MingXue Wang
Research Areas：
IT and Business Operational Management and Automation
Machine learning and Data analytics
Cloud computing and Distributed systems
Patents:
Method and network node for determining a recommended cell for a user equipment [US9854513B2]
Method and apparatus for analysing performance of a network by managing network data relating to operation of the network [EP3304820B1]
Managing network alarms [US10616040B2]
Method and device for real-time network event processing [EP3430767B1] [US10972333B2]
Method and apparatus for identifying network object groups [EP3560145B1]
Method and system for monitoring QoE [WO2015144211A1]
Hardware fault identification management in a network [WO2016026510A1]
A method of operating a system for processing data and a system therefor [EP2690554A2]
Protecting KPI during optimization of self-organizing [WO2018162046A1]
Apparatus and method for network incident troubleshooting [WO2018127304A1]
Managing event data in a network [WO2020052741A1]
Device and Method For monitoring communication networks [WO2021249629A1]
Scheduling tasks for execution by a computer based on a reinforcement learning model [WO2022171262A1]
Method and apparatus for multidimensional root cause analysis [WO2022194385A1]
Method for summarizing operational log data [WO2023198284A1 ]
Papers:
DBLP: https://dblp.org/pers/hd/w/Wang:MingXue
A High-Level Ontology Network for ICT Infrastructures [springer]
International Semantic Web Conference, ISWC 2021
A novel Split-merge-evolve k clustering algorithm [PPT] [pdf] [pdf_github] [ieee xplore]
The Fourth IEEE International Conference on Big Data Computing Service and Applications, 2018
Anomaly Detection for Mobile Network Management [ijngc] [pdf_github] [pdf]
International journal of next-generation computing, 2018
A distributed architecture for policy-customisable multi-tenant Processes-as-a-Service [pdf] [pdf github] [dcu] [tandfonline]
International Journal of Parallel, Emergent and Distributed Systems, 2015
Enterprise search with development for network management system [PPT] [pdf] [pdf_github] [ieee xplore]
IEEE International Congress on Big Data, 2015
A Streaming Data Anomaly Detection Analytic Engine for Mobile Network Management [pdf] [pdf_github]
IEEE international Conference on Cloud and Big Data Computing, 2016
RPig: Concise Programming Framework by Integrating R with Pig for Big Data Analytics [pdf] [pdf_github] [PPT]
Cloud Computing with e-Science Applications , 2015
RPig: A scalable framework for machine learning and advanced statistical functionalities [ieee_xplore]
IEEE International Conference on Cloud Computing Technology and Science, 2012
A policy based governance framework for cloud service process architectures [PPT] [dcu]
Dublin City University, 2011
Process as a Service - Distributed Multi-tenant Policy-based Process Runtime Governance [pdf] [ieee xplore]
IEEE international Conference on Service Computing, 2010
Integrated constraint violation handling for dynamic service composition [ieee_xplore]
IEEE international Conference on Service Computing, 2009
White Papers:
AI Operations: A practical framework for AI driven operations in the telecom industry [pdf_github]
Profiles:
stackoverflow: https://stackoverflow.com/users/3582289/mingxue?tab=profile
datascience.stackexchange: https://datascience.stackexchange.com/users/44989/mingxue?tab=profile