公开(公告)号：US12009974B1

公开(公告)日：2024-06-11

申请号：US18144024

申请日：2023-05-05

Applicant: DISH Wireless L.L.C.

Inventor： Praveen Kumar Reddy Mada ,  Vinayak Sharma ,  Hamza Nasir Khokhar

IPC: H04L41/0816 ,  H04L41/0895 ,  H04L41/16 ,  H04L47/83

CPC classification number: H04L41/0816 ,  H04L41/0895 ,  H04L41/16 ,  H04L47/83

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for self-optimizing networks. In some implementations, a method for self-optimizing networks includes obtaining information indicating performance metrics of a first set of computing resources of a distributed system; generating information representing usage of a wireless network at a first point in time; providing the information to a machine learning model trained to predict network events at a time subsequent to the first point in time; determining that at least one particular network event predicted in the output is addressable by using a second set of computing resources of the distributed system; transmitting a signal configured to adjust the distributed computing system to deploy the second set of computing resources.

公开(公告)号：US20240372777A1

公开(公告)日：2024-11-07

申请号：US18657634

申请日：2024-05-07

Applicant: DISH Wireless L.L.C.

Inventor： Praveen Kumar Reddy Mada ,  Vinayak Sharma ,  Hamza Nasir Khokhar

IPC: H04L41/0816 ,  H04L41/0895 ,  H04L41/16 ,  H04L47/83

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for self-optimizing networks. In some implementations, a method for self-optimizing networks includes obtaining information indicating performance metrics of a first set of computing resources of a distributed system; generating information representing usage of a wireless network at a first point in time; providing the information to a machine learning model trained to predict network events at a time subsequent to the first point in time; determining that at least one particular network event predicted in the output is addressable by using a second set of computing resources of the distributed system; transmitting a signal configured to adjust the distributed computing system to deploy the second set of computing resources.