mining

Author : Ning Zhong,Lizhu Zhou
Publisher : Springer
Page : 540 pages
File Size : 41,6 Mb
Release : 2003-06-29
Category : Computers
ISBN : 9783540489122

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Methodologies for Knowledge Discovery and Data Mining by Ning Zhong,Lizhu Zhou Pdf

This book constitutes the refereed proceedings of the Third Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD '99, held in Beijing, China, in April 1999. The 29 revised full papers presented together with 37 short papers were carefully selected from a total of 158 submissions. The book is divided into sections on emerging KDD technology; association rules; feature selection and generation; mining in semi-unstructured data; interestingness, surprisingness, and exceptions; rough sets, fuzzy logic, and neural networks; induction, classification, and clustering; visualization; causal models and graph-based methods; agent-based and distributed data mining; and advanced topics and new methodologies.

Database Technologies: Concepts, Methodologies, Tools, and Applications

Author : Erickson, John
Publisher : IGI Global
Page : 2962 pages
File Size : 47,9 Mb
Release : 2009-02-28
Category : Business & Economics
ISBN : 9781605660592

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Database Technologies: Concepts, Methodologies, Tools, and Applications by Erickson, John Pdf

"This reference expands the field of database technologies through four-volumes of in-depth, advanced research articles from nearly 300 of the world's leading professionals"--Provided by publisher.

Agents and Data Mining Interaction

Author : Longbing Cao,Yifeng Zeng,Andreas L. Symeonidis,Vladimir Gorodetsky,Jörg P. Müller,Philip S. Yu
Publisher : Springer
Page : 142 pages
File Size : 42,6 Mb
Release : 2014-04-30
Category : Computers
ISBN : 9783642551925

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Agents and Data Mining Interaction by Longbing Cao,Yifeng Zeng,Andreas L. Symeonidis,Vladimir Gorodetsky,Jörg P. Müller,Philip S. Yu Pdf

This book constitutes the thoroughly refereed and revised selected papers from the 9th International Workshop on Agents and Data Mining Interaction, ADMI 2013, held in Saint Paul, MN, USA in May 2013. The 10 papers presented in this volume were carefully selected for inclusion in the book and are organized in topical sections named agent mining and data mining.

Successes and New Directions in Data Mining

Author : Florent Masseglia,Pascal Poncelet,Maguelonne Teisseire
Publisher : IGI Global
Page : 386 pages
File Size : 52,5 Mb
Release : 2008-01-01
Category : Computers
ISBN : 9781599046457

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Successes and New Directions in Data Mining by Florent Masseglia,Pascal Poncelet,Maguelonne Teisseire Pdf

"This book addresses existing solutions for data mining, with particular emphasis on potential real-world applications. It captures defining research on topics such as fuzzy set theory, clustering algorithms, semi-supervised clustering, modeling and managing data mining patterns, and sequence motif mining"--Provided by publisher.

Advances in Geoinformatics

Author : Clodoveu Augusto Davis,Antonio M. V. Monteiro
Publisher : Springer Science & Business Media
Page : 333 pages
File Size : 40,7 Mb
Release : 2007-11-25
Category : Science
ISBN : 9783540734147

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Advances in Geoinformatics by Clodoveu Augusto Davis,Antonio M. V. Monteiro Pdf

The GeoInfo series of scientific conferences is an annual forum for exploring research, development and innovative applications in geographic information science and related areas. This book provides a privileged view of what is currently happening in the field of geoinformatics as well as a preview of what could be the hottest developments and research topics in the near future.

Moving Objects Management

Author : Xiaofeng Meng,Zhiming Ding,Jiajie Xu
Publisher : Springer Science & Business Media
Page : 244 pages
File Size : 54,8 Mb
Release : 2014-04-04
Category : Computers
ISBN : 9783642382765

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Moving Objects Management by Xiaofeng Meng,Zhiming Ding,Jiajie Xu Pdf

Applications, 2nd Edition focuses on moving object management, from the location management perspective to determining how constantly changing locations affect the traditional database and data mining technology. The book specifically describes the topics of moving objects modeling and location tracking, indexing and querying, clustering, location uncertainty, traffic-aware navigation and privacy issues, as well as the application to intelligent transportation systems. Through the book, the readers will be made familiar with the cutting-edge technologies in moving object management that can be effectively applied in LBS and transportation contexts. The second edition of this book significantly expands the coverage of the latest research on location privacy, traffic-aware navigation and uncertainty. The book has also been reorganized, with nearly all chapters rewritten, and several new chapters have been added to address the latest topics on moving objects management. Xiaofeng Meng is a professor at the School of Information, Renmin University of China; Zhiming Ding is a professor at the Institute of Software, Chinese Academy of Sciences (ISCAS); Jiajie Xu is an assistant professor at the ISCAS.

