DoLen: User-side multi-cloud application monitoring
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Konferenzband › Beigetragen › Begutachtung
Beitragende
Abstract
Cloud computing is a popular platform offering computation, storage and communication resources as a service. Monitoring the performance and behavior of multi-cloud applications in a scenario where applications are deployed on multiple cloud providers is a challenge for cloud computing research community. In this paper, we propose a framework that allows monitoring in near real-time resource utilization including CPU, memory, disk activity and network traffic of applications deployed in multiple clouds. We conducted various experiments using a cluster to simulate three clouds, showing the framework's ability to analyze resource consumption of Hadoop applications deployed in clouds in near real-time. We also performed VM-to-VM attacks to evaluate anomaly detection capacity of the proposed framework.
Details
Originalsprache | Englisch |
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Titel | Future Internet of Things and Cloud |
Publikationsstatus | Veröffentlicht - 2014 |
Peer-Review-Status | Ja |
Konferenz
Titel | 2014 International Conference on Future Internet of Things and Cloud, FiCloud 2014 |
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Kurztitel | FiCloud2014 |
Veranstaltungsnummer | |
Dauer | 27 August 2014 |
Ort | |
Stadt | Barcelona |
Land | Spanien |
Externe IDs
Scopus | 84922570838 |
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Schlagworte
Forschungsprofillinien der TU Dresden
DFG-Fachsystematik nach Fachkollegium
Schlagwörter
- multi-cloud application, Cloud monitoring, DoS