18 citations · 51 across the 6 of their papers we have counts for
7 papers
Predicting Market Trends with Enhanced Technical Indicator Integration and Classification Models
Abdelatif Hafid, Abderazzak Mouiha, Linglong Kong +4
Thanks to the high potential for profit, trading has become increasingly attractive to investors as the cryptocurrency and stock markets rapidly expand. However, because financial…
Cryptocurrency Price Forecasting Using XGBoost Regressor and Technical Indicators
Abdelatif Hafid, Maad Ebrahim, Ali Alfatemi +2
The rapid growth of the stock market has attracted many investors due to its potential for significant profits. However, predicting stock prices accurately is difficult because fin…
Fully Distributed Fog Load Balancing with Multi-Agent Reinforcement Learning
Maad Ebrahim, Abdelhakim Hafid
Real-time Internet of Things (IoT) applications require real-time support to handle the ever-growing demand for computing resources to process IoT workloads. Fog Computing provides…
Lifelong Learning for Fog Load Balancing: A Transfer Learning Approach
Maad Ebrahim, Abdelhakim Senhaji Hafid, Mohamed Riduan Abid
Fog computing emerged as a promising paradigm to address the challenges of processing and managing data generated by the Internet of Things (IoT). Load balancing (LB) plays a cruci…
Privacy-Aware Load Balancing in Fog Networks: A Reinforcement Learning Approach
Maad Ebrahim, Abdelhakim Hafid
In this paper, we propose a load balancing algorithm based on Reinforcement Learning (RL) to optimize the performance of Fog Computing for real-time IoT applications. The algorithm…
Resilience and Load Balancing in Fog Networks: A Multi-Criteria Decision Analysis Approach
Maad Ebrahim, Abdelhakim Hafid
The advent of Cloud Computing enabled the proliferation of IoT applications for smart environments. However, the distance of these resources makes them unsuitable for delay-sensiti…
Blockchain as privacy and security solution for smart environments: A Survey
Maad Ebrahim, Abdelhakim Hafid, Etienne Elie
Blockchain was always associated with Bitcoin, cryptocurrencies, and digital asset trading. However, its benefits are far beyond that. It supports technologies like the Internet-of…