Umit Cavus Buyuksahin

Umit Cavus Buyuksahin

Deutschland
538 Follower:innen 500+ Kontakte

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Experienced software developer and architect working in various sofware projects…

Aktivitäten

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Berufserfahrung und Ausbildung

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Veröffentlichungen

  • Improving forecasting accuracy of time series data using a new ARIMA-ANN hybrid method and empirical mode decomposition

    Journal of Neurocomputing

  • A Feature-based hybrid ARIMA-ANN model for univariate time series forecasting

    Journal of the Faculty of Engineering & Architecture of Gazi University

  • Time series forecasting using empirical mode decomposition and hybrid method

    IEEE 26th SIU Conference

  • Time Series Prediction with Two-Level Decomposition Using Moving-Average Filter and Empirical Mode Decomposition

    International Conference on Digital Transformation & Smart Systems

  • Incentive-based resource assignment and regulation for collaborative cloud services in community networks

    Journal of Computer and System Sciences

  • Prototyping Incentive-based Resource Assignment for Clouds in Community Networks

    IEEE Advanced Information Networking and Applications

  • Towards Incentive-based Resource Assignment and Regulation in Clouds for Community Networks

    International Conference on Grid Economics and Business Models

Projekte

  • Verification Engine

    Verification Engine is a system to detect possible attacks on online brand of businesses and notify both end-users and business authorities about attacks. I took main role in the full stack development, was responsible for the designing the architecture of the engine, extracting rules for phishing emails, appliying learning algorithms, and implementation of the engine.

    Andere Mitarbeiter:innen

  • BKT-Albania Complex Event Processing for Marketing

    According to needs for BKT banking in Albania, real-time complex event processing infrastructure based on EVAM designed and implemented. Many lind of event source are connected to system for marketing purposes.

  • Avea Customer Experience Management

    In order to monitor customer experinece in real-time, complex event processing infrastructure based on EVAM designed and implemented. More than 30 different event sources are connected to system.

  • Vakıfbank Event Driven Architecture Project

    Event based architecture for banking is designed and implemented using EVAM. Several event sources are connected to complex processing engine using db listeners, mq listeners, file listeners etc. Event processing engine EVAM is used as an orchestrator in the middle of the all event & action sources

    http://www.vakifbank.com/

    Andere Mitarbeiter:innen

  • Avea Bigdata Project

    Experiences on the big data part of the project targets location based analytic solution for both Avea's internal customers and external corporate customers

  • High Availability of YARN

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    Aimed how to improve Hadoop YARN availability. Proposed architecture for improving YARN availability and implemented the proof-of-concept of the architecture and evaluate the proof-of-concept.

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  • Fourth Workshop on Execution Environments for Distributed Computing 2012 – EEDC and Big Data

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    A created Hadoop Map-Reduce application is visualized. The application aims to solve a real problem of a home appliance distributor company in Turkey that is revealing the number of sold product at the end of each year. The application is implemented by using Hadoop Map-Reduce technology and HDFS. Its performance is tested by using Amazon Web Services in cloud computing such as; EC2, Elastic Map-Reduce, and S3 storage.

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