Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
847054 | Optik - International Journal for Light and Electron Optics | 2016 | 9 Pages |
This paper proposes three data transmission strategies for resource monitoring in cloud computing platforms, which are dynamic periodic push strategy, window-based event-driven push strategy, and window-based hybrid push strategy, respectively. The dynamic periodic push strategy periodically pushes resource status information at a dynamic time interval that is dynamically updated by considering the change degree of resource status information. The window-based event-driven push strategy pushes resource status information if the change degree of resource status information is larger than a threshold that is dynamically updated by using the exponentially weighted moving average. The window-based hybrid push strategy combines the dynamic periodic push strategy and the window-based event-driven push strategy and then further reduces the communication overhead and improves the data coherence. Experimental results show that the window-based hybrid push strategy performs better than previous data transmission strategies in terms of the number of data transmissions and the data coherence.