Energy-Efficient Computing Lecture Highlights: Memory Management, Power Consumption, and Policies

cse 591 energy efficient computing lecture n.w
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Delve into the realm of energy-efficient computing with insights on memory power management, processor-memory architecture, power consumption breakdown, and dynamic vs. static policies. Explore strategies for optimizing power usage, memory hierarchy, and addressing latency issues through innovative solutions in this informative lecture.

  • Energy Efficient
  • Computing
  • Memory Management
  • Power Consumption
  • Dynamic Policies

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  1. CSE 591: Energy-Efficient Computing Lecture 12 SLEEP: memory Anshul Gandhi 347, CS building anshul@cs.stonybrook.edu

  2. commercial paper

  3. Processor + memory architecture

  4. Power consumption breakdown

  5. Transactional workloads

  6. Multi-tier deployment

  7. Memory Power Management Two low-power states: Self-refresh and power-down Data placement (concentrate active data and new pages) Memory address mapping (striping vs. single device) Memory compression (can reduce memory capacity)

  8. power_page paper

  9. Memory Hierarchy

  10. Power and latency

  11. Static Policies All chips active all the time (AlwaysOn) All chips transition to a fixed low-power state when idle standby nap powerdown What is missing from these policies?

  12. Static Policies: Evaluation: Random

  13. Static Policies: Evaluation: SFT

  14. Dynamic Policies Active when idle Transition to next lower level if idle for threshold time High threshold issues? Low threshold issues? Exploit locality of reference Sequential first-touch

  15. Dynamic Policies: SFT vs. Freq

  16. Power and latency

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