Profiling and Improving Performance of Data-Intensive Application in Cloud Systems
Data-intensive applications are deployed on cloud systems. In order to ensure high performance of data-intensive applications, profiling and troubleshooting for such applications and underlying systems is critical. By leveraging the right profiled metrics, we can further tune the systems for better performance. However, troubleshooting for data-intensive applications itself is challenging due to two reasons. Firstly, it is difficult for manual analysis on a distributed system consisting of tens and hundreds of nodes. Moreover, anomalies in distributed systems are caused by various sources. On ...
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