An overview of the commercial cloud monitoring tools: research dimensions, design issues, and state-of-the-art

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Alhamazani, KhalidUniversity of New South Wales, Sydney, Australia (author)

An overview of the commercial cloud monitoring tools: research dimensions, design issues, and state-of-the-art

Article/chapterEnglish2015

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2014-04-16
Springer Science and Business Media LLC,2015
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LIBRIS-ID:oai:DiVA.org:ltu-4838
https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-4838URI
https://doi.org/10.1007/s00607-014-0398-5DOI

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Language:English
Summary in:English

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SwePubSwePub

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Subject category:ref swepub-contenttype
Subject category:art swepub-publicationtype

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Validerad; 2015; Nivå 2; 20140423 (andbra)
Cloud monitoring activity involves dynamically tracking the Quality of Service (QoS) parameters related to virtualized resources (e.g., VM, storage, network, appliances, etc.), the physical resources they share, the applications running on them and data hosted on them. Applications and resources configuration in cloud computing environment is quite challenging considering a large number of heterogeneous cloud resources. Further, considering the fact that at given point of time, there may be need to change cloud resource configuration (number of VMs, types of VMs, number of appliance instances, etc.) for meet application QoS requirements under uncertainties (resource failure, resource overload, workload spike, etc.). Hence, cloud monitoring tools can assist a cloud providers or application developers in: (i) keeping their resources and applications operating at peak efficiency, (ii) detecting variations in resource and application performance, (iii) accounting the service level agreement violations of certain QoS parameters, and (iv) tracking the leave and join operations of cloud resources due to failures and other dynamic configuration changes. In this paper, we identify and discuss the major research dimensions and design issues related to engineering cloud monitoring tools. We further discuss how the aforementioned research dimensions and design issues are handled by current academic research as well as by commercial monitoring tools.

Subject headings and genre

NATURVETENSKAP Data- och informationsvetenskap Medieteknik hsv//swe
NATURAL SCIENCES Computer and Information Sciences Media and Communication Technology hsv//eng
Pervasive Mobile Computing
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Ranjan, RajivCSIRO, Canberra, Australia (author)
Mitra, KaranLuleå tekniska universitet,Datavetenskap(Swepub:ltu)karan (author)
Rabhi, FethiUniversity of New South Wales, Sydney, Australia (author)
Jayaraman, Prem PrakashCSIRO, Canberra, Australia (author)
Khan, Samee UllahNorth Dakota State University, Fargo, USA (author)
Guabtni, AdneneNICTA, Sydney, Australia (author)
Bhatnagar, VasudhaUniversity of Delhi, New Delhi, India (author)
University of New South Wales, Sydney, AustraliaCSIRO, Canberra, Australia (creator_code:org_t)

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In:Computing: Springer Science and Business Media LLC97:4, s. 357-3770010-485X1436-5057

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By the author/editor: Alhamazani, Khal ...; Ranjan, Rajiv; Mitra, Karan; Rabhi, Fethi; Jayaraman, Prem ...; Khan, Samee Ulla ...; show more...; Guabtni, Adnene; Bhatnagar, Vasud ...; show less...

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NATURAL SCIENCES: NATURAL SCIENCES; and Computer and Inf ...; and Media and Commun ...

Articles in the publication: Computing

By the university: Luleå University of Technology

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