Survey of energy-cognizant scheduling techniques

S Zhuravlev, JC Saez, S Blagodurov… - … on Parallel and …, 2012 - ieeexplore.ieee.org
Execution time is no longer the only metric by which computational systems are judged. In
fact, explicitly sacrificing raw performance in exchange for energy savings is becoming a …

Utilizing predictors for efficient thermal management in multiprocessor SoCs

AK Coskun, TS Rosing, KC Gross - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Conventional thermal management techniques are reactive, as they take action after
temperature reaches a threshold. Such approaches do not always minimize and balance the …

Static and dynamic temperature-aware scheduling for multiprocessor SoCs

AK Coskun, TS Rosing, KA Whisnant… - IEEE Trans. Very …, 2008 - ieeexplore.ieee.org
Thermal hot spots and high temperature gradients degrade reliability and performance, and
increase cooling costs and leakage power. In this paper, we explore the benefits of …

Performance optimal online DVFS and task migration techniques for thermally constrained multi-core processors

V Hanumaiah, S Vrudhula… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Extracting high performance from multi-core processors requires increased use of thermal
management techniques. In contrast to offline thermal management techniques, online …

Temperature-aware DVFS for hard real-time applications on multicore processors

V Hanumaiah, S Vrudhula - IEEE Transactions on Computers, 2011 - ieeexplore.ieee.org
This paper addresses the problem of determining the feasible speeds and voltages of
multicore processors with hard real-time and temperature constraints. This is an important …

Thermal-aware network-on-chips: Single-and cross-layered approaches

M Said, A Shalaby, F Gebali - Future Generation Computer Systems, 2019 - Elsevier
In the era of the billion transistors on a chip that are capable of implementing thousands of
processing cores, Network-on-Chips (NoCs) are the most viable and scalable solution to …

Scheduling algorithms for unpredictably heterogeneous cmp architectures

JA Winter, DH Albonesi - … and Networks With FTCS and DCC …, 2008 - ieeexplore.ieee.org
In future large-scale multi-core microprocessors, hard errors and process variations will
create dynamic heterogeneity, causing performance and power characteristics to differ …

A GA based energy aware scheduler for DVFS enabled multicore systems

N Kumar, DP Vidyarthi - Computing, 2017 - Springer
Multicore systems are prevalent now as high end computing systems for solving
computationally complex problems. Energy consumed by these machines are enormous …

A fast high-level event-driven thermal estimator for dynamic thermal aware scheduling

J Cui, DL Maskell - … Transactions on Computer-Aided Design of …, 2012 - ieeexplore.ieee.org
Thermal aware scheduling (TAS) is an important system level optimization for many-core
systems. A fast event driven thermal estimation method, which includes both the dynamic …

Fast and accurate prediction of the steady-state throughput of multicore processors under thermal constraints

R Rao, S Vrudhula - … on Computer-Aided Design of Integrated …, 2009 - ieeexplore.ieee.org
This paper describes a fast and accurate technique to predict the steady-state throughput
and the corresponding power consumption of a homogeneous multicore processor for a …