Exploiting Workload Parallelism for Performance and Power Optimization in Blue Gene

Optimizing future supercomputing applications will depend on delivering the best performance for a given power budget. To determine the effect on efficiency of application-scaling parameters, this article analyzes system power and performance measurement results for real-world applications exploiting thread- and data-level parallelism on the Blue Gene/L system

[1]  Laxmikant V. Kalé,et al.  Achieving strong scaling with NAMD on Blue Gene/L , 2006, Proceedings 20th IEEE International Parallel & Distributed Processing Symposium.

[2]  Dirk Hoenicke,et al.  Data cache prefetching design space exploration for BlueGene/L supercomputer , 2005, 17th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'05).

[3]  Laxmikant V. Kale,et al.  NAMD2: Greater Scalability for Parallel Molecular Dynamics , 1999 .

[4]  Michael Gschwind,et al.  Power and performance optimization at the system level , 2005, CF '05.

[5]  Ajay K. Royyuru,et al.  Blue Gene: A vision for protein science using a petaflop supercomputer , 2001, IBM Syst. J..

[6]  G.V. Kopcsay,et al.  Creating the BlueGene/L supercomputer from low-power SoC ASICs , 2005, ISSCC. 2005 IEEE International Digest of Technical Papers. Solid-State Circuits Conference, 2005..

[7]  Michael Gschwind,et al.  Optimizing pipelines for power and performance , 2002, MICRO.

[8]  Alain J. Martin,et al.  ET 2 : a metric for time and energy efficiency of computation , 2002 .

[9]  Paul I. Pénzes,et al.  Energy-delay efficiency of VLSI computations , 2002, GLSVLSI '02.

[10]  Philip Heidelberger,et al.  Blue Gene/L advanced diagnostics environment , 2005, IBM J. Res. Dev..

[11]  Mark Horowitz,et al.  Energy dissipation in general purpose microprocessors , 1996, IEEE J. Solid State Circuits.

[12]  Alain J. Martin Towards an energy complexity of computation , 2001, Inf. Process. Lett..

[13]  B. M. Gordon,et al.  Supply and threshold voltage scaling for low power CMOS , 1997, IEEE J. Solid State Circuits.

[14]  José E. Moreira,et al.  Unlocking the Performance of the BlueGene/L Supercomputer , 2004, Proceedings of the ACM/IEEE SC2004 Conference.