Application-aware latency monitoring for cloud tenants via CloudWatch+

Abstract

A tenant hosted by a cloud platform typically runs a lot of applications, each of which not only has its own service capacity but also differs in revenue or business importance. Thus we argue that it is crucial for a cloud platform to provide fine-grained and application-aware performance monitoring for each tenant, rather than current monitors that can only handle overall metrics. In this paper, we propose CloudWatch+, a tool that focuses on detecting the latency of web-based applications. A cloud platform equipping with CloudWatch+ can automatically learn and distinguish web-based applications it is hosting, and detect latency anomalies for each application based on its own status. Our evaluation using the real data from a cloud platform with over 200 tenants demonstrates that the detection results of CloudWatch+ are more detailed than those of Amazon CloudWatch, which misses most alarms while some tenants' specific applications experience bad performance. Meanwhile, CloudWatch+ is also realtime and light-weight.

DOI: 10.1109/CNSM.2014.7014143

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Cite this paper

@article{Liu2014ApplicationawareLM, title={Application-aware latency monitoring for cloud tenants via CloudWatch+}, author={Dapeng Liu and Dan Pei and Youjian Zhao}, journal={10th International Conference on Network and Service Management (CNSM) and Workshop}, year={2014}, pages={73-81} }