Dell Products Inc.

Emc IP Holding Company LLC

Chakradhar Kommana

Hung The Dinh

Vinod Kumar

Sabu K Syed

Rajesh Krishnan

Manikandan Pammal Rathinavelu

Jatin Kamlesh Thakkar

Reddeppa Kollu

Tousif Mohammed

Venkat S Ramachandran

John Kenneth Maxi

Madhusudhana Reddy Chilipi

Pravash Ranjan Panda

Venkat Allaka

Jyothi K R

Anu Bala Thakur

Abhishek Joshi

Kamalakar Reddy Ponaka

A method is disclosed including: obtaining one or more values of a system metric, the system metric being associated with a hardware resource of a computing device; detecting whether the system metric is approaching a threshold, the threshold being associated with a key performance indicator (KPI) of the computing device, the detecting being performed based on the obtained values of the system metric; calculating a predicted value of the system metric in response to detecting that the system metric is approaching the threshold, the predicted value of the system metric being calculated by using a linear predictor that is trained using unevenly-sampled training data; detecting whether the predicted value of the system metric exceeds the threshold; and reconfiguring the computing device to prevent the system metric from reaching the predicted value in response to detecting that the predicted value exceeds the threshold.

Time series forecasting classification

In an embodiment, a method includes identifying a particular service of a service-oriented architecture. The method also includes querying a data store for callers of the particular service, where the querying yields load-balancing internet protocol (IP) addresses of the callers in relation to proportional numbers of calls to the particular service. The method also includes resolving the load-balancing IP addresses to host IP addresses of the callers of the particular service. The method also includes resolving the host IP addresses to host names of particular hosts. The method also includes identifying applications of the particular hosts via the host names. The method also includes generating a data object including the host names, identifiers of the applications, and information related to the proportional numbers of calls to the particular service.

System and method for monitoring a service-oriented architecture in a load-balanced environment

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Cedar Park, TX, United States of America

Chakradhar Kommana