Huang, Kaisong.
Indexing on Non-Volatile Memory Techniques, Lessons Learned and Outlook / [electronic resource] : by Kaisong Huang, Tianzheng Wang. - 1st ed. 2024. - VIII, 87 p. 25 illus., 24 illus. in color. online resource. - SpringerBriefs in Computer Science, 2191-5776 . - SpringerBriefs in Computer Science, .
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.
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.
9783031476273
10.1007/978-3-031-47627-3 doi
Database management.
Database Management.
QA76.9.D3
005.74
Indexing on Non-Volatile Memory Techniques, Lessons Learned and Outlook / [electronic resource] : by Kaisong Huang, Tianzheng Wang. - 1st ed. 2024. - VIII, 87 p. 25 illus., 24 illus. in color. online resource. - SpringerBriefs in Computer Science, 2191-5776 . - SpringerBriefs in Computer Science, .
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.
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.
9783031476273
10.1007/978-3-031-47627-3 doi
Database management.
Database Management.
QA76.9.D3
005.74