Algorithmic Studies in Mass Storage Systems
Algorithmic Studies in Mass Storage Systems

Author: C.K. Wong

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 421

ISBN-13: 3642693520

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A major technological trend for large database systems has been the introduction of ever-larger mass storage systems. This allows computing centers and business data processing installations to maintain on line their program libraries, less frequently used data files, transaction logs and backup copies under unified system control. Tapes, disks and drums are classical examples of mass storage media. The more recent IBM 3851 Mass Storage Facility, part of the IBM 3850 Mass Storage System, represents a new direction in mass storage development, namely, it is two-dimensional. With the maturity of magnetic bubble technology, more sophisticated, massive, multi-trillion-bit storage systems are not far in the future. While large in capacity, mass storage systems have in general relatively long access times. Since record access probabilities are usually not uniform, various algorithms have been devised to position the records to decrease the average access time. The first two chapters of this book are devoted mainly to such algorithmic studies in linear and two-dimensional mass storage systems. In the third chapter, we view the bubble memory as more than a storage medium. In fact, we discuss different structures where routine operations, such as data rearrangement, sorting, searching, etc., can be done in the memory itself, freeing the CPU for more complicated tasks. The problems discussed in this book are combinatorial in nature.

Algorithms and Data Structures for External Memory
Algorithms and Data Structures for External Memory

Author: Jeffrey Scott Vitter

Publisher: Now Publishers Inc

Published: 2008

Total Pages: 192

ISBN-13: 1601981066

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Describes several useful paradigms for the design and implementation of efficient external memory (EM) algorithms and data structures. The problem domains considered include sorting, permuting, FFT, scientific computing, computational geometry, graphs, databases, geographic information systems, and text and string processing.

Storage Systems
Storage Systems

Author: Alexander Thomasian

Publisher: Academic Press

Published: 2021-10-13

Total Pages: 748

ISBN-13: 0323908098

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Storage Systems: Organization, Performance, Coding, Reliability and Their Data Processing was motivated by the 1988 Redundant Array of Inexpensive/Independent Disks proposal to replace large form factor mainframe disks with an array of commodity disks. Disk loads are balanced by striping data into strips—with one strip per disk— and storage reliability is enhanced via replication or erasure coding, which at best dedicates k strips per stripe to tolerate k disk failures. Flash memories have resulted in a paradigm shift with Solid State Drives (SSDs) replacing Hard Disk Drives (HDDs) for high performance applications. RAID and Flash have resulted in the emergence of new storage companies, namely EMC, NetApp, SanDisk, and Purestorage, and a multibillion-dollar storage market. Key new conferences and publications are reviewed in this book.The goal of the book is to expose students, researchers, and IT professionals to the more important developments in storage systems, while covering the evolution of storage technologies, traditional and novel databases, and novel sources of data. We describe several prototypes: FAWN at CMU, RAMCloud at Stanford, and Lightstore at MIT; Oracle's Exadata, AWS' Aurora, Alibaba's PolarDB, Fungible Data Center; and author's paper designs for cloud storage, namely heterogeneous disk arrays and hierarchical RAID. - Surveys storage technologies and lists sources of data: measurements, text, audio, images, and video - Familiarizes with paradigms to improve performance: caching, prefetching, log-structured file systems, and merge-trees (LSMs) - Describes RAID organizations and analyzes their performance and reliability - Conserves storage via data compression, deduplication, compaction, and secures data via encryption - Specifies implications of storage technologies on performance and power consumption - Exemplifies database parallelism for big data, analytics, deep learning via multicore CPUs, GPUs, FPGAs, and ASICs, e.g., Google's Tensor Processing Units

Computer Science Handbook
Computer Science Handbook

Author: Allen B. Tucker

Publisher: CRC Press

Published: 2004-06-28

Total Pages: 2742

ISBN-13: 0203494458

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When you think about how far and fast computer science has progressed in recent years, it's not hard to conclude that a seven-year old handbook may fall a little short of the kind of reference today's computer scientists, software engineers, and IT professionals need. With a broadened scope, more emphasis on applied computing, and more than 70 chap

