MARS: Memory-Aware Metadata Management for Scalable Hadoop Systems

Effective management of metadata is emerging as an increasingly important task in large-scale distributed storage systems. In particular, in the Hadoop HDFS environment, due to the structural characteristics of maintaining all file system metadata in a single NameNode memory, memory overload and performance degradation problems occur as the data scale increases. This study proposes a new metadata…