The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 26, 2026

Filed:

May. 17, 2024
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Nithish Kote, Bangalore, IN;

Nitin Khatkar, New Delhi, IN;

Vinay Kumar Lokeshappa Malligere, Austin, TX (US);

Assignee:

DELL PRODUCTS L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/14 (2022.01); H04L 41/147 (2022.01); H04L 43/045 (2022.01);
U.S. Cl.
CPC ...
H04L 41/145 (2013.01); H04L 41/147 (2013.01); H04L 43/045 (2013.01);
Abstract

The technology described herein is directed towards collecting telecommunications server infrastructure data, such as performance parameter values/metric data of server resources, and clustering (e.g., via k-means clustering) the data to generate server infrastructure information. The server infrastructure performance parameter data can be used for monitoring the server infrastructure, including telecommunication baseband units in real-time. The clustered performance parameter data can be visualized and analyzed, such as to alert an administrator in the event of one or more low performing baseband units, for maintaining the server infrastructure, and/or for forecasting server infrastructure resource needs. In one implementation, real-time telecommunications statistics can be streamed to dynamically manage the telecommunications server infrastructure in a C-RAN environment, providing an end-to-end solution, including to view and analyze a datacenter's resource behavior on a production or test environment.


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