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Scalable monitoring of large cloud systems

Nejc Saje (2016) Scalable monitoring of large cloud systems. MSc thesis.

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    Abstract

    Monitoring a large cloud can mean monitoring potentially thousands of ma- chines, so operators can not afford to gather and analyze the data in a centralized fashion. A prototype of a distributed communication and computation system for monitoring cloud systems has been developed, which is scalable, highly available, and based on real-time stream processing principles. In essence, it is a publish/- subscribe system, but when a subscription is made to a transformation of some data that is not being calculated yet, a new computation process is started that then provides the desired transformation. With nested transformations, data from an existing provider is reused, achieving that a certain computation on a piece of data is only ever performed once in the whole system.

    Item Type: Thesis (MSc thesis)
    Keywords: cloud, monitoring, scalability, availability, fault tolerance
    Number of Pages: 74
    Language of Content: English
    Mentor / Comentors:
    Name and SurnameIDFunction
    doc. dr. Mojca Ciglarič256Mentor
    Link to COBISS: http://www.cobiss.si/scripts/cobiss?command=search&base=51012&select=(ID=1536975043)
    Institution: University of Ljubljana
    Department: Faculty of Computer and Information Science
    Item ID: 3338
    Date Deposited: 19 May 2016 13:16
    Last Modified: 07 Jun 2016 08:29
    URI: http://eprints.fri.uni-lj.si/id/eprint/3338

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