A Testbed for Collecting QoS Data of Cloud-based Analytic Services

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Rahman, Md Shahinur; Ding, Chen; Liu, Xumin; Chi, Chi-Hung


2018-12-11


Conference Material


IEEE International Conference on Cloud Computing, San Francisco, USA, July 2016


236-243


QoS-based service selection has been an active research area in both Service Computing and Cloud Computing communities in recent years. One of the obstacles for many researchers is lack of benchmark QoS datasets, especially for cloud service selection. In this paper, we propose a testbed system which can be used to collect the QoS data for software services hosted in the cloud. We mainly focus on analytic services, whose QoS values could be dependent on the data they are used to process and analyze. Using the testbed, we can publish services (software or infrastructure services), we can invoke software services hosted on certain infrastructure services, and system can monitor and record the QoS values of all the invocations. We have implemented a proof-of-concept prototype system and used it to collect a sample QoS dataset.


IEEE


Interorganisational Information Systems and Web Services


https://doi.org/10.1109/CLOUD.2016.0040


EP189937


Conference Paper - Refereed


English


Rahman, Md Shahinur; Ding, Chen; Liu, Xumin; Chi, Chi-Hung. A Testbed for Collecting QoS Data of Cloud-based Analytic Services. In: IEEE International Conference on Cloud Computing; July 2016; San Francisco, USA. IEEE; 2018. 236-243. https://doi.org/10.1109/CLOUD.2016.0040



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