ePrints.FRI - University of Ljubljana, Faculty of Computer and Information Science

Web-based platform for dataflow processing

Miran Levar (2015) Web-based platform for dataflow processing. MSc thesis.

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    This Thesis presents the design and implementation of a web-based general-purpose data processing platform. The platform consists of a storage system, processing system, and an application server with an exposed RESTful interface. Through this interface clients, such as web browser applications, can access and control data processing as well as view the results of it. The processing system is inspired by dataflow processing, defining each process as a black box with inputs and outputs. Connecting the outputs to inputs of other processes enables data to flow between processes and allows for creation of processing pipelines. Triggers – conditions under which a process can begin work on available input data – enable automation of the processing pipelines. Such a system allows users who lack programming expertise to easily create and run complex dataflow operations.

    Item Type: Thesis (MSc thesis)
    Keywords: web application, multi-layered architecture, dataflow processing, data analytics
    Number of Pages: 77
    Language of Content: English
    Mentor / Comentors:
    Name and SurnameIDFunction
    prof. dr. Blaž Zupan106Mentor
    izr. prof. dr. Denis HelicComentor
    Link to COBISS: http://www.cobiss.si/scripts/cobiss?command=search&base=51012&select=(ID=1536640963)
    Institution: University of Ljubljana
    Department: Faculty of Computer and Information Science
    Item ID: 3208
    Date Deposited: 23 Oct 2015 13:55
    Last Modified: 17 Nov 2015 11:59
    URI: http://eprints.fri.uni-lj.si/id/eprint/3208

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