Title :
Abstract: MemzNet: Memory-Mapped Zero-Copy Network Channel for Moving Large Datasets over 100Gbps Network
Author_Institution :
Comput. Res. Div., Lawrence Berkeley Nat. Lab., Berkeley, CA, USA
Abstract :
High-bandwidth networks are poised to provide new opportunities in tackling large data challenges in today´s scientific applications. However, increasing the bandwidth is not sufficient by itself; we need careful evaluation of future high-bandwidth networks from the applications´ perspective. We have experimented with current state-of-the-art data movement tools, and realized that file-centric data transfer protocols do not perform well with managing the transfer of many small files in high-bandwidth networks, even when using parallel streams or concurrent transfers. We require enhancements in current middleware tools to take advantage of future networking frameworks. To improve performance and efficiency, we develop an experimental prototype, called MemzNet: Memory-mapped Zero-copy Network Channel, which uses a block-based data movement method in moving large scientific datasets. We have implemented MemzNet that takes the approach of aggregating files into blocks and providing dynamic data channel management. In this work, we present our initial results in 100Gbps network.
Keywords :
computer networks; concurrency control; electronic data interchange; middleware; Memory-mapped Zero-copy Network Channel; MemzNet; Memznet; bit rate 100 Gbit/s; block-based data movement method; concurrent transfers; data movement tools; dynamic data channel management; file-centric data transfer protocols; high-bandwidth networks; large data challenges; large dataset moving; large scientific datasets; memory-mapped zero-copy network channel; middleware tools; networking frameworks; parallel streams; scientific applications; 100Gbps networking; climate data; data movement; high-speed networking;
Conference_Titel :
High Performance Computing, Networking, Storage and Analysis (SCC), 2012 SC Companion:
Conference_Location :
Salt Lake City, UT
Print_ISBN :
978-1-4673-6218-4
DOI :
10.1109/SC.Companion.2012.294