The Fractal Structure Of Data Reference

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The Fractal Structure of Data Reference

Author : Bruce McNutt
Publisher : Springer Science & Business Media
ISBN 13 : 0306470349
Total Pages : 144 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis The Fractal Structure of Data Reference by : Bruce McNutt

Download or read book The Fractal Structure of Data Reference written by Bruce McNutt and published by Springer Science & Business Media. This book was released on 2005-11-24 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: The architectural concept of a memory hierarchy has been immensely successful, making possible today's spectacular pace of technology evolution in both the volume of data and the speed of data access. Its success is difficult to understand, however, when examined within the traditional "memoryless" framework of performance analysis. The `memoryless' framework cannot properly reflect a memory hierarchy's ability to take advantage of patterns of data use that are transient. The Fractal Structure of Data Reference: Applications to the Memory Hierarchy both introduces, and justifies empirically, an alternative modeling framework in which arrivals are driven by a statistically self-similar underlying process, and are transient in nature. The substance of this book comes from the ability of the model to impose a mathematically tractable structure on important problems involving the operation and performance of a memory hierarchy. It describes events as they play out at a wide range of time scales, from the operation of file buffers and storage control cache, to a statistical view of entire disk storage applications. Striking insights are obtained about how memory hierarchies work, and how to exploit them to best advantage. The emphasis is on the practical application of such results. The Fractal Structure of Data Reference: Applications to the Memory Hierarchy will be of interest to professionals working in the area of applied computer performance and capacity planning, particularly those with a focus on disk storage. The book is also an excellent reference for those interested in database and data structure research.

Data Quality

Author : Richard Y. Wang
Publisher : Springer Science & Business Media
ISBN 13 : 0306469871
Total Pages : 175 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Data Quality by : Richard Y. Wang

Download or read book Data Quality written by Richard Y. Wang and published by Springer Science & Business Media. This book was released on 2006-04-11 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Quality provides an exposé of research and practice in the data quality field for technically oriented readers. It is based on the research conducted at the MIT Total Data Quality Management (TDQM) program and work from other leading research institutions. This book is intended primarily for researchers, practitioners, educators and graduate students in the fields of Computer Science, Information Technology, and other interdisciplinary areas. It forms a theoretical foundation that is both rigorous and relevant for dealing with advanced issues related to data quality. Written with the goal to provide an overview of the cumulated research results from the MIT TDQM research perspective as it relates to database research, this book is an excellent introduction to Ph.D. who wish to further pursue their research in the data quality area. It is also an excellent theoretical introduction to IT professionals who wish to gain insight into theoretical results in the technically-oriented data quality area, and apply some of the key concepts to their practice.

Computing Handbook

Author : Allen Tucker
Publisher : CRC Press
ISBN 13 : 1439898456
Total Pages : 3851 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Computing Handbook by : Allen Tucker

Download or read book Computing Handbook written by Allen Tucker and published by CRC Press. This book was released on 2022-05-29 with total page 3851 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set of the Computing Handbook, Third Edition (previously theComputer Science Handbook) provides up-to-date information on a wide range of topics in computer science, information systems (IS), information technology (IT), and software engineering. The third edition of this popular handbook addresses not only the dramatic growth of computing as a discipline but also the relatively new delineation of computing as a family of separate disciplines as described by the Association for Computing Machinery (ACM), the IEEE Computer Society (IEEE-CS), and the Association for Information Systems (AIS). Both volumes in the set describe what occurs in research laboratories, educational institutions, and public and private organizations to advance the effective development and use of computers and computing in today's world. Research-level survey articles provide deep insights into the computing discipline, enabling readers to understand the principles and practices that drive computing education, research, and development in the twenty-first century. Chapters are organized with minimal interdependence so that they can be read in any order and each volume contains a table of contents and subject index, offering easy access to specific topics. The first volume of this popular handbook mirrors the modern taxonomy of computer science and software engineering as described by the Association for Computing Machinery (ACM) and the IEEE Computer Society (IEEE-CS). Written by established leading experts and influential young researchers, it examines the elements involved in designing and implementing software, new areas in which computers are being used, and ways to solve computing problems. The book also explores our current understanding of software engineering and its effect on the practice of software development and the education of software professionals. The second volume of this popular handbook demonstrates the richness and breadth of the IS and IT disciplines. The book explores their close links to the practice of using, managing, and developing IT-based solutions to advance the goals of modern organizational environments. Established leading experts and influential young researchers present introductions to the current status and future directions of research and give in-depth perspectives on the contributions of academic research to the practice of IS and IT development, use, and management.

