학술논문

멀티미디어 스트리밍 환경을 위한 캐쉬 성능평가 모델 설계 및 최적성 분석
Design and Optimality Analysis of Cache Performance Model for Multimedia Streaming Environments
Document Type
Article
Text
Source
한국인터넷방송통신학회 논문지, 10/31/2023, Vol. 23, Issue 5, p. 9-13
Subject
Multimedia streaming
cache performance model
interval caching
optimality
caching algorithm
Language
Korean
ISSN
2289-0238
Abstract
Multimedia streaming data is very large in size and accessed sequentially, making the LRU(Least Recently Used) algorithm widely used to improve I/O performance in traditional caching environments ineffective. Experimental analysis of this has shown the superiority of interval-based caching over LRU, but the theoretical basis has not been proven. In this paper, we design a cache performance model to analyze the optimality of caching for multimedia streaming environments and design a theoretically optimal caching algorithm based on interval caching. Then, we show that the algorithm we design is an optimal algorithm that minimizes cache misses of streaming data based on the proposed model.