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Abstract:
Knative is a popular Kubernetes-based platform for managing serverless workloads with two main components Eventing and Serving. The Serving primitive helps to deploy serverless apps as Knative services and automatically scale them, even down to zero. However, the serving module uses a moving average method to calculate the number of pods, that calculated based on past data and not good at accounting for future changes. In this paper, we use double exponential smoothing to optimize the calculation of the number of pods. Preliminary experiments show that the results are better than the moving average. © 2020 IEEE.
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Year: 2020
Page: 614-617
Language: English
Cited Count:
WoS CC Cited Count: 0
SCOPUS Cited Count: 7
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 5
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