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Takfarinas Saber

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Takfarinas Saber's picture
University of Galway

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I am a Lecturer/Assistant Professor in the School of Computer Science at University of Galway. I am also a Funded-Investigator in Lero, the Science Foundation Ireland Research Centre for Software.

My area of expertise is in the optimisation of Complex Software Systems such as Cloud Computing, Distributed Systems, and Wireless Communication Networks. I design and apply novel Artificial Intelligence techniques from Operations Research, Machine Learning, and Evolutionary Computation/Learning to advance the Engineering and Testing of such systems and enhance their Performance and Trustworthiness.

Previously, I have held the position of Lecturer/Assistant Professor at both the School of Computer Science, University College Dublin (UCD) and the School of Computing, Dublin City University (DCU). I have also held a Post-doctoral Researcher position at the Natural Computing Research & Applications Group located in Michael Smurfit Graduate Business School, UCD.

I obtained my PhD in Computer Science in 2017 from UCD, Ireland. My PhD topic is Multi-objective Optimisation of Large-Scale Data Centres: I designed multi-objective meta-heuristics to satisfy complex requirements of capital allocators when deploying their software on Data Centres.

I obtained my BSc in Computer Science in 2011 and my MSc in Computer Science, track: Optimisation In Operations Research in 2013 from the University of Nantes, France.

  • Publications
2017
Saber T, Marques-Silva J, Thorburn J, Ventresque A.  2017.  Exact and Hybrid Solutions for the Multi-Objective VM Reassignment Problem. International Journal on Artificial Intelligence Tools. 26
2016
Brevet D, Saber T, Botterweck G, Ventresque A.  2016.  Preliminary Study of Multi-objective Features Selection for Evolving Software Product Lines. Search Based Software Engineering: 8th International Symposium, SSBSE 2016, Raleigh, NC, USA, October 8-10, 2016, ProceedingsSearch Based Software Engineering: 8th International Symposium, SSBSE 2016, Raleigh, NC, USA, October 8-10, 2016, Proceedings.
2015
Murphy L, Saber T, Ventresque A.  2015.  Towards a Multi-Objective VM Reassignment for Large Decentralised Data Centres. 8th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 20158th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2015.
Marques-Silva J, Murphy L, Saber T, Ventresque A.  2015.  MILP for the Multi-objective VM Reassignment Problem. ICTAI 2015, the annual IEEE International Conference on Tools with Artificial Intelligence 2015.ICTAI 2015, the annual IEEE International Conference on Tools with Artificial Intelligence 2015..
2014
Saber T, Ventresque A, Gandibleux X, Murphy L.  2014.  GeNePi: a Multi-Objective Machine Reassignment Algorithm for Data Centres. 9th International Workshop on Hybrid Metaheuristics.
2013
Saber T, Ventresque A, Murphy J.  2013.  ROThAr: Real-time On-line Traffic Assignment with Load Estimation. IEEE/ACM Distributed Systems and Real Time applications (DS-RT) 2013IEEE/ACM Distributed Systems and Real Time applications (DS-RT) 2013.

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