Paper Info
Title
Simulation of Auction Mechanism Model for Energy-Efficient High Performance Computing
Abstract
High performance computing (HPC) systems are large-scale computing systems with thousands of compute nodes. Massive energy consumption is a critical issue for HPC systems. In this paper, we develop an auction mechanism model for energy consumption reduction in an HPC system. Our proposed model includes an optimized resource allocation scheme for HPC jobs based on processor frequency and a Vickery-Clarke-Groove (VCG)-based forward auction model to enable energy reduction participation from HPC users. The model ensures truthful participation from HPC users, where users benefit from revealing their true valuation of energy reduction. We implement a job scheduler simulator and our mechanism model on a parallel discrete-event simulation engine. Through trace-based simulation, we demonstrate the effectiveness of our auction mechanism model. Simulation shows that our model can achieve overall energy reduction for an HPC system, while ensuring truthful participation from the users.
Year
DOI
Venue
2020
10.1145/3384441.3395991
SIGSIM-PADS '20: SIGSIM Principles of Advanced Discrete Simulation Miami FL Spain June, 2020
DocType
ISBN
Citations 
Conference
978-1-4503-7592-4
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Kishwar Ahmed1103.93
Samia Tasnim200.34
Kazutomo Yoshii324918.53