DocumentCode
2960686
Title
Heterogeneous cloud systems monitoring using semantic and linked data technologies
Author
Portosa, Alessandro ; Rafique, M. Mustafa ; Kotoulas, Spyros ; Foschini, Luca ; Corradi, Antonio
Author_Institution
Dipt. di Inf. - Scienza e Ing. (DISI), Univ. of Bologna, Bologna, Italy
fYear
2015
fDate
11-15 May 2015
Firstpage
497
Lastpage
503
Abstract
Cloud businesses need comprehensive visibility on hardware and software components, their utilization and their configuration. In addition, they need to integrate such information with their asset management systems and publicly available information such as hardware specifications. In this paper, we present an approach for cloud management and monitoring based on a semantic layer that unifies different interfaces and representations, and makes all relevant information accessible from a single point. We show a proof-of-concept based on OpenStack and Linked Data technologies and evaluate it in terms of overhead, query execution times, and effectiveness in the data gathering phase. Our findings indicate that a semantics-based approach is indeed feasible and advantageous for providing uniform access across different cloud environments and levels.
Keywords
cloud computing; distributed databases; semantic Web; OpenStack; asset management systems; cloud businesses; cloud environments; cloud management; cloud monitoring; comprehensive visibility; data gathering phase; hardware components; hardware specifications; heterogeneous cloud systems monitoring; linked data technologies; overhead evaluation; query execution times; semantic Web; semantic layer; semantic technologies; semantics-based approach; software components; Computer architecture; Hardware; Measurement; Monitoring; Resource description framework; Semantics; Servers; ∗ as a Service (∗aaS); Cloud computing; linked data; monitoring;
fLanguage
English
Publisher
ieee
Conference_Titel
Integrated Network Management (IM), 2015 IFIP/IEEE International Symposium on
Conference_Location
Ottawa, ON
Type
conf
DOI
10.1109/INM.2015.7140328
Filename
7140328
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