AI RESEARCH
Multi-Dimensional Autoscaling of Stream Processing Services on Edge Devices
arXiv CS.AI
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ArXi:2510.06882v2 Announce Type: replace-cross Edge devices have limited resources, which inevitably leads to situations where stream processing services cannot satisfy their needs. While existing autoscaling mechanisms focus entirely on resource scaling, Edge devices require alternative ways to sustain the Service Level Objectives (SLOs) of competing services. To address these issues, we