Power-Capped DVFS and Thread Allocation with ANN Models on Modern NUMA Systems

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  R1337CSC: ENPOWER

  Nikolopoulos, D. (PI) & Woods, R. (CoI)

  01/08/2013 → 05/02/2018

  Project: Research

  • Energy Consumption 100%
  • Power Consumption 79%
  • Analytics 73%
  • Computing 63%
  • Dynamic Voltage and Frequency Scaling 57%

• R6410CSC: NanoStreams: A Hardware and Software Stack for Real-Time Analytics on Fast Data Streams

  Nikolopoulos, D. (PI), Spence, I. (CoI) & Woods, R. (CoI)

  01/08/2013 → 28/02/2017

  Project: Research

  • Server 100%
  • Analytics 83%
  • Hardware 77%
  • Energy Efficient 75%
  • Computing 68%

• R1131CSC: ERA-Net CHIST-ERA

  Nikolopoulos, D. (PI)

  01/08/2012 → 09/01/2016

  Project: Research

  • Energy Consumption 100%
  • Parallel Program 76%
  • Computing 72%
  • Multicore System 69%
  • Power Consumption 69%

• R1330CSC: Abstraction-Level Energy Accounting and Optimization in Many-core Programming Languages

  Nikolopoulos, D. (PI) & de Supinski, B. (CoI)

  01/08/2012 → 28/04/2017

  Project: Research

  • Energy Consumption 100%
  • Power Consumption 79%
  • Server 67%
  • Computing 63%
  • Dynamic Voltage and Frequency Scaling 57%

• R6396CSC: SCORPIO: Significance-Based Computing for Reliability and Power Optimization

  Nikolopoulos, D. (PI) & Karakonstantis, G. (CoI)

  01/08/2012 → 31/05/2016

  Project: Research

  • Computing 100%
  • Application 62%
  • runtime system 61%
  • Energy Consumption 59%
  • Approximate Computing 44%