Distributed Anomaly Detection and Prevention for Virtual Platforms
Distributed Anomaly Detection and Prevention for Virtual Platforms Dissertation zur Erlangung des mathematisch-naturwissenschaftlichen Doktorgrades \Doctor rerum naturalium" der Georg-August-Universit¨atG¨ottingen im Promotionsprogramm Computer Science (PCS) der Georg-August University School of Science (GAUSS) vorgelegt von Ali Imran Jehangiri aus Mansehra, Pakistan G¨ottingen,2015 Betreuungsausschuss Prof. Dr. Ramin Yahyapour, Gesellschaft f¨urwissenschaftliche Datenverarbeitung G¨ottingen mbH (GWDG), Institut f¨urInformatik, Georg-August-Universit¨atG¨ottingen Prof. Dr. Stephan Waack, Institut f¨urInformatik, Georg-August-Universit¨atG¨ottingen Mitglieder der Pr¨ufungskommission Referent: Prof. Dr. Ramin Yahyapour, Gesellschaft f¨urwissenschaftliche Datenverarbeitung G¨ottingen mbH (GWDG), Institut f¨urInformatik, Georg-August-Universit¨atG¨ottingen Korreferent: Prof. Dr. Andrei Tchernykh, Computer Science Department, CICESE Research Center, Ensenada, Baja California, Mexico Weitere Mitglieder der Pr¨ufungskommission Prof. Dr. Carsten Damm, Institut f¨urInformatik, Georg-August-Universit¨atG¨ottingen Prof. Dr. Dieter Hogrefe, Institut f¨urInformatik, Georg-August-Universit¨atG¨ottingen Prof. Dr. Xiaoming Fu, Institut f¨urInformatik, Georg-August-Universit¨atG¨ottingen Prof. Dr. Winfried Kurth, Abteilung Okoinformatik,¨ Biometrie und Waldwachstum, Georg-August- Universit¨atG¨ottingen Tag der m¨undlichen Pr¨ufung:17. 07 2015 i Abstract An increasing number of applications are being hosted on cloud based plat- forms [69]. Cloud platforms are serving as a general computing facility and applications being hosted on these platforms range from simple multi- tier web applications to complex social networking, eCommerce and Big Data applications. High availability, performance and auto-scaling are key requirements of Cloud based applications. Cloud platforms serve these requirements using dynamic provisioning of resources in on-demand, multi- tenant fashion.
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