We argue that, along with bandwidth and capacity, lifetime of flash devices is also a critical resource that needs to be explicitly and carefully managed, especially in emerging consolidated environments. We study the resulting multi-resource allocation problem in a setting where “fairness” across consolidated workloads is desired. Towards this, we propose to adapt the well-known notion of dominant resource fairness (DRF). We empirically show that using DRF with only bandwidth and capacity (and ignoring lifetime) may result in poor device lifetime. Incorporating lifetime, however, turns out to be non-trivial. We identify key challenges in this adaptation and present simple heuristics. We also discuss possible design choices which will be fully explored in future work.
|Publication status||Published - 2019|
|Event||11th USENIX Workshop on Hot Topics in Storage and File Systems, HotStorage 2019, co-located with USENIX ATC 2019 - Renton, United States|
Duration: 2019 Jul 8 → 2019 Jul 9
|Conference||11th USENIX Workshop on Hot Topics in Storage and File Systems, HotStorage 2019, co-located with USENIX ATC 2019|
|Period||19/7/8 → 19/7/9|
Bibliographical noteFunding Information:
We thank Anirudh Badam, our shepherd, and the anonymous reviewers for their valuable feedback. This research is supported in part by NSF grants 1822923, 1439021, 1629915, 1626251, 1629129, 1763681, 1526750, 1439057, and 1717571. Jung's research is in part supported by NRF 2016R1C1B2015312, DOE DEAC02-05CH11231, NRF 2015M3C4A7065645, NRF 2017R1A4A1015498 and Sam-sung grant (IO181008-05622-01).
© USENIX Workshop on Hot Topics in Storage and File Systems, HotStorage 2019, co-located with USENIX ATC 2019.All right reserved.
All Science Journal Classification (ASJC) codes
- Computer Networks and Communications
- Hardware and Architecture
- Information Systems