Selected Paper on Network and Cloud Analytics
2016 (English)Report (Other academic)
This report reviews selected papers from the ones presented in the seminar on Network and Cloud Analytics since April 2015 till November 2015 (realm.sics.se). During this time period, the seminar discussed 43 papers that span different research disciplines, such as analytics for network management, network anomaly detection, large-scale machine learning, and learning under concept drift. From those papers, we select 13 papers that provide compelling contributions and possible extensions for future work. Additionally, we grouped the selected papers based on their problem area. For each selected paper, we identify the problem that the authors try to solve, major challenges that make the problem difficult, a proposed approach to solve the problem, and key contributions of the paper. Further, we show the limitations of the proposed method and suggest ideas for applying the paper to our research projects.
Place, publisher, year, edition, pages
KTH Royal Institute of Technology, 2016. , 17 p.
Analytics, Machine learning
Computer Systems Communication Systems
IdentifiersURN: urn:nbn:se:kth:diva-180061OAI: oai:DiVA.org:kth-180061DiVA: diva2:891688
Qc 201602122016-01-072016-01-072016-02-12Bibliographically approved