- 會議論文
- OpenAccess
Efficient Resource Broker for Volunteer Workers Based on Adaptive Replicate Balancing
摘要
An opportunistic computing system typically employs replicas to obtain stable resources from unreliable workers. Usually, lifting the replication factor can increase the worker reliability but oppositely decrease the efficiency due to computation redundant. To address the best replication factor, many brokers adopt the unstable trial-and-error strategy. This paper develops a new resource broker for performing the prioritized malleable tasks over a pool of volunteer workers. The new approach controls the replication factor via the balancing on the system metrics that are positively or negatively related to the factor. With this balancing technique, the broker can rapidly control the replication factor to adaptive to the changing workload and thereby improves the system performance.
延伸閱讀
- Sun, Y. C., Kao, M. L., & Lei, C. L. (2001). A Fully Distributed Approach to Repositories of Reusable Software Components. Journal of Information Science and Engineering, 17(1), 147-158. https://doi.org/10.6688/JISE.2001.17.1.8
- 高淑娟（2008）。Solving the Resource Allocation Problem Using Variable Neighborhood Search〔碩士論文，元智大學〕。華藝線上圖書館。https://doi.org/10.6838/YZU.2008.00197
- 呂享倫（2014）。Efficient Resource Provisioning for Virtual Cluster Deployment Based on Network WorkloadNetwork Workload〔碩士論文，國立中央大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0031-0412201512015921
- 簡世杰（2014）。Utterance Verification Method for Resource-limited Platform。電腦與通訊，(157)，5-12。https://www.airitilibrary.com/Article/Detail?DocID=1019391x-201406-201407020013-201407020013-5-12
- 陳志豪（2012）。Using Interface Specific Routing for Enhancing Survivability and Load Balancing in IP Networks〔碩士論文，國立中正大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0033-2110201613521117