کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
489809 704628 2015 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A Novel Approach for Improving Security and Storage Efficiency on HDFS
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
A Novel Approach for Improving Security and Storage Efficiency on HDFS
چکیده انگلیسی

Distributed file system for the storage of massive files have obvious advantages compared with the conventional file system. For instance, Hadoop Distributed File System (HDFS) implemented with commodity hardware has the advantages of low cost, high fault tolerance, scalability, etc. However, HDFS has the potential safety hazard due to the unencrypted data stored in Datanode, which may cause data leakage during the manipulation. In this paper, we purpose a new architecture based on HDFS, combined with network coding and multi-node reading, to improve the security and storage efficiency of the distributed file system. Experiments have shown that the method proposed in this paper greatly improves the safety of files transfer and storage, while the speed of files reading has increased threefold compared to the original HDFS model.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 52, 2015, Pages 631-635