Computing Handbook, Third Edition

Author : Teofilo Gonzalez
Publisher : CRC Press
ISBN 13 : 1439898529
Total Pages : 2330 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Computing Handbook, Third Edition by : Teofilo Gonzalez

Download or read book Computing Handbook, Third Edition written by Teofilo Gonzalez and published by CRC Press. This book was released on 2014-05-07 with total page 2330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computing Handbook, Third Edition: Computer Science and Software Engineering mirrors the modern taxonomy of computer science and software engineering as described by the Association for Computing Machinery (ACM) and the IEEE Computer Society (IEEE-CS). Written by established leading experts and influential young researchers, the first volume of this popular handbook examines the elements involved in designing and implementing software, new areas in which computers are being used, and ways to solve computing problems. The book also explores our current understanding of software engineering and its effect on the practice of software development and the education of software professionals. Like the second volume, this first volume describes what occurs in research laboratories, educational institutions, and public and private organizations to advance the effective development and use of computers and computing in today’s world. Research-level survey articles provide deep insights into the computing discipline, enabling readers to understand the principles and practices that drive computing education, research, and development in the twenty-first century.

Data Streams

Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
ISBN 13 : 0387475346
Total Pages : 365 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Data Streams by : Charu C. Aggarwal

Download or read book Data Streams written by Charu C. Aggarwal and published by Springer Science & Business Media. This book was released on 2007-04-03 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book primarily discusses issues related to the mining aspects of data streams and it is unique in its primary focus on the subject. This volume covers mining aspects of data streams comprehensively: each contributed chapter contains a survey on the topic, the key ideas in the field for that particular topic, and future research directions. The book is intended for a professional audience composed of researchers and practitioners in industry. This book is also appropriate for advanced-level students in computer science.

Privacy-Preserving Data Mining

Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
ISBN 13 : 0387709924
Total Pages : 524 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Privacy-Preserving Data Mining by : Charu C. Aggarwal

Download or read book Privacy-Preserving Data Mining written by Charu C. Aggarwal and published by Springer Science & Business Media. This book was released on 2008-06-10 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in hardware technology have increased the capability to store and record personal data. This has caused concerns that personal data may be abused. This book proposes a number of techniques to perform the data mining tasks in a privacy-preserving way. This edited volume contains surveys by distinguished researchers in the privacy field. Each survey includes the key research content as well as future research directions of a particular topic in privacy. The book is designed for researchers, professors, and advanced-level students in computer science, but is also suitable for practitioners in industry.

Sequence Data Mining

Author : Guozhu Dong
Publisher : Springer Science & Business Media
ISBN 13 : 0387699376
Total Pages : 160 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Sequence Data Mining by : Guozhu Dong

Download or read book Sequence Data Mining written by Guozhu Dong and published by Springer Science & Business Media. This book was released on 2007-10-31 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding sequence data, and the ability to utilize this hidden knowledge, will create a significant impact on many aspects of our society. Examples of sequence data include DNA, protein, customer purchase history, web surfing history, and more. This book provides thorough coverage of the existing results on sequence data mining as well as pattern types and associated pattern mining methods. It offers balanced coverage on data mining and sequence data analysis, allowing readers to access the state-of-the-art results in one place.

Stream Data Management

Author : Nauman Chaudhry
Publisher : Springer Science & Business Media
ISBN 13 : 9780387243931
Total Pages : 188 pages
Book Rating : 4.2/5 (439 download)

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Book Synopsis Stream Data Management by : Nauman Chaudhry

Download or read book Stream Data Management written by Nauman Chaudhry and published by Springer Science & Business Media. This book was released on 2005-04-14 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers in data management have recently recognized the importance of a new class of data-intensive applications that requires managing data streams, i.e., data composed of continuous, real-time sequence of items. Streaming applications pose new and interesting challenges for data management systems. Such application domains require queries to be evaluated continuously as opposed to the one time evaluation of a query for traditional applications. Streaming data sets grow continuously and queries must be evaluated on such unbounded data sets. These, as well as other challenges, require a major rethink of almost all aspects of traditional database management systems to support streaming applications. Stream Data Management comprises eight invited chapters by researchers active in stream data management. The collected chapters provide exposition of algorithms, languages, as well as systems proposed and implemented for managing streaming data. Stream Data Management is designed to appeal to researchers or practitioners already involved in stream data management, as well as to those starting out in this area. This book is also suitable for graduate students in computer science interested in learning about stream data management.

