Predictive learning machine-based approach to detect traffic outside of service level agreements

JP Vasseur, G Mermoud, S Dasgupta - US Patent 9,338,065, 2016 - Google Patents
In one embodiment, a request to make a prediction regarding one or more service level
agreements (SLAs) in a network is received. A network traffic parameter and an SLA require …

Systems and Methods for Identifying and Driving Actionable Insights from Data

MT Edgar - US Patent App. 14/704,939, 2015 - Google Patents
Certain examples provide systems and methods to identify and drive actionable insight from
data. An example system includes a configured processor that is configured to: identify …

Interoperability between data plane learning endpoints and control plane learning endpoints in overlay networks

RE Fernando, VM Moreno, S Kapadia, L Dong… - US Patent …, 2019 - Google Patents
A system and a method are disclosed for enabling interoperability between data plane
learning endpoints and control plane learning endpoints in an overlay network environment …

Adaptive fault diagnosis

Q Zhu, T Tung, Q Xie - US Patent 9,298,525, 2016 - Google Patents
According to an example, an adaptive fault diagnosis system may include a memory storing
machine readable instructions to receive metrics and events from an enterprise system, and …

Identifying root causes of failures in a deployed distributed application using historical fine grained machine state data

PM Deshpande, A Nandi, S Subramanian - US Patent 9,772,898, 2017 - Google Patents
Methods and arrangements for identifying root causes of system failures in a distributed
system said method including: utilizing at least one processor to execute computer code that …

System and method of using a machine learning algorithm to meet SLA requirements

D Chopra, A Narang, I Bhullar, H Patel… - US Patent …, 2018 - Google Patents
A method includes collecting, at a monitoring and recovery node, a virtual network function
key performance index data through multiple channels from a corresponding containerized …

Systems and methods for proactive network operations

SA Bhalla, M Wissa, T Triplet, C David - US Patent 11,271,795, 2022 - Google Patents
Systems and methods include obtaining telemetry data asso ciated with a network having a
plurality of network ele ments; presenting a list of ongoing issues and predicted issues …

Speaker anticipation

P Bright-Thomas, N Buckles, K Griffin, E Chen… - US Patent …, 2019 - Google Patents
Abstract Systems and methods are disclosed for anticipating a video switch to accommodate
a new speaker in a video conference comprising a real time video stream captured by a …

System and method for applying machine learning algorithms to compute health scores for workload scheduling

C Tayal, E Desai, P Krishnan - US Patent 10,608,901, 2020 - Google Patents
Disclosed is a method that includes collecting first temporal statistics for a port element in a
computing environment, collecting second temporal statistics for a switch element in the …

Alerts analysis for a virtualization environment

D Vankadaru, HGC Rios, RP Bhatt, R Wei… - US Patent …, 2020 - Google Patents
Particular embodiments provide a system comprising a cluster of host machines for
managing communication con nections in a virtualization environment. Implementing a …