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Author:

Fan, Dayong (Fan, Dayong.) | He, Dongzhi (He, Dongzhi.)

Indexed by:

CPCI-S

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.

Keyword:

scheduling Knative serverless

Author Community:

  • [ 1 ] [Fan, Dayong]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 2 ] [He, Dongzhi]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China

Reprint Author's Address:

  • [Fan, Dayong]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China

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Source :

PROCEEDINGS OF 2020 IEEE 5TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2020)

Year: 2020

Page: 619-622

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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