PCStream: Automatic Stream Allocation Using Program Contexts

Authors: 

Taejin Kim and Sangwook Shane Hahn, Seoul National University; Sungjin Lee, DGIST; Jooyoung Hwang and Jongyoul Lee, Samsung Electronics; Jihong Kim, Seoul National University

Abstract: 

We propose a fully automatic stream management technique, called PCStream, for multi-streamed SSDs. PCStream is based on our observation that data lifetimes can be reliably predicted using write program contexts. By extracting program contexts during runtime, PCStream automates the data-to-stream mapping. When data mapped to the same stream show large differences in their lifetimes, PCStream moves the long-lived data of the current stream to its substream during garbage collection. Our experimental results show that PCStream can reduce the garbage collection overhead as much as a highly-optimized manual stream management technique while no code modification is necessary.

Open Access Media

USENIX is committed to Open Access to the research presented at our events. Papers and proceedings are freely available to everyone once the event begins. Any video, audio, and/or slides that are posted after the event are also free and open to everyone. Support USENIX and our commitment to Open Access.

BibTeX
@inproceedings {216874,
author = {Taejin Kim and Sangwook Shane Hahn and Sungjin Lee and Jooyoung Hwang and Jongyoul Lee and Jihong Kim},
title = {PCStream: Automatic Stream Allocation Using Program Contexts},
booktitle = {10th {USENIX} Workshop on Hot Topics in Storage and File Systems (HotStorage 18)},
year = {2018},
address = {Boston, MA},
url = {https://www.usenix.org/conference/hotstorage18/presentation/kim-taejin},
publisher = {{USENIX} Association},
}