TY - CHAP
T1 - A double auction mechanism for resource allocation on Grid computing systems
AU - Weng, Chuliang
AU - Lu, Xinda
AU - Xue, Guangtao
AU - Deng, Qianni
AU - Li, Minglu
PY - 2004
Y1 - 2004
N2 - Considering dynamic, heterogeneous and autonomous characteristics of computing resources in grid computing systems and the flexibility and effectivity of economics methods applied to solve the problem of resource management, a double auction mechanism for resource allocation on grid computing systems is presented. Firstly, a market model of double auction is described, in which agents are utilized to represent the computational resource traders in the grid environment and are equipped with the reinforcement learning algorithm. Secondly, a double auction mechanism is presented, where the uniform-price auction is adopted aiming at CPU resources, and the transaction fee can be adjusted flexibly. Finally, the efficiency of the presented double auction mechanism is analyzed through experiments, and experimental results show that the presented mechanism is efficient, and the transaction price varies mildly.
AB - Considering dynamic, heterogeneous and autonomous characteristics of computing resources in grid computing systems and the flexibility and effectivity of economics methods applied to solve the problem of resource management, a double auction mechanism for resource allocation on grid computing systems is presented. Firstly, a market model of double auction is described, in which agents are utilized to represent the computational resource traders in the grid environment and are equipped with the reinforcement learning algorithm. Secondly, a double auction mechanism is presented, where the uniform-price auction is adopted aiming at CPU resources, and the transaction fee can be adjusted flexibly. Finally, the efficiency of the presented double auction mechanism is analyzed through experiments, and experimental results show that the presented mechanism is efficient, and the transaction price varies mildly.
UR - https://www.scopus.com/pages/publications/35048884810
U2 - 10.1007/978-3-540-30208-7_40
DO - 10.1007/978-3-540-30208-7_40
M3 - 章节
AN - SCOPUS:35048884810
SN - 3540235647
SN - 9783540235644
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 269
EP - 276
BT - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
A2 - Jin, Hai
A2 - Sun, Jianhua
A2 - Pan, Yi
A2 - Xiao, Nong
PB - Springer Verlag
ER -