arrow
Return

GeoDeploy: Geo-Distributed Application Deployment Using Benchmarking

delete2024-12-01
delete0
PRE
AI
D
Devki Nandan Jha
Y
Yinhao Li
Z
Zhenyu Wen *
G
Graham Morgan
P
Prem Prakash Jayaraman
M
Maciej Koutny
O
Omer Rana
R
Rajiv Ranjan
DOI:10.1109/TPDS.2024.3470532delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
Geo-distributed web-applications (GWA) can be deployed across multiple geographically separated datacenters to reduce the latency of access for users. Finding a suitable deployment for a GWA is challenging due to the requirement to consider a number of different parameters, such as host configurations across a federated infrastructure. The ability to evaluate multiple deployment configurations enables an efficient outcome to be determined, balancing resource usage while satisfying user requirements. We propose GeoDeploy, a framework designed for finding a deployment solution for GWA. We evaluate GeoDeploy using both a formal algorithmic model and a practical cloud-based deployment. We also compare our approach with other existing techniques.
Keywords:
Benchmark testing
Time factors
Optimization
Quality of service
Cloud computing
Web servers
Geology
Costs
Computational modeling
Bandwidth
Geo-distributed web-application (GWA)
benchmark
orchestrator
multi-objective optimization
cloud computing

Journal

IEEE Transactions on Parallel and Distributed Systems cover
IEEE Transactions on Parallel and Distributed Systems
IF:
6
Papers:
5.2K
Citations:
1.1W

Organization

N
newcastle university - uk
Scholars:
2.9W
Papers: 2.6W
Citations: 39
Z
zhejiang university of technology
Scholars:
3.3W
Papers: 2.0W
Citations: 22
S
Swinburne University of Technology
Scholars:
9.3K
Papers: 1.2W
Citations: 2.0W
C
Cardiff University
Scholars:
2.7W
Papers: 2.5W
Citations: 3.5W
researcher View more organizations
Cited Papers

Cited Papers

An Improved Hybrid Swarm Intelligence for Scheduling IoT Application Tasks in the Cloud
err2022-09-01
err73
PREAI
errAttiya, Ibrahim; Abd Elaziz, Mohamed; Abualigah, Laith; Nguyen, Tu N.; Abd El-Latif, Ahmed A.
errShare
errSave
Smart CloudBench-A framework for evaluating cloud infrastructure performance
err2015-04-26
err16
PREAI
errChhetri, Mohan Baruwal; Chichin, Sergei; Quoc Bao Vo; Kowalczyk, Ryszard
errShare
errSave
Infrastructure-efficient Virtual-Machine Placement and Workload Assignment in Cooperative Edge-Cloud Computing Over Backhaul Networks
err2023-01-01
err16
PREAI
errWang, Wei; Tornatore, Massimo; Zhao, Yongli; Chen, Haoran; Li, Yajie; Gupta, Abhishek; Zhang, Jie; Mukherjee, Biswanath
errShare
errSave
A Fault-Tolerant Workflow Composition and Deployment Automation IoT Framework in a Multicloud Edge Environment
err2022-07-01
err5
PREAI
errAlmurshed, Osama; Rana, Omer; Li, Yinhao; Ranjan, Rajiv; Jha, Devki Nandan; Patel, Pankesh; Jayaraman, Prem Prakash; Dustdar, Schahram
errShare
errSave
Geometric principles underlying the proliferation of a model cell system
err
IF0
err2019-11-18
err0
errOAAI
errLing Juan Wu; Seoungjun Lee; Sungshic Park; Lucy E. Eland; Anil Wipat; Seamus Holden; Jeff Errington
errShare
errSave
Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds
err2022-09-01
err43
PREAI
errTang, Xiaoyong; Cao, Wenbiao; Tang, Huiya; Deng, Tan; Mei, Jing; Liu, Yi; Shi, Cheng; Xia, Meng; Zeng, Zeng
errShare
errSave
researcher View more