Performance Measurement of Distributed Storage on Edge Devices

Priyam Loganathan, Dhruv Rauthan, Animesh Trivedi, Vinayak Naik

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Abstract

Edge computing and storage have been proposed as an alternative to current cloud computing infrastructures to address the latter's limitations. However, edge computing services and support for applications based on edge infrastructures are still in the incipient stages. There are numerous storage services for efficient data storage in the cloud. In contrast, few such services exist at the edge. We look at the performance of a cloud storage service Cassandra when deployed on an edge network. In this paper, we analyze Cassandra's performance in three different networks. We vary Cassandra's attributes and the overall conditions in each network to simulate a real-world scenario and study the effect on the total time taken for a particular request. We (a) establish trends for different configurations, (b) discuss the reasoning behind them, and (c) suggest optimal configurations for the networks used, which are important for deploying Cassandra in an edge setting.

Original languageEnglish
Title of host publication2023 15th International Conference on COMmunication Systems and NETworkS (COMSNETS)
Subtitle of host publication[Proceedings]
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages841-846
Number of pages6
ISBN (Electronic)9781665477062
DOIs
Publication statusPublished - 15 Feb 2023
Event15th International Conference on COMmunication Systems and NETworkS, COMSNETS 2023 - Bangalore, India
Duration: 3 Jan 20238 Jan 2023

Conference

Conference15th International Conference on COMmunication Systems and NETworkS, COMSNETS 2023
Country/TerritoryIndia
CityBangalore
Period3/01/238/01/23

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

Keywords

  • Cloud Storage
  • Edge Computing
  • Performance Analysis

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