作者
Najme Mansouri, Mohammad Masoud Javidi
发表日期
2018/10/1
期刊
Journal of Systems and Software
卷号
144
页码范围
197-215
出版商
Elsevier
简介
Data replication is an effective technique that decreases retrieval time, thus reducing energy consumption in Cloud. When necessary files aren't locally available, they will be fetched from remote locations that is very high-time consuming process. Therefore, it is superior to pre-replicate the popular files. Even though few previous works considered prediction-based replication strategy, the prediction is not precise at many situations and occupies the storage. To address these challenges, a new dynamic replication strategy called Prefetching-aware Data Replication (PDR) is proposed, which determines the correlation of the data files using the file access history and pre-fetches the most popular files. So, the next time that this site requires a file, it will be locally available. In addition, due to the storage space restriction, replica replacement strategy plays a vital role. PDR strategy can ascertain the importance of valuable …
引用总数
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