Joint frequency scaling of processor and DRAM

V Sundriyal, M Sosonkina - The Journal of Supercomputing, 2016 - Springer
Energy efficiency and energy-proportional computing have become a central focus in
modern supercomputers. Many previous energy-saving strategies have focused solely on …

A dynamic programming framework for DVFS-based energy-efficiency in multicore systems

S Hajiamini, B Shirazi, A Crandall… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Per-core Dynamic Voltage and Frequency (V/F) Scaling (DVFS) is a well-known
methodology for achieving energy efficiency in multicore systems. Heuristic DVFS …

Core and uncore joint frequency scaling strategy

V Sundriyal, M Sosonkina… - … of Computer and …, 2018 - digitalcommons.odu.edu
Energy-proportional computing is one of the foremost constraints in the design of next
generation exascale systems. These systems must have a very high FLOP-per-watt ratio to …

Dynamic power management for multicores: Case study using the intel SCC

R David, P Bogdan… - 2012 IEEE/IFIP 20th …, 2012 - ieeexplore.ieee.org
In this paper, a dynamic voltage and frequency scaling (DVFS) based power management
approach is implemented using the Intel SCC platform. To validate our framework, we show …

F-LEMMA: Fast learning-based energy management for multi-/many-core processors

A Zou, K Garimella, B Lee, C Gill, X Zhang - Proceedings of the 2020 …, 2020 - dl.acm.org
Over the last two decades, as microprocessors have evolved to achieve higher
computational performance, their power density also has increased at an accelerated rate …

Latency-aware DVFS for efficient power state transitions on many-core architectures

Z Lai, KT Lam, CL Wang, J Su - The Journal of Supercomputing, 2015 - Springer
Energy efficiency is quickly becoming a first-class design constraint in high-performance
computing (HPC). We need more efficient power management solutions to save energy …

Performance-based pricing in multi-core geo-distributed cloud computing

D Lučanin, I Pietri, S Holmbacka… - … on Cloud Computing, 2016 - ieeexplore.ieee.org
New pricing policies are emerging where cloud providers charge resource provisioning
based on the allocated CPU frequencies. As a result, resources are offered to users as …

Automatic runtime frequency-scaling system for energy savings in parallel applications

V Sundriyal, M Sosonkina, Z Zhang - The Journal of Supercomputing, 2014 - Springer
Although high-performance computing has always been about efficient application
execution, both energy and power consumption have become critical concerns owing to …

Runtime energy savings based on machine learning models for multicore applications

V Sundriyal, M Sosonkina - Journal of Computer and …, 2022 - digitalcommons.odu.edu
To improve the power consumption of parallel applications at the runtime, modern
processors provide frequency scaling and power limiting capabilities. In this work, a runtime …

Initial investigation of a scheme to use instantaneous CPU power consumption for energy savings format

V Sundriyal, M Sosonkina - … of the 1st International Workshop on Energy …, 2013 - dl.acm.org
The drive to extract peak performance from the modern computing platforms has lead to
drastic increase in their energy and power consumption and thereby affecting the operating …