2015
DOI: 10.1016/j.compeleceng.2015.08.016
|View full text |Cite
|
Sign up to set email alerts
|

Workload modeling for resource usage analysis and simulation in cloud computing

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1
1
1

Citation Types

0
43
0

Year Published

2016
2016
2020
2020

Publication Types

Select...
5
2
1

Relationship

0
8

Authors

Journals

citations
Cited by 89 publications
(43 citation statements)
references
References 24 publications
0
43
0
Order By: Relevance
“…VCS simulator [24] Text-based Text User-defined Yes GridSim [25,26] Modified source code Chart None Yes ClusterSim [27] Clustering-based Text User-defined Yes CloudSim [28] Text …”
Section: Setup Methods Visualization Clustering Organization Simulationmentioning
confidence: 99%
See 1 more Smart Citation
“…VCS simulator [24] Text-based Text User-defined Yes GridSim [25,26] Modified source code Chart None Yes ClusterSim [27] Clustering-based Text User-defined Yes CloudSim [28] Text …”
Section: Setup Methods Visualization Clustering Organization Simulationmentioning
confidence: 99%
“…Existing studies on distributed resource clustering techniques and clustering visualization are outlined in Table 2 [23][24][25][26][27]. Table 2.…”
Section: Introductionmentioning
confidence: 99%
“…Performance measurements provide insight in how the hardware components are stressed when processing instructions and specific performance metrics can be identified for each individual component [9]. For example, [24] monitors the overall system throughput, CPU, memory and hard disk through the 'number of instructions', 'CPU utilization', 'memory utilization', and 'disk transactions per second' performance metrics. A different approach is to assume theoretical EC figures, e.g.…”
Section: B Resource Utilizationmentioning
confidence: 99%
“…On the other hand, in large-scale infrastructures the EC of network equipment is argued not to fluctuate heavily with increased traffic [30]. With regard to the instructions to process, a workload model should be made to reflect realistic conditions [24].…”
Section: B Resource Utilizationmentioning
confidence: 99%
“…eir model's accuracy is evaluated by predicting future workloads of request traces to web servers. Also, Magalhaes et al [3] developed a workload model for the CloudSim simulator using generalised extreme value/lambda distributions. ey argue that user behaviour must be considered in workload modelling.…”
Section: Related Workmentioning
confidence: 99%