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Red-shifting  your infrastructure without breaking the budget – Fat Nodes & GPGPUs Irish Centre for High End Computing Dr. Eoin Brazil, Technology Transfer
Outline of Presentation ,[object Object],[object Object],[object Object],[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
Red-Shift  /  Blue-shift Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs Rapidly growing compute and / or data demand beyond Moore’s Law
Characteristics of a  Red-shift  Company ,[object Object],[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
Google – A  Red-shift  Company ,[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
YouTube – A  Red-shift  Problem ,[object Object],[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
Scaling – Which Way ? ,[object Object],[object Object],[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
Off the Shelf ,[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
Big Data - Hadoop MapReduce ,[object Object],[object Object],[object Object],[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
Recipe for FAT Nodes ,[object Object],[object Object],[object Object],[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
Scaling & Optimising <~> Capacity Planning Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs Benchmark real runs against Amdahl's Law and Neil J. Gunther’s Universal Scalability Law (USL) to give insight into future planning for system and/or infrastructure.
Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
Training on CUDA ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
[object Object],[object Object],[object Object],Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
Acknowledgements Supported by Science Foundation Ireland under grant 08/HEC/I1450 and by HEA’s PRTLI-C4. GPGPU - Gilles Civario, ICHEC

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Fat Nodes & GPGPUs - Red-shifting your infrastructure without breaking the budget

  • 1. Red-shifting your infrastructure without breaking the budget – Fat Nodes & GPGPUs Irish Centre for High End Computing Dr. Eoin Brazil, Technology Transfer
  • 2.
  • 3. Red-Shift / Blue-shift Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs Rapidly growing compute and / or data demand beyond Moore’s Law
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11. Scaling & Optimising <~> Capacity Planning Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs Benchmark real runs against Amdahl's Law and Neil J. Gunther’s Universal Scalability Law (USL) to give insight into future planning for system and/or infrastructure.
  • 12. Irish Centre for High End Computing (ICHEC) - Optimisation with GPGPUs
  • 13.
  • 14.
  • 15. Acknowledgements Supported by Science Foundation Ireland under grant 08/HEC/I1450 and by HEA’s PRTLI-C4. GPGPU - Gilles Civario, ICHEC

Notas do Editor

  1. 1 / 10 the hardware cost 1 / 20 the electrical cost