Title :
Optimizing energy efficiency of 3-D multicore systems with stacked DRAM under power and thermal constraints
Author :
Meng, Jie ; Kawakami, Katsutoshi ; Coskun, Ayse K.
Author_Institution :
Electr. & Comput. Eng. Dept., Boston Univ., Boston, MA, USA
Abstract :
3D multicore systems with stacked DRAM have the potential to boost system performance significantly; however, this performance increase may cause 3D systems to exceed the power budget or create thermal hot spots. This paper introduces a framework to model on-chip DRAM accesses and analyzes performance, power, and temperature tradeoffs of 3D systems. We propose a runtime optimization policy to maximize performance while maintaining power and thermal constraints. Our policy dynamically monitors workload behavior and selects among low-power and turbo operating modes accordingly. Experiments with multithreaded workloads demonstrate up to 49% energy efficiency improvements compared to existing thermal management policies.
Keywords :
DRAM chips; multi-threading; multiprocessing systems; performance evaluation; power aware computing; 3D multicore system; energy efficiency improvement; energy efficiency optimisation; multithreaded workload; on-chip DRAM access modeling; performance analysis; power analysis; power budget; power constraint management; runtime optimization policy; stacked DRAM; temperature tradeoff analysis; thermal constraint management; thermal hot spot; turbo operating mode; workload behavior monitoring; Benchmark testing; Multicore processing; Optimization; Random access memory; Runtime; Solid modeling; System-on-a-chip; 3D multicore system; energy efficiency; thermal management;
Conference_Titel :
Design Automation Conference (DAC), 2012 49th ACM/EDAC/IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4503-1199-1