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huang kaisong; wang tianzheng - indexing on non-volatile memory

Indexing on Non-Volatile Memory Techniques, Lessons Learned and Outlook

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 11/2023
Edizione: 1st ed. 2024





Trama

This book focuses on online transaction processing indexes designed for scalable, byte-addressable non-volatile memory (NVM) and provides a systematic review and summary of the fundamental principles and techniques as well as an outlook on the future of this research area.

In this book, the authors divide the development of NVM indexes into three “eras”— pre-Optane, Optane and post-Optane—based on when the first major scalable NVM device (Optane) became commercially available and when it was announced to be discontinued. The book will analyze the reasons for the slow adoption of NVM and give an outlook for indexing techniques in the post-Optane era.

The book assumes only basic undergraduate-level understanding on indexing (e.g., B+-trees, hash tables) and database systems in general. It is otherwise self-contained with the necessary background information, including an introduction to NVM hardware and software/programming issues, a detailed description of different indexes in highly concurrent systems for non-experts and new researchers to get started in this area.





Sommario

1. Introduction.- 2. NVM Hardware and Software.- 3. A Primer on Database Indexing.- 4. Range Indexes on Non-Volatile Memory.- 5. Hash Tables on Non-Volatile Memory.- 6. Summary.- 7. Lessons Learned and Outlook.




Autore

Kaisong Huang is a PhD student advised by Dr. Tianzheng Wang in the School of Computing Science at Simon Fraser University. His research interests are mainly focused on database engines, transaction processing, and storage management. In 2022, he received the ACM SIGMOD Research Highlight Award.

Tianzheng Wang is an assistant professor in the School of Computing Science at Simon Fraser University (SFU) in Vancouver, Canada. His research centers around the making of database systems in the context of modern hardware, new programming language features and primitives, and new applications. His work has been recognized by two ACM SIGMOD Research Highlight Awards (2020 and 2022), a 2019 IEEE TCSC Award for Excellence in Scalable Computing (Early Career Researchers) and several nominations for best/memorable paper awards.











Altre Informazioni

ISBN:

9783031476266

Condizione: Nuovo
Collana: SpringerBriefs in Computer Science
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:VIII, 87 p. 25 illus., 24 illus. in color.
Pagine Arabe: 87
Pagine Romane: viii


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