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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.
Computer science. --- Operating systems (Computers). --- Data structures (Computer scienc. --- Memory management (Computer scie. --- Computer network architectures. --- Data Storage Representation. --- Operating Systems. --- Data Structures. --- Memory Structures. --- Data Structures and Information Theory. --- Computer System Implementation. --- Cloud computing. --- Electronic data processing --- Web services --- Distributed processing --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- Computer operating systems --- Computers --- Disk operating systems --- Systems software --- Informatics --- Science --- Operating systems --- Data structures (Computer science) --- Memory management (Computer science) --- Management of computer memory --- Computer storage devices --- Loop tiling (Computer science) --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- File organization (Computer science) --- Abstract data types (Computer science) --- Operating systems (Computers)
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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.
Molecular biology --- Computer science --- Programming --- Computer architecture. Operating systems --- Information systems --- Computer. Automation --- gegevensopslag --- digitale geheugens --- cloud computing --- computers --- informatica --- programmeren (informatica) --- hersenonderzoek --- database management --- informatietechnologie --- programmatielogica --- OS (operating system) --- computernetwerken --- computerkunde --- moleculaire biologie
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Molecular biology --- Computer science --- Programming --- Computer architecture. Operating systems --- Information systems --- Computer. Automation --- gegevensopslag --- digitale geheugens --- cloud computing --- computers --- informatica --- programmeren (informatica) --- hersenonderzoek --- database management --- informatietechnologie --- programmatielogica --- OS (operating system) --- computernetwerken --- computerkunde --- moleculaire biologie
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