IKKEN BENALI Sonia
Researcher-lecturer
Research interest
- Big Data
- Machine Learning
- Distributed Systems
- Business Intelligence
- Optimization Problems
Educational activities
- Discipline: Data Storage and Processing, Data Integration, Business Intelligence, Operations Research, Artificial Intelligence.
- Level: Integrated Preparatory Program, Engineering Program with a Specialization in Computer Science.
Background
PhD
Télécom SudParis - Institut Mines-Télécom - Pierre and Marie Curie University, Paris 6
« Efficient placement design and storage cost saving for big data workflow in cloud datacenters»
Master of Science in Research in Networks and Distributed Systems
Abderrahmane Mira University, Bejaïa (Algeria)
State computer engineer, Advanced Information Systems Option
Abderrahmane Mira University, Bejaïa (Algeria)
Selected publications
- Ikken, S., Renault, É., Tari, A. & Kechadi, M. T. Efficient Intermediate Data Placement for Improving Workflow of Big Data Processing in Cloud Datacentres. Submission in journal of Computer and System Sciences-Elsevier. 2018
- Barkat, A., Diniz dos Santos, A. & Ikken, S. Open Source Solutions for Building IaaS Clouds. SCALABLE COMPUTING. PRACTICE AND EXPERIENCE, 16(2), 187-204. 2015 .
- Ikken, S., Renault, É., Barkat, A., Tari, A. & Kechadi, M. T. Cost-Efficient Big Intermediate Data Placement in a Collaborative Cloud Storage Environment. In 2017 IEEE 19th International Conference on High Performance Computing and Communications "HPCC17". December 2017.
- Ikken, S., Renault, É., Barkat, A., Tari, A. & Kechadi, M. Efficient Intermediate Data Placement in Federated Cloud Data Centers Storage. In International Conference on Mobile, Secure and Programmable Networking (pp. 1-15) "MSPN2016" Springer International Publishing. June 2016.
- Ikken, S., Renault, É., Tari, A. & Kechadi, M. T. Toward Scheduling I/O Request of MapReduce Tasks Based on Markov Model. In International Conference on Mobile, Secure and Programmable Networking (pp. 78-89) "MSPN2015". Springer International Publishing. June 2015.