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Automated verification of concurrent search structures

By: Krishna, Siddharth.
Contributor(s): Patel, Nisarg | Shasha, Dennis | Wies, Thomas.
Series: Synthesis Lecture on Computer Science ; 13.Publisher: San Rafael, California : Morgan & Claypool Publishers, 2021Description: xi, 176 p. ; ill. (some Colors), 24 cm.ISBN: 9781636391281.Subject(s): Querying | Data structures | Computer logic | verification | separation logic | concurrency | search structures | B trees | hash structures | log-structured merge trees | Ghost state | Multicopy structure | Separation Logic | Keyset Resource Algebra | Single - Copy Edgeset Framework | Flow Framework | Multicopy Edgeset Framework | LSMDAG Template | Concurrency | B trees | Data storageDDC classification: 005.741 Summary: Search structures support the fundamental data storage primitives on key-value pairs: insert a pair, delete by key, search by key, and update the value associated with a key. Concurrent search structures are parallel algorithms to speed access to search structures on multicore and distributed servers. These sophisticated algorithms perform fine-grained synchronization between threads, making them notoriously difficult to design correctly. Indeed, bugs have been found both in actual implementations and in the designs proposed by experts in peer-reviewed publications. The rapid development and deployment of these concurrent algorithms has resulted in a rift between the algorithms that can be verified by the state-of-the-art techniques and those being developed and used today. The goal of this book is to show how to bridge this gap in order to bring the certified safety of formal verification to high-performance concurrent search structures. Similar techniques and frameworks can be applied to concurrent graph and network algorithms beyond search structures.
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Includes bibliographical references.

Search structures support the fundamental data storage primitives on key-value pairs: insert a pair, delete by key, search by key, and update the value associated with a key. Concurrent search structures are parallel algorithms to speed access to search structures on multicore and distributed servers. These sophisticated algorithms perform fine-grained synchronization between threads, making them notoriously difficult to design correctly. Indeed, bugs have been found both in actual implementations and in the designs proposed by experts in peer-reviewed publications. The rapid development and deployment of these concurrent algorithms has resulted in a rift between the algorithms that can be verified by the state-of-the-art techniques and those being developed and used today. The goal of this book is to show how to bridge this gap in order to bring the certified safety of formal verification to high-performance concurrent search structures. Similar techniques and frameworks can be applied to concurrent graph and network algorithms beyond search structures.

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