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학술대회 A Sandpile based Load Distribution over Edges
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저자
문용혁, 이용주
발행일
201810
출처
International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.979-981
DOI
https://dx.doi.org/10.1109/ICTC.2018.8539721
협약과제
18HS6700, 부하분산과 능동적 적시 대응을 위한 빅데이터 엣지 분석 기술 개발, 이용주
초록
Prior load balancing heuristics for edge computing require additional efforts for collecting and analyzing the global knowledge on a system. To this end, we propose a sandpile based load distribution scheme, which confidently guarantees that the entire edge resources naturally evolve towards the most stable state in a natural fashion. Our scheme is evaluated with three heuristic strategies and their performance is discussed in terms of avalanche behavior, latency minimization, and self-organized criticality.
키워드
edge computing, load balancing, sandpile model
KSP 제안 키워드
Distribution scheme, Latency minimization, Load balancing, Load distribution, Self-Organized Criticality, based load, edge computing, heuristic strategies, sandpile model, stable state