With Solid State Disks (SSDs) offering high degrees of parallelism, SSD controllers place data and direct requests to exploit the maximum offered hardware parallelism. In the quest to maximize parallelism and utilization, sub-requests of a request that are directed to different flash chips by the scheduler can experience differential wait times since their individual queues are not coordinated and load balanced at all times. Since the macro request is considered complete only when its last sub-request completes, some of its subrequests that complete earlier have to necessarily wait for this last sub-request. This paper opens the door to a new class of schedulers to leverage such slack between sub-requests in order to improve response times. Specifically, the paper presents the design and implementation of a slack-enabled re-ordering scheduler, called Slacker, for sub-requests issued to each flash chip. Layered under a modern SSD request scheduler, Slacker estimates the slack of each incoming sub-request to a flash chip and allows them to jump ahead of existing sub-requests with sufficient slack so as to not detrimentally impact their response times. Slacker is simple to implement and imposes only marginal additions to the hardware. Using a spectrum of 21 workloads with diverse read-write characteristics, we show that Slacker provides as much as 19.5%, 13% and 14.5% improvement in response times, with average improvements of 12%, 6.5% and 8.5%, for write-intensive, read-intensive and read-write balanced workloads, respectively.
|Title of host publication||ASPLOS 2017 - 22nd International Conference on Architectural Support for Programming Languages and Operating Systems|
|Publisher||Association for Computing Machinery|
|Number of pages||14|
|Publication status||Published - 2017 Apr 4|
|Event||22nd International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2017 - Xi'an, China|
Duration: 2017 Apr 8 → 2017 Apr 12
|Name||International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS|
|Other||22nd International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2017|
|Period||17/4/8 → 17/4/12|
Bibliographical noteFunding Information:
We thank the reviewers for their valuable suggestions. This work is supported in part by NSF grants 1302557, 1213052, 1439021, 1302225, 1629129, 1526750, and 1629915 and a grant from Intel. Myoungsoo Jung also acknowledges grants NRF 2016R1C1B2015312/2015M3C4A7065645 and MSIP IITP-2015-R0346-15-1008.
All Science Journal Classification (ASJC) codes
- Information Systems
- Hardware and Architecture