November 2018: HDR (Research supervision habilitation) in Computer Science, Sidi Bel Abbes University, Algeria.
December 2012: Ph. D. in Computer Science,Lyon 1 University, France.
June 2009: Magister in Computer Science, Bejaia University, Algeria.
June 2006: Engineer in Computer Science, Chlef University, Algeria.