Managing and Mining Uncertain Data

Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
ISBN 13 : 0387096906
Total Pages : 494 pages
Book Rating : 4.3/5 (87 download)

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Book Synopsis Managing and Mining Uncertain Data by : Charu C. Aggarwal

Download or read book Managing and Mining Uncertain Data written by Charu C. Aggarwal and published by Springer Science & Business Media. This book was released on 2010-07-08 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Managing and Mining Uncertain Data, a survey with chapters by a variety of well known researchers in the data mining field, presents the most recent models, algorithms, and applications in the uncertain data mining field in a structured and concise way. This book is organized to make it more accessible to applications-driven practitioners for solving real problems. Also, given the lack of structurally organized information on this topic, Managing and Mining Uncertain Data provides insights which are not easily accessible elsewhere. Managing and Mining Uncertain Data is designed for a professional audience composed of researchers and practitioners in industry. This book is also suitable as a reference book for advanced-level students in computer science and engineering, as well as the ACM, IEEE, SIAM, INFORMS and AAAI Society groups.

Mining Sequential Patterns from Large Data Sets

Author : Wei Wang
Publisher : Springer Science & Business Media
ISBN 13 : 9780387242460
Total Pages : 188 pages
Book Rating : 4.2/5 (424 download)

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Book Synopsis Mining Sequential Patterns from Large Data Sets by : Wei Wang

Download or read book Mining Sequential Patterns from Large Data Sets written by Wei Wang and published by Springer Science & Business Media. This book was released on 2005-02-28 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: In many applications, e.g., bioinformatics, web access traces, system u- lization logs, etc., the data is naturally in the form of sequences. It has been of great interests to analyze the sequential data to find their inherent char- teristics. The sequential pattern is one of the most widely studied models to capture such characteristics. Examples of sequential patterns include but are not limited to protein sequence motifs and web page navigation traces. In this book, we focus on sequential pattern mining. To meet different needs of various applications, several models of sequential patterns have been proposed. We do not only study the mathematical definitions and application domains of these models, but also the algorithms on how to effectively and efficiently find these patterns. The objective of this book is to provide computer scientists and domain - perts such as life scientists with a set of tools in analyzing and understanding the nature of various sequences by : (1) identifying the specific model(s) of - quential patterns that are most suitable, and (2) providing an efficient algorithm for mining these patterns. Chapter 1 INTRODUCTION Data Mining is the process of extracting implicit knowledge and discovery of interesting characteristics and patterns that are not explicitly represented in the databases. The techniques can play an important role in understanding data and in capturing intrinsic relationships among data instances. Data mining has been an active research area in the past decade and has been proved to be very useful.

Information and Database Quality

Author : Mario G. Piattini
Publisher : Springer Science & Business Media
ISBN 13 : 1461508312
Total Pages : 240 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Information and Database Quality by : Mario G. Piattini

Download or read book Information and Database Quality written by Mario G. Piattini and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a global and increasingly competitive market, where organizations are driven by information, the search for ways to transform data into true knowledge is critical to a business's success. Few companies, however, have effective methods of managing the quality of this information. Because quality is a multidimensional concept, its management must consider a wide variety of issues related to information and data quality. Information and Database Quality is a compilation of works from research and industry that examines these issues, covering both the organizational and technical aspects of information and data quality. Information and Database Quality is an excellent reference for both researchers and professionals involved in any aspect of information and database research.

Mutation Testing for the New Century

Author : W. Eric Wong
Publisher : Springer Science & Business Media
ISBN 13 : 1475759398
Total Pages : 129 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Mutation Testing for the New Century by : W. Eric Wong

Download or read book Mutation Testing for the New Century written by W. Eric Wong and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extensive research and development has produce mutation tools for languages such as Fortran, Ada, C, and IDL; empirical evaluations comparing mutation with other test adequacy criteria; empirical evidence and theoretical justification for the coupling effect; and techniques for speeding up mutation testing using various types of high performance architectures. Mutation has received the attention of software developers and testers in such diverse areas as network protocols and nuclear simulation. Mutation Testing for the New Century brings together cutting edge research results in mutation testing from a wide range of researchers. This book provides answers to key questions related to mutation and raises questions yet to be answered. It is an excellent resource for researchers, practitioners, and students of software engineering.

Fuzzy Database Modeling with XML

Author : Zongmin Ma
Publisher : Springer Science & Business Media
ISBN 13 : 038724249X
Total Pages : 222 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Fuzzy Database Modeling with XML by : Zongmin Ma

Download or read book Fuzzy Database Modeling with XML written by Zongmin Ma and published by Springer Science & Business Media. This book was released on 2006-06-15 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fuzzy Database Modeling with XML aims to provide a single record of current research and practical applications in the fuzzy databases. This volume is the outgrowth of research the author has conducted in recent years. Fuzzy Database Modeling with XML introduces state-of-the-art information to the database research, while at the same time serving the information technology professional faced with a non-traditional application that defeats conventional approaches. The research on fuzzy conceptual models and fuzzy object-oriented databases is receiving increasing attention, in addition to fuzzy relational database models. With rapid advances in network and internet techniques as well, the databases have been applied under the environment of distributed information systems. It is essential in this case to integrate multiple fuzzy database systems. Since databases are commonly employed to store and manipulate XML data, additional requirements are necessary to model fuzzy information with XML. Secondly, this book maps fuzzy XML model to the fuzzy databases. Very few efforts at investigating these issues have thus far occurred. Fuzzy Database Modeling with XML is designed for a professional audience of researchers and practitioners in industry. This book is also suitable for graduate-level students in computer science.

