Dynamic Resource Allocation in Edge Computing Using Double Auction Mechanism

Technological advancements have drastically in-creased data generation, requiring immediate processing to extract insights. While cloud computing has transformed data handling, it faces issues like high latency and bandwidth usage. To address these, Edge computing has emerged, processing data closer to the source. By executing tasks at the network edge, it reduces processing time and ensures Quality of Service (QoS). This paper explores dynamic application allocation to edge nodes, optimizing resource utilization through a double auction mechanism, where providers and consumers bid competitively. Theoretical foundations are discussed, and simulations validate the mechanism's efficiency in resource allocation.

Authors

Institutions

Publication Details

Published
2024-11-29
DOI
https://doi.org/10.1109/aespc63931.2024.10872035
Citations
2
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
1.56
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dynamic Resource Allocation in Edge Computing Using Double Auction Mechanism

Anjan Bandyopadhyay, Mahendra Kumar Gourisaria, Amit Acharya, Utpala Dutta
2 citations
Blockchain Technology Applications and Security
1.56
article

Dynamic Resource Allocation in Edge Computing Using Double Auction Mechanism

Anjan Bandyopadhyay, Mahendra Kumar Gourisaria, Amit Acharya, Utpala Dutta
article en
2 citations

Abstract

Technological advancements have drastically in-creased data generation, requiring immediate processing to extract insights. While cloud computing has transformed data handling, it faces issues like high latency and bandwidth usage. To address these, Edge computing has emerged, processing data closer to the source. By executing tasks at the network edge, it reduces processing time and ensures Quality of Service (QoS). This paper explores dynamic application allocation to edge nodes, optimizing resource utilization through a double auction mechanism, where providers and consumers bid competitively. Theoretical foundations are discussed, and simulations validate the mechanism's efficiency in resource allocation.

KIIT University (IN)
Openalex Percentile: Top 11%
Blockchain Technology Applications and Security
1.56
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.