A prediction-based dynamic replication strategy for data-intensive applications

• Published in: Computers & electrical engineering Vol. 57; pp. 281 - 293
• Main Authors: Nagarajan, Vijaya, Maluk Mohamed, Mulk Abdul
• Format: Journal Article
• Language: English
• Published: Amsterdam Elsevier Ltd 01.01.2017; Elsevier BV
• Subjects: Access time; Association rules; Computational grids; Computer simulation; Data mining; Data replication; Geographical distribution; Intelligent Replica Manager; Middleware; Modified apriori algorithm; Prediction; Predictions; Replication; Scheduling; Servers; Storage capacity; Strategy; Replication; Association rules; Modified apriori algorithm; Prediction; Intelligent Replica Manager

•Intelligent Replica Manager – a new strategy for prediction-based dynamic replication is proposed.•Multi-criteria based replication algorithm is proposed for replica placement.•Modified apriori algorithm is designed for frequent datasets prediction.•Comparison with existing prediction-based dynamic...