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Dynamic workload characterization for power efficient scheduling on
Aug 20, 2010 ... Dynamic Workload Characterization for Power Efficient. Scheduling on CMP ... ing in a system where efficient scheduling of threads becomes non- trivial. .... resource contention at the last level cache (LLC) in a CMP sys- tem.
[ islped10.pdf - Read/Download File

Dynamic Workload Characterization for Energy Efficient Computing
3.2 DVFS for System Level Energy Savings . . . . . . . . . . 49 .... in E+: The difference in power consumption between the two PMs under the E+ scheduling .... Dynamic Workload Characterization for Power Efficient Computing in CMP Sys- tems.
[ dhiman.pdf - Read/Download File

A Novel Power management for CMP Systems in Data-intensive
MAR is designed for CMP (Chip Multi Processor) systems ... core level DVFS ( Dynamic Voltage and Frequency Scaling). Our extensive ... the efficiency of MAR is 93.6 − 96.2% accurate to the ideal ... Keywords-CPU; power management; data-intensive workloads; ..... and inter-core level job scheduling can eliminate I/ O wait.
[ Shang-MARS-energy-IPDPS2011.pdf - Read/Download File

Cross-architecture prediction based scheduling for energy efficient
May 8, 2015 ... for dynamic program-to-core assignment is in high demand. Ideally, the scheduler ... ning on a heterogeneous CMP system, a good scheduler will be cap - ... energy-efficient execution all the time, especially when the pro- grams to be ... workloads where programs have fairly close speedup on the big.
[ micropro-15.pdf - Read/Download File

Energy Efficient Job Scheduling in Single-ISA Heterogeneous Chip
In this work, we pay attention to reducing the energy consumption for workloads running on heterogeneous CMPs and propose a scheduling algorithm based on dynamic execution behaviors to exploit ... diversity of program characteristics, conventional CMPs ... rogeneous CMP system, a good scheduler will be capable of.
[ isqed14.pdf - Read/Download File

Resource-conscious Scheduling for Energy Efficiency on Multicore
CMP systems has concentrated on the last-level cache as limiting resource. ... poses to link VM workload characteristics and scheduling to achieve better energy ...
[ 9c6dab6ab248dc15beb7af486da8638bb184.pdf - Read/Download File

2010 International Symposium on Low Power Electronics and
Aug 18, 2010 ... Emerging Low Power Technologies: CMOS or Beyond CMOS? 10:15- ... Analysis of Thermal Behaviors of Spin-Torque-Transfer ..... Dynamic Workload Characterization for Power. Efficient Scheduling on CMP Systems [short].
[ ISLPED2010_final_program_080910.pdf - Read/Download File

Energy Efficient Scheduling of Real-Time Tasks on Multicore
Simulation results show that Dynamic Repartitioning can produce energy savings of about ..... scheduling of periodic real-time tasks on DVS-CMP system is.
[ tpds08.pdf - Read/Download File

Workload Uncertainty Characterization and Adaptive Frequency
energy management involves predicting these dynamic work- loads apriori to ...... Workload Characterization for Power Efficient Scheduling on CMP Systems,” in.
[ date15.pdf - Read/Download File

Coordinated power management of periodic real-time tasks on chip
modern CMP architectures, to reduce the dynamic power. We explicitly ... Keywords-Real-time Scheduling, Chip Multiprocessors, En- ... For the next- generation many-core systems, it is likely that ... light workloads, it can be more energy-efficient to use only ... the active cores and characteristics of tasks that will run in.
[ igcc10.pdf - Read/Download File

Energy Efficient Management of Workloads in Virtualized - Springer
In [29], the authors propose a system which dynamically schedules the. VMs based on ..... load Characterization for Power Efficient Scheduling on CMP Systems.
[ 978-3-642-36949-0_65.pdf - Read/Download File

The Energy Efficiency of CMP vs. SMT for Multimedia Workloads
We per- form a detailed analysis considering these factors and de- velop a ... and dynamic voltage/frequency scaling. *This work is ... energy efficient than CMP since it potentially uses its re- sources ... other systems and workloads not simulated here, we per- ..... scheduling algorithms for SMT are still an open area of re-.
[ SMTvsCMP-energy-efficiency-for-multimedia-UIUC-TR03.pdf - Read/Download File

Feedback-Driven Threading: Power-Efficient and High - IBM
Mar 5, 2008 ... framework to dynamically control the number of threads using run- time information. .... for high-performance and power-efficient execution under these ... of each ASCII character on a page of text .... threaded workloads, we propose Feedback-Driven Threading (FDT). ... ulate a CMP system with 32 cores.
[ papers-fdt.pdf - Read/Download File

Adaptive Architectures for Peak Power Management - eScholarship
Second, we dynamically reconfigure the resources of 3D-stacked cores. ..... Jonathan Chew, “Dynamic workload characterization for power efficient scheduling on CMP systems”, International Symposium in Low-Power Electronics and Design.
[ 5gn6b57g.pdf - Read/Download File

The Energy Efficiency of CMP vs. SMT for Multimedia Workloads∗
at each performance point, CMP is more energy efficient than. SMT. The difference is ... We perform a detailed analysis considering these factors and de- velop a ... adaptive architectures and dynamic voltage/frequency scaling. Categories and .... sults and to extend our findings to other systems and workloads not simulated ...
[ sasanka-ics04.pdf - Read/Download File

The Scalability of Scheduling Algorithms for Unpredictably
for Unpredictably Heterogeneous CMP Architectures. Jonathan A. Winter and David H. Albonesi. Computer Systems Laboratory, Cornell University. {winter ... performance and power efficiency by intelligently matching the application characteristics of a workload ... dynamic phase behavior over the short scheduling period ...
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Dynamic Feedback-Driven Thread Migration for Energy-Efficient
Dynamic Feedback-Driven Thread Migration for Energy-Efficient Execution of Multithreaded. Workloads. Claudia ... Traditionally, the operating system scheduler.
[ alvarado_techcon14.pdf - Read/Download File

Memory-aware Scheduling for Energy Efficiency on - Usenix
Memory-aware Scheduling for Energy Efficiency on Multicore Processors. Andreas Merkel ... to the memory characteristics of the workload, we set the ... Today's operating system schedulers treat cores of a chip multiprocessor (CMP) largely like distinct physical pro- ..... driven clock scaling for dynamic power management.
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When less is more (LIMO):controlled parallelism forimproved efficiency
... a runtime system that dynamically manages the number of running threads of an ap- ... improvement in energy-efficiency on a 32-core system over the de- .... ferent characteristics with regards to cache usage, bandwidth ... able processor cores in the hope that the operating system scheduler ...... for large cmp systems.
[ gauravc-cases12.pdf - Read/Download File

A Locality-Aware Memory Hierarchy for Energy-Efficient GPU
improves GPU performance, energy-efficiency, and memory throughput for ... design a reactive and efficient memory system that is locality- ... memory accesses in control-intensive, general-purpose CMP .... for irregular workloads, LAMAR must reduce the minimum ...... “Dynamic Warp Formation and Scheduling for Efficient.
[ micro2013_lamar.pdf - Read/Download File

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