Stochastic Analysis of Computer Storage
Stochastic Analysis of Computer Storage

Author: O.I. Aven

Publisher: Springer Science & Business Media

Published: 2007-07-07

Total Pages: 262

ISBN-13: 0585273731

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Approach your problems from the right end It isn't that they can't see the solution. It is and begin with the answers. Then one day, that they can't see the problem. perhaps you will find the final question. G. K. Chesterton. The Scandal of Fother 'The Hennit Clad in Crane Feathers' in R. Brown 'The point of a Pin'. van GWs The Chinese More Murders. Growing specialization and diversification have brought a host of monographs and textbooks on increasingly specialized topics. However, the "tree" of knowledge of mathematics and related fields does not grow only by putting forth new branches. It also happens, quite often in fact, that branches which were thought to be completely disparate are suddenly seen to be related. Further, the kind and level of sophistication of mathematics applied in various sciences has changed drastically in recent years: measure theory is used (non-trivially) in regional and theoretical economics; algebraic geometry interacts with physics; the Minkowsky lemma, coding theory and the structure of water meet one another in packing and covering theory; quantum fields, crystal defects and mathematical programming profit from homotopy theory; Lie algebras are relevant to filtering; and prediction and electrical engineering can use Stein spaces. And in addition to this there are such new emerging subdisciplines as "experimental mathematics", "CFD", "completely integrable systems", "chaos, synergetics and large-scale order", which are almost impossible to fit into the existing classification schemes. They draw upon widely different sections of mathematics.

Advances in Databases and Information Systems
Advances in Databases and Information Systems

Author: Witold Litwin

Publisher: Springer Science & Business Media

Published: 1998-08-19

Total Pages: 392

ISBN-13: 9783540649243

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This book constitutes the refereed proceedings of the Second East European Symposium on Advances in Databases and Information systems, ADBIS '98, held in Poznan, Poland in September 1998. The 25 revised full papers presented were selected from a total of 90 submissions and six extended abstracts within a special section. "East meets West". The papers are organized in topical sections on query languges, optimization, collaborative systems, schema integration, storage and version management, object systems, knowledge discovery and the Web, and systems design.

Multimedia Servers
Multimedia Servers

Author: Dinkar Sitaram

Publisher: Morgan Kaufmann

Published: 1999-10-11

Total Pages: 324

ISBN-13: 9781558604308

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This book is a clear and comprehensive survey of multimedia system design for a networked world. It's also a perfect companion for multimedia server designers as well as the multimedia application developer ... or anyone building the 'best of breed' products and services that scale to the Internet. Dr. Eric Schmidt, Chairman and CEO Novell, Inc. This is a book on an extremely timely subject. With coming broadband access to the home, there will be an explosion in demand for multimedia streaming applications. This book will be a "must" read for anyone designing the servers that will support them. Don Towsley, Dept. of Computer Science University of Massachusetts- Amherst This book will undoubtedly satisfy the needs of application developers, server designers, integrators, and service providers, as it provides end-to-end, top-down coverage: from application-specific issues to low-level components. Inside, the authors offer specific design, development, and implementation approaches that take into account the complexity of the environments in which multimedia servers operate. You'll learn which techniques are best suited for different kinds of applications and different kinds of networks. You'll master the challenges associated with resource scheduling, collaborative computing, session set-up, and distributed storage. Most importantly, you'll discover how to put all of these solutions to work as part of a coherent strategy aimed at exploiting economies of scale and meeting quality of service requirements. Features Presents optimized design algorithms developed by the authors and other leading researchers. Deals comprehensively with the systems supporting the large-scale storage, retrieval, and distribution of audio and video data. Balances the coverage of current technologies with forward-looking discussions to help you devise a sustainable, evolvable solution. Covers key issues in video-on-demand and other multimedia systems: resource scheduling, local caching, interactivity, architectural strategies, and more.

Facility Logistics
Facility Logistics

Author: Maher Lahmar

Publisher: CRC Press

Published: 2007-12-13

Total Pages: 338

ISBN-13: 1420013718

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The design of facilities, warehouses, and material-handling systems as well as the management of logistics operations significantly impact the success of industrial projects. Facility Logistics: Approaches and Solutions to Next Generation Challenges explores recent developments in the technology, industrial practices, and business environments of f