Methods and Supporting Technologies for Data Analysis

Author : Danuta Zakrzewska,Ernestina Menasalvas,Liliana Byczkowska-Lipinska
Publisher : Springer
Page : 244 pages
File Size : 41,8 Mb
Release : 2009-07-11
Category : Technology & Engineering
ISBN : 9783642021961

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Methods and Supporting Technologies for Data Analysis by Danuta Zakrzewska,Ernestina Menasalvas,Liliana Byczkowska-Lipinska Pdf

The overwhelming pace of evolution in technology has made it possible to develop intelligent systems which help users in their dayly life activities. - cordingly, methods of recording, managing and analysing data have evolved from the very simple ?le systems into complex ambient supportive intelligent systems. This book arises as a compilation of methods, techniques and tools c- nected with data related issues: from modelling to analysis. A broad range of approaches such as database self-* techniques for ubiquitous environments, multimedia data, or data driven models will be reviewed. Di?erent areas of applications, in which data models conceptualize nowadays reality, starting from e-learning to electric transformers will be considered. The book is a collection of representative contributions to cover the sp- trum related to data bases, which support decision making and data mining methods as well as conceptualization. Datawarehouse technology and m- eling are presented in the ?rst chapter together with the deep review of datawarehouse techniques for supporting e-learning processes with special emphasis on data cubes, all the tools are considered in the context of imp- mentationofsoftwareapplication.Thesecondchaptercontinueswiththes- ilar technology and deals with the community data warehouse architecture.

Handbook of Research on Innovations in Database Technologies and Applications

Author : Viviana E. Ferraggine,Jorge H. Doorn,Laura C. Rivero
Publisher : IGI Global
Page : 986 pages
File Size : 50,9 Mb
Release : 2009-01-01
Category : Computers
ISBN : 9781605662435

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Handbook of Research on Innovations in Database Technologies and Applications by Viviana E. Ferraggine,Jorge H. Doorn,Laura C. Rivero Pdf

"This book provides a wide compendium of references to topics in the field of the databases systems and applications"--Provided by publisher.

Advances in Database Technology - EDBT '98

Author : H.-J. Schek
Publisher : Springer Science & Business Media
Page : 536 pages
File Size : 40,7 Mb
Release : 1998-03-04
Category : Computers
ISBN : 3540642641

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Advances in Database Technology - EDBT '98 by H.-J. Schek Pdf

This book constitutes the refereed proceedings of the 6th International Conference on Extending Database Technology, EDBT '98, held in Valencia, Spain, in March 1998. The 32 revised full papers presented together with one invited keynote were selected from a total of 191 submissions. The book is divided in sections on similarity search and indexing, query optimization on the Web, Algorithms for data mining, modelling in OLAP, query processing and storage management, aggregation and summary data, object-oriented and active databases, view maintenance and integrity, databases and the Web, workflow and scientific databases.

Handbook of Data Structures and Applications

Author : Dinesh P. Mehta,Sartaj Sahni
Publisher : Taylor & Francis
Page : 1120 pages
File Size : 52,8 Mb
Release : 2018-02-21
Category : Computers
ISBN : 9781498701884

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Handbook of Data Structures and Applications by Dinesh P. Mehta,Sartaj Sahni Pdf

The Handbook of Data Structures and Applications was first published over a decade ago. This second edition aims to update the first by focusing on areas of research in data structures that have seen significant progress. While the discipline of data structures has not matured as rapidly as other areas of computer science, the book aims to update those areas that have seen advances. Retaining the seven-part structure of the first edition, the handbook begins with a review of introductory material, followed by a discussion of well-known classes of data structures, Priority Queues, Dictionary Structures, and Multidimensional structures. The editors next analyze miscellaneous data structures, which are well-known structures that elude easy classification. The book then addresses mechanisms and tools that were developed to facilitate the use of data structures in real programs. It concludes with an examination of the applications of data structures. Four new chapters have been added on Bloom Filters, Binary Decision Diagrams, Data Structures for Cheminformatics, and Data Structures for Big Data Stores, and updates have been made to other chapters that appeared in the first edition. The Handbook is invaluable for suggesting new ideas for research in data structures, and for revealing application contexts in which they can be deployed. Practitioners devising algorithms will gain insight into organizing data, allowing them to solve algorithmic problems more efficiently.

Adaptive Query Processing

Author : Amol Deshpande,Zachary Ives,Vijayshankar Raman
Publisher : Now Publishers Inc
Page : 156 pages
File Size : 43,7 Mb
Release : 2007
Category : Computers
ISBN : 9781601980342

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Adaptive Query Processing by Amol Deshpande,Zachary Ives,Vijayshankar Raman Pdf

Adaptive Query Processing surveys the fundamental issues, techniques, costs, and benefits of adaptive query processing. It begins with a broad overview of the field, identifying the dimensions of adaptive techniques. It then looks at the spectrum of approaches available to adapt query execution at runtime - primarily in a non-streaming context. The emphasis is on simplifying and abstracting the key concepts of each technique, rather than reproducing the full details available in the papers. The authors identify the strengths and limitations of the different techniques, demonstrate when they are most useful, and suggest possible avenues of future research. Adaptive Query Processing serves as a valuable reference for students of databases, providing a thorough survey of the area. Database researchers will benefit from a more complete point of view, including a number of approaches which they may not have focused on within the scope of their own research.

Advances in Applied Artificial Intelligence

Author : Moonis Ali,Richard Dapoigny
Publisher : Springer Science & Business Media
Page : 1374 pages
File Size : 48,7 Mb
Release : 2006-06-27
Category : Computers
ISBN : 9783540354536

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Advances in Applied Artificial Intelligence by Moonis Ali,Richard Dapoigny Pdf

This book constitutes the refereed proceedings of the 19th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2006, held in Annecy, France, June 2006. The book presents 134 revised full papers together with 3 invited contributions, organized in topical sections on multi-agent systems, decision-support, genetic algorithms, data-mining and knowledge discovery, fuzzy logic, knowledge engineering, machine learning, speech recognition, systems for real life applications, and more.