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Dynamic Task-to-chip Allocation for Real-time I/O Guarantees in Flash Storage Systems

Title
Dynamic Task-to-chip Allocation for Real-time I/O Guarantees in Flash Storage Systems
Alternative Title
플래시 기반 저장장치에서의 실시간 I/O 보장을 위한 동적인 Task-to-chip 할당 기법
Author(s)
Gyeongtaek Kim
DGIST Authors
Gyeongtaek KimHoon Sung ChwaSungjin Lee
Advisor
좌훈승
Co-Advisor(s)
Sungjin Lee
Issued Date
2021
Awarded Date
2021/02
Type
Thesis
Subject
Real-time Systems, NAND Flash Storage, 실시간 시스템, 플래시 기반 저장장치
Abstract
The goal of this paper is to provide worst-case timing guarantees for real-time I/O requests, while fully utilizing the potential bandwidth for non real-time I/O requests in NAND flash storage systems. We identify a trade-off between flash chip sharing and I/O workload isolation in terms of timing guarantees and bandwidth. By taking such a trade-off into account, we propose a new real-time I/O scheduling framework that enables dynamic isolation between real-time I/O requests to meet all timing constraints and co-scheduling of real-time and non real-time I/O requests to provide high bandwidth utilization. Our in-depth evaluation results show that the proposed approach outperforms existing isolation approaches significantly in terms of both schedulability and bandwidth.
Table Of Contents
I. Introduction 1
II. Background 4
III. Motivation and Problem Statement 6
3.1 Motivation 6
3.2 Problem statement 8
IV. Cluster-based Resource Isolation 10
4.1 Task model 10
4.1.1 Real-time I/O task 10
4.1.2 Non real-time I/O job 12
4.2 Schedulability analysis 12
4.3 Task-to-cluster allocation for RT I/O tasks 13
4.4 Schedule generation for non-RT I/O jobs 15
V. Evaluation 17
5.1 Extensive simulations 17
5.2 Case study 20
VI. Conclusion and Discussion 21
References 22
URI
http://dgist.dcollection.net/common/orgView/200000362780

http://hdl.handle.net/20.500.11750/16669
DOI
10.22677/thesis.200000362780
Degree
Master
Department
Information and Communication Engineering
Publisher
DGIST
Related Researcher
  • 좌훈승 Chwa, Hoon Sung
  • Research Interests Real-Time Systems; Real-Time AI Services; Cyber-Physical Systems; Mobile Systems
Files in This Item:
200000362780.pdf

200000362780.pdf

기타 데이터 / 3.14 MB / Adobe PDF download
Appears in Collections:
Department of Electrical Engineering and Computer Science Theses Master

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