ReStorEdge: An edge computing system with reuse semantics

• DOI: 10.48550/arxiv.2405.17263
• Publication Date: 2024-05-27
• Authors: Adrian-Cristian N...; Spyridon Mastorakis; Md Washik Al Azad; David Griffin; Miguel Rio
• Keywords: Computer Science - Networking and Internet Architecture; Networking and Internet Architecture (cs.NI); FOS: Computer and information sciences; Emerging Technologies (cs.ET); Computer Science - Databases; Computer Science - Distributed, Parallel, and Cluster Computing; Computer Science - Emerging Technologies; Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC)

This paper investigates an edge computing system where requests are processed by a set of replicated servers. We investigate class applications similar queries produce identical results. To reduce processing overhead on the servers we store results previous computations and return them when new sufficiently to earlier ones that produced results, avoiding necessity every query. implement similarity-based data classification system, which evaluate based real-world datasets images voice queries. range orchestration strategies distribute cached between nodes show throughput over distributed can be increased 25-33%, increasing its capacity for higher workloads.