Leveraging Serverless Computing in Edge C2

The edge-based command and control system (Edge C2) serves as a crucial complement to the traditional centralized command and control system. In Edge C2, computing devices have relatively constrained resources and computing request patterns have a high degree of dynamism. When leveraging cloud computing to facilitate computation tasks in Edge C2, those traits must be carefully taken into consideration. Compared to other traditional cloud computing paradigms that require heavily user-managed pre-allocation of various resources, serverless computing can more effectively utilize the limited resources of edge devices and handle highly dynamic computation demands. In this paper, we analyze the advantages of using serverless computing in Edge C2 scenario and design simulation experiments to compare the performance of serverless computing with traditional cloud computing with static pre-allocation of resources. Results show that serverless computing has better performance with regards to resource utilization, thus a more suitable fit for the computation requirements of Edge C2 scenario.

Authors

Institutions

Publication Details

Published
2024-10-11
DOI
https://doi.org/10.1109/cbase64041.2024.10824409
Primary Topic
Cloud Computing and Resource Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Leveraging Serverless Computing in Edge C2

Zhi Hua Feng, Hong Zhang, Xiaowei Xu, Xing Wan
Cloud Computing and Resource Management
article

Leveraging Serverless Computing in Edge C2

Zhi Hua Feng, Hong Zhang, Xiaowei Xu, Xing Wan
article en

Abstract

The edge-based command and control system (Edge C2) serves as a crucial complement to the traditional centralized command and control system. In Edge C2, computing devices have relatively constrained resources and computing request patterns have a high degree of dynamism. When leveraging cloud computing to facilitate computation tasks in Edge C2, those traits must be carefully taken into consideration. Compared to other traditional cloud computing paradigms that require heavily user-managed pre-allocation of various resources, serverless computing can more effectively utilize the limited resources of edge devices and handle highly dynamic computation demands. In this paper, we analyze the advantages of using serverless computing in Edge C2 scenario and design simulation experiments to compare the performance of serverless computing with traditional cloud computing with static pre-allocation of resources. Results show that serverless computing has better performance with regards to resource utilization, thus a more suitable fit for the computation requirements of Edge C2 scenario.

Beijing Institute of Technology (CN), China Aerospace Science and Industry Corporation (China) (CN)
Openalex Percentile: Top 59%
Cloud Computing and Resource Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Leveraging Serverless Computing in Edge C2 — Zhi Hua Feng, Hong Zhang, et al. · (2024) | TGRS Research Map | TGRS