Title :
Topology-aware data movement and staging for I/O acceleration on Blue Gene/P supercomputing systems
Author :
Vishwanath, Venkatram ; Hereld, Mark ; Morozov, Vitali ; Papka, Michael E.
Author_Institution :
Argonne Nat. Lab., Argonne, IL, USA
Abstract :
There is growing concern that I/O systems will be hard pressed to satisfy the requirements of future leadership-class machines. Even current machines are found to be I/O bound for some applications. In this paper, we identify existing performance bottlenecks in data movement for I/O on the IBM Blue Gene/P (BG/P) supercomputer currently deployed at several leadership computing facilities. We improve the I/O performance by exploiting the network topology of BG/P for collective I/O, leveraging data semantics of applications and incorporating asynchronous data staging. We demonstrate the efficacy of our approaches for synthetic benchmark experiments and for application-level benchmarks at scale on leadership computing systems.
Keywords :
computer network performance evaluation; input-output programs; multiprocessing systems; parallel machines; telecommunication network topology; Blue Gene/P supercomputing systems; I/O acceleration; I/O performance improvement; I/O systems; asynchronous data staging; leadership computing facilities; leadership computing systems; leadership-class machines; network topology; topology-aware data movement; topology-aware data staging; Data models; Lead; Network topology; Semantics; Servers; Switches; Throughput;
Conference_Titel :
High Performance Computing, Networking, Storage and Analysis (SC), 2011 International Conference for
Conference_Location :
Seatle, WA
Electronic_ISBN :
978-1-4503-0771-0