192 citations
- Centre de Développement des Technologies AvancéesDZ2 papers
- Institut Polytechnique de BordeauxFR2 papers
- Alpha Omega Alpha Medical Honor SocietyUS1 paper
- Altran (France)FR1 paper
- Amar Telidji University of LaghouatDZ1 paper
- Anna Needs Neuroblastoma AnswersUS1 paper
- Centre de Recherche sur l'Information Scientifique et TechniqueDZ1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Hamad bin Khalifa UniversityQA1 paper
- Information Technology UniversityPK1 paper
- Institut de Recherche en Informatique de ToulouseFR1 paper
- Institut National des Langues et Civilisations OrientalesFR1 paper
13 papers
Towards using Reinforcement Learning for Scaling and Data Replication in Cloud Systems
Riad Mokadem, Fahem Arar, Djamel Eddine Zegour
Given its intuitive nature, many Cloud providers opt for threshold-based data replication to enable automatic resource scaling. However, setting thresholds effectively needs human…
LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers
Massinissa Merouani, Afif Boudaoud, Iheb Nassim Aouadj +7
While polyhedral compilers have shown success in implementing advanced code transformations, they still face challenges in selecting the ones that lead to the most profitable speed…
Novel Area-Efficient and Flexible Architectures for Optimal Ate Pairing on FPGA
Oussama Azzouzi, Mohamed Anane, Mouloud Koudil +2
While FPGA is a suitable platform for implementing cryptographic algorithms, there are several challenges associated with implementing Optimal Ate pairing on FPGA, such as security…
A Deep Learning Based Cost Model for Automatic Code Optimization
Riyadh Baghdadi, Massinissa Merouani, Mohamed-Hicham Leghettas +4
Enabling compilers to automatically optimize code has been a longstanding goal for the compiler community. Efficiently solving this problem requires using precise cost models. Thes…
A new approach for trading based on Long Short Term Memory technique
Zineb Lanbouri, Saaid Achchab
The stock market prediction has always been crucial for stakeholders, traders and investors. We developed an ensemble Long Short Term Memory (LSTM) model that includes two-time fre…
Multiple Benefits through Smart Home Energy Management Solutions -- A Simulation-Based Case Study of a Single-Family House in Algeria and Germany
Marc Ringel, Roufaida Laidi, Djamel Djenouri
From both global and local perspectives, there are strong reasons to promote energy efficiency. These reasons have prompted leaders in the European Union (EU) and countries of the…