Just attended a special session on "Energy-aware Scheduling for Cloud Data Centers using LSTM Prediction and the African Vulture Optimization Algorithm (AVOA)" it’s a bit technical for some people and no wonder the room was a bit empty 😂
They tackled minimising energy consumption and task completion time in cloud data centers with randomly arriving tasks. By using
#LSTM (Long Short-Term Memory
#algorithm for predicting future CPU and memory needs) and
#AVOA (an optimization algorithm inspired by the scavenging behaviour of African vultures for efficient task scheduling), they achieved some improvements. Tested on a real-world Alibaba dataset, their approach outperformed
#algorithms like the Spider Web Optimiser and Moth Flame Algorithm in energy efficiency and scheduling performance.
#CloudComputing #EnergyEfficiency #LSTM #AVOA #Optimization #DataCenters