Non-Volatile Memory (NVM) is a promising development for Database Management Systems (DBMS), offering abundant and fast storage to complement traditional disk and main memory architectures. NVM introduces additional data migration possibilities to the traditional buffer pool (BP) managers used by the DBMS. Hence, the efficient use of this new technology requires a re-design of the BP manager. For the cloud Database-as-a-Service products, this need for a re-design is further complicated by the traditional cloud providers' goal to minimize the Service Level Agreement (SLA) violation penalties paid to their tenants. Unfortunately, current research in the area does not provide a comprehensive picture of the components constituting a multi-tenant persistent memory aware BP manager for a cloud database that makes use of NVM. Furthermore, researchers lack the software tools needed to quickly prototype and estimate the effectiveness of novel data management policies guiding those components. In this paper, we attempt to remedy both issues, first, by proposing a generalized framework that defines the purpose and the abstract interfaces of various multitenant persistent memory-aware BP manager components, and second, by developing and demonstrating a simulator algorithm that is shown to aid in quick testing of different implementations of those BP manager components.
|Original language||English (US)|
|Title of host publication||Proceedings - 2020 IEEE 36th International Conference on Data Engineering Workshops, ICDEW 2020|
|Publisher||Institute of Electrical and Electronics Engineers Inc.|
|Number of pages||6|
|State||Published - Apr 2020|
|Event||36th IEEE International Conference on Data Engineering Workshops, ICDEW 2020 - Dallas, United States|
Duration: Apr 20 2020 → Apr 24 2020
|Name||Proceedings - 2020 IEEE 36th International Conference on Data Engineering Workshops, ICDEW 2020|
|Conference||36th IEEE International Conference on Data Engineering Workshops, ICDEW 2020|
|Period||4/20/20 → 4/24/20|
Bibliographical noteFunding Information:
This work is partially supported by the National Science Foundation Award No. 1349285.
© 2020 IEEE.
- Buffer storage
- Cloud computing
- Database systems
- Nonvolatile memory