Data Structures for Data-Intensive Applications: Tradeoffs and Design Guidelines

Data Structures for Data-Intensive Applications by Manos Athanassoulis, Stratos Idreos, Dennis Shasha Designing efficient data structures for given workloads has long been a focus of research and practice in both academia and industry. This monograph explains the space of data structure design choices, how to select the appropriate data structure, and how the ever-evolving hardware and data properties require innovations in data structure design. FORMAT Paperback CONDITION

Brand New Publisher Description Data structures are the means by which software programs store and retrieve data. This monograph focuses on key-value data structures, which are widely used for data-intensive applications thanks to the versatility of the key-value data model. Key-value data structures constitute the core of any data-driven system. They provide the means to store, search, and modify data residing at various levels of the storage and memory hierarchy. Designing efficient data structures for given workloads has long been a focus of research and practice in both academia and industry. Data Structures for Data-Intensive Applications explains the space of data structure design choices, how to select the appropriate data structure depending on the goals and workload of an application at hand, and how the ever-evolving hardware and data properties require innovations in data structure design. The overarching goal is to help the reader both select the best existing data structures and design and build new ones. Table of Contents 1. Introduction2. Performance Metrics and Operational Tradeoffs3. Dimensions of the Data Structure Design Space4. From Workloads to Data Structures5. Adaptivity: Evolving Data Structures to a Workload6. Data Structures for Specific Application Domains7. Challenging Design Considerations8. SummaryAcknowledgmentsReferences Details ISBN163828184X Author Dennis Shasha Pages 182 Publisher now publishers Inc Series Foundations and Trends® in Databases Year 2023 ISBN-13 9781638281849 Format Paperback Publication Date 2023-07-31 Imprint now publishers Inc Subtitle Tradeoffs and Design Guidelines Place of Publication Hanover Country of Publication United States Alternative 9781638281856 Audience Professional & Vocational US Release Date 2023-07-31 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:159360053;