Advanced Signature Indexing for Multimedia and Web Applications

Author : Yannis Manolopoulos
Publisher : Springer Science & Business Media
ISBN 13 : 1441986367
Total Pages : 197 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Advanced Signature Indexing for Multimedia and Web Applications by : Yannis Manolopoulos

Download or read book Advanced Signature Indexing for Multimedia and Web Applications written by Yannis Manolopoulos and published by Springer Science & Business Media. This book was released on 2012-09-08 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Signature Indexing for Multimedia and Web Applications presents the latest research developments in signature-based indexing and query processing, specifically in multimedia and Web domains. These domains now demand a different designation of hashing information in bit-strings (i.e., signatures), and new indexes and query processing methods. The book provides solutions to these issues and addresses the resulting requirements, which are not adequately handled by existing approaches. Examples of these applications include: searching for similar images, representing multi-theme layers in maps, recommending products to Web-clients, and indexing large Web-log files. Special emphasis is given to structure description, implementation techniques and clear evaluation of operations performed (from a performance perspective). Advanced Signature Indexing for Multimedia and Web Applications is an excellent reference for professionals involved in the development of applications in multimedia databases or the Web and may also serve as a textbook for advanced level courses in database and information retrieval systems.

Advances in Digital Government

Author : William J. McIver Jr.
Publisher : Springer Science & Business Media
ISBN 13 : 0306473747
Total Pages : 338 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Advances in Digital Government by : William J. McIver Jr.

Download or read book Advances in Digital Government written by William J. McIver Jr. and published by Springer Science & Business Media. This book was released on 2008-01-20 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances In Digital Government presents a collection of in-depth articles that addresses a representative cross-section of the matrix of issues involved in implementing digital government systems. These articles constitute a survey of both the technical and policy dimensions related to the design, planning and deployment of digital government systems. The research and development projects within the technical dimension represent a wide range of governmental functions, including the provisioning of health and human services, management of energy information, multi-agency integration, and criminal justice applications. The technical issues dealt with in these projects include database and ontology integration, distributed architectures, scalability, and security and privacy. The human factors research emphasizes compliance with access standards for the disabled and the policy articles contain both conceptual models for developing digital government systems as well as real management experiences and results in deploying them. Advances In Digital Government presents digital government issues from the perspectives of different communities and societies. This geographic and social diversity illuminates a unique array of policy and social perspectives, exposing practitioners to new and useful ways of thinking about digital government.

Information Systems Development

Author : Chris Barry
Publisher : Springer Science & Business Media
ISBN 13 : 0387687726
Total Pages : 603 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Information Systems Development by : Chris Barry

Download or read book Information Systems Development written by Chris Barry and published by Springer Science & Business Media. This book was released on 2008-10-24 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information Systems Development (ISD) progresses rapidly, continually creating new challenges for the professionals involved. New concepts, approaches and techniques of systems development emerge constantly in this field. Progress in ISD comes from research as well as from practice. This conference will discuss issues pertaining to information systems development (ISD) in the inter-networked digital economy. Participants will include researchers, both experienced and novice, from industry and academia, as well as students and practitioners. Themes will include methods and approaches for ISD; ISD education; philosophical, ethical, and sociological aspects of ISD; as well as specialized tracks such as: distributed software development, ISD and knowledge management, ISD and electronic business / electronic government, ISD in public sector organizations, IOS.

Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering

Author : Tarek Sobh
Publisher : Springer
ISBN 13 : 3319067737
Total Pages : 607 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering by : Tarek Sobh

Download or read book Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering written by Tarek Sobh and published by Springer. This book was released on 2014-11-07 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering This book includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Informatics, and Systems Sciences, and Engineering. It includes selected papers from the conference proceedings of the Eighth and some selected papers of the Ninth International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CISSE 2012 & CISSE 2013). Coverage includes topics in: Industrial Electronics, Technology & Automation, Telecommunications and Networking, Systems, Computing Sciences and Software Engineering, Engineering Education, Instructional Technology, Assessment, and E-learning. · Provides the latest in a series of books growing out of the International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering; · Includes chapters in the most advanced areas of Computing, Informatics, Systems Sciences, and Engineering; · Accessible to a wide range of readership, including professors, researchers, practitioners and students.