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A framework for the dynamic generation of workflows for network management
(IEEE, 2021-06-30)
A demonstration of the application of dynamically generated workflows to the management of a network environment is presented. A proposed workflow management framework (WMF) uses dynamically generated workflows to control ...
A hybrid machine learning/policy approach to optimise video path selection.
(IEEE, 2020-02-27)
Services such as interactive video and real time gaming are ubiquitous on modern networks. The approaching realisation of 5G as well as the virtualisation and scalability of network functions made possible by technologies ...
PRISENIT - a probabilistic search recommendation algorithm to improe search efficiency for network intelligence and troubleshooting
(UKSIM, 2015-03)
When searching for data in a telecommunications network management application, large search result sets are common. In order to refine the results to retrieve useful information existing systems normally require additional ...
Low-cost gaze detection with real-time ocular movements using coordinate-convolutional neural networks
(United Kingdom Simulation Society, 2019-10)
Detection of ocular-movements unfolds various possibilities in computer vision but requires large datasets, expensive hardware and computational power. Prior research substantiates the belief that Convolutional Neural ...
NetFlow anomaly detection through parallel cluster density analysis in continuous time-series.
(Springer, 2017-06)
The increase in malicious network based attacks has resulted in a growing interest in network anomaly detection. The ability to detect unauthorized or malicious activity on a network is of importance to any organization. ...
An adaptive policy approach to video quality assurance.
(IEEE, 2018-12)
Video in all its forms is probably the most important service carried on networks today and few would argue that video quality assurance is one of the most daunting network management challenges. Quite often, video ...
A workflow management framework for the dynamic generation of workflows that is independent of the application environment
(IEEE, 2021-06-30)
Workflow is a well-known and widely used technology in business management. Traditional workflow solutions are designed for humans and generally use a graphical representation of workflow elements that reflect the involvement ...
A federated learning system for optimised environmental control of consecutive areas.
(IADIS, 2019)
Building management systems have led to artificially controlled environmental conditions. While new infrastructure will
lead to a lower carbon footprint and a better working environment, the costs cannot justify the rewards ...
Unsupervised noise detection in unstructured data for automatic parsing
(IEEE, 2020-11-30)
The telecommunications industry makes extensive use of data extracted from logs, alarms, traces, diagnostics, and other monitoring devices. Analyzing the generated data requires that the data be parsed, re-structured, and ...