Emc IP Holding Company LLC

Jyothi K R

Hung The Dinh

Vinod Kumar

Sabu K Syed

Manikandan Pammal Rathinavelu

Jatin Kamlesh Thakkar

Tousif Mohammed

Reddeppa Kollu

John Kenneth Maxi

Madhusudhana Reddy Chilipi

Chakradhar Kommana

Venkat Allaka

Anu Bala Thakur

Abhishek Joshi

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

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Bengaluru, India

Jyothi K R