Autonomous, closed-loop and adaptive simulated annealing based machine learning approach for intelligent analytics-assisted self-organizing-networks (SONs)

Y Tan, J Yang, N Gopalakrishnan, Y Xin… - US Patent …, 2019 - Google Patents
Convergence times associated with simulated annealing based (SA-based) optimization in
wireless networks can be reduced by introducing an additional local or cell-level evaluation …

Network traffic forecasting for non-ticketed events

A Bhorkar, S Jana - US Patent 10,477,416, 2019 - Google Patents
An example method includes estimating a number of people expected to attend a non-
ticketed event, based on electronic data including social media postings, estimating a per …

System, method, and computer program product for location-based detection of indicator anomalies

M Livschitz, A Weissman, M Tocker - US Patent 10,609,587, 2020 - Google Patents
(57) ABSTRACT A location-based system detects anomalies in performance indicators of
telecommunication networks. The system gen erates a plurality of service areas, each …

Methods, devices and systems for managing network video traffic

R Gopalan - US Patent 10,410,133, 2019 - Google Patents
Aspects of the subject disclosure may include, for example, embodiments include receiving
training data comprising historical states for network resources of a communication network …

Intelligent data transmission by network device agent

S Pasupuleti - US Patent 10,536,505, 2020 - Google Patents
In one aspect, a system for intelligent monitoring of a network device in a monitored
environment includes a processor; a memory; and one or more modules stored in the …

Methods, devices and systems for managing network video traffic

R Gopalan - US Patent 11,049,005, 2021 - Google Patents
Aspects of the subject disclosure may include, for example, embodiments provisioning a
neural network comprising a plurality of layers. Further embodiments include provisioning a …

Network state server for application providers

S Draznin, A Aksu, YS Chan, D Chiang… - US Patent App. 13 …, 2015 - Google Patents
BACKGROUND 0001 Wireless networks, such as cellular wireless net works, may provide
network connectivity to mobile devices, Such as Smart phones. The mobile devices may …

Self-learning, adaptive approach for intelligent analytics-assisted self-organizing-networks (SONs)

Y Tan, J Yang, N Gopalakrishnan - US Patent 10,382,979, 2019 - Google Patents
Techniques for optimizing configuration parameters in a wireless network may iteratively
adjust one or more wireless configuration parameters during a first stage of an adjustment …

Cloud-based deployment service in low-power and lossy network

L Zhao, C Li, L Zhang, H She - US Patent 11,653,220, 2023 - Google Patents
Systems, methods, and computer-readable media for identifying a deployment scheme for
forming a wireless mesh network based on environmental characteristics and an optimum …

Network traffic forecasting for non-ticketed events

A Bhorkar, S Jana - US Patent 11,172,381, 2021 - Google Patents
An example method includes estimating a number of people expected to attend a non-
ticketed event, based on electronic data including social media postings, estimating a per …