A Dynamic Vertical Scaling Strategy for Distributed Stream Processing Applications in Edge Computing
A dynamic vertical scaling strategy based on Proximal Policy Optimization, formulated as a Partially Observable Markov Decision Process, which jointly adjusts task allocations and prioritizes compliance with a p95 end-to-end latency Service Level Objective is presented.
Guilherme Hiago Costa dos Santos, C. Kayser, Tiago Ferreto
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