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Searchable Storage in Cloud Computing

Author: Yu Hua; Xue Liu
Publisher: Singapore : Springer Singapore : Imprint: Springer, 2019
Edition/Format:   eBook : Document : English
Summary:
This book presents the state-of-the-art work in terms of searchable storage in cloud computing. It introduces and presents new schemes for exploring and exploiting the searchable storage via cost-efficient semantic hashing computation. Specifically, the contents in this book include basic hashing structures (Bloom filters, locality sensitive hashing, cuckoo hashing), semantic storage systems, and searchable  Read more...
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Details

Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Yu Hua; Xue Liu
ISBN: 9789811327216 9811327211
OCLC Number: 1099803997
Notes: Restricted admission to print
Description: 1 online resource (XIII, 204 s. 71 illus., 40 illus. in color.)
Contents: 1. Backgrounds of Searchable Storage --
2. Hashing Computation for Scalable Metadata --
3. The Component of Searchable Storage: Semantic-Aware Namespace --
4. Semantic-AwareMetadata Organization for Exact-matching Queries --
5. Locality-Sensitive Bloom Filter for Approximate Membership Query --
6. Near Real-time Searchable Analytics for Images --
7. Data Similarity-aware Computation Infrastructure for the Cloud --
8. Semantic-aware Data Cube for Cloud Networks

Abstract:

This book presents the state-of-the-art work in terms of searchable storage in cloud computing. It introduces and presents new schemes for exploring and exploiting the searchable storage via cost-efficient semantic hashing computation. Specifically, the contents in this book include basic hashing structures (Bloom filters, locality sensitive hashing, cuckoo hashing), semantic storage systems, and searchable namespace, which support multiple applications, such as cloud backups, exact and approximate queries and image analytics. Readers would be interested in the searchable techniques due to the ease of use and simplicity. More importantly, all these mentioned structures and techniques have been really implemented to support real-world applications, some of which offer open-source codes for public use. Readers will obtain solid backgrounds, new insights and implementation experiences with basic knowledge in data structure and computer systems

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