Searchable Storage in Cloud Computing
tarafından
Hua, Yu. author.
Başlık
:
Searchable Storage in Cloud Computing
Yazar
:
Hua, Yu. author.
ISBN
:
9789811327216
Yazar
:
Hua, Yu. author.
Edisyon
:
1st ed. 2019.
Fiziksel Niteleme
:
XIII, 204 p. 71 illus., 40 illus. in color. online resource.
İçindekiler
:
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.
Özet
:
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.
Konu Başlığı
:
Data structures (Computer science).
Operating systems (Computers).
Computer memory systems.
Architecture, Computer.
Data Storage Representation. https://scigraph.springernature.com/ontologies/product-market-codes/I15025
Operating Systems. https://scigraph.springernature.com/ontologies/product-market-codes/I14045
Data Structures. https://scigraph.springernature.com/ontologies/product-market-codes/I15017
Memory Structures. https://scigraph.springernature.com/ontologies/product-market-codes/I12034
Data Structures and Information Theory. https://scigraph.springernature.com/ontologies/product-market-codes/I15009
Computer System Implementation. https://scigraph.springernature.com/ontologies/product-market-codes/I13057
Yazar Ek Girişi
:
Liu, Xue.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 428768-1001 | QA76.9 .D35 | Springer E-Book Collection |