Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II

[1]  Balázs Sonkoly,et al.  Machine Learning-Based Scaling Management for Kubernetes Edge Clusters , 2021, IEEE Transactions on Network and Service Management.

[2]  Xiaojiang Du,et al.  Profit Maximization of Online Service Function Chain Orchestration in an Inter-Datacenter Elastic Optical Network , 2021, IEEE Transactions on Network and Service Management.

[3]  B. Bustos,et al.  Detecting Anomalies at a TLD Name Server Based on DNS Traffic Predictions , 2021, IEEE Transactions on Network and Service Management.

[4]  Dario Rossi,et al.  Online Anomaly Detection Leveraging Stream-Based Clustering and Real-Time Telemetry , 2021, IEEE Transactions on Network and Service Management.

[5]  Mohamed Cheriet,et al.  Burst Traffic Scheduling for Hybrid E/O Switching DCN: An Error Feedback Spiking Neural Network Approach , 2021, IEEE Transactions on Network and Service Management.

[6]  Javier Ramos,et al.  Deep-FDA: Using Functional Data Analysis and Neural Networks to Characterize Network Services Time Series , 2021, IEEE Transactions on Network and Service Management.

[7]  Evgenia Smirni,et al.  CEDULE+: Resource Management for Burstable Cloud Instances Using Predictive Analytics , 2021, IEEE Transactions on Network and Service Management.

[8]  Nelson L. S. da Fonseca,et al.  Intelligent Routing Based on Reinforcement Learning for Software-Defined Networking , 2021, IEEE Transactions on Network and Service Management.

[9]  Viktor K. Prasanna,et al.  An LSTM Framework for Software-Defined Measurement , 2021, IEEE Transactions on Network and Service Management.

[10]  Dimitris Samaras,et al.  Mosaic: Advancing User Quality of Experience in 360-Degree Video Streaming With Machine Learning , 2021, IEEE Transactions on Network and Service Management.

[11]  Giuseppe Aceto,et al.  Characterization and Prediction of Mobile-App Traffic Using Markov Modeling , 2021, IEEE Transactions on Network and Service Management.

[12]  Rajiv Ranjan,et al.  Guest Editorial: Special Section on Advances in Big Data Analytics for Management , 2018, IEEE Trans. Netw. Serv. Manag..

[13]  Tomas Jirsik,et al.  Host Behavior in Computer Network: One-Year Study , 2021, IEEE Transactions on Network and Service Management.

[14]  Vijay Sivaraman,et al.  Hierarchical Anomaly-Based Detection of Distributed DNS Attacks on Enterprise Networks , 2021, IEEE Transactions on Network and Service Management.

[15]  Hossam Afifi,et al.  STAD: Spatio-Temporal Anomaly Detection Mechanism for Mobile Network Management , 2021, IEEE Transactions on Network and Service Management.

[16]  Philippe Owezarski,et al.  Guest Editors' Introduction: Special Issue on Big Data Analytics for Management , 2016, IEEE Trans. Netw. Serv. Manag..

[17]  Zhiping Cai,et al.  Detection and Characterization of Network Anomalies in Large-Scale RTT Time Series , 2021, IEEE Transactions on Network and Service Management.

[18]  Takeru Inoue,et al.  Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I , 2020, IEEE Trans. Netw. Serv. Manag..

[19]  János Tapolcai,et al.  Adaptive Protection of Scientific Backbone Networks Using Machine Learning , 2021, IEEE Transactions on Network and Service Management.

[20]  Raouf Boutaba,et al.  Uncovering Lateral Movement Using Authentication Logs , 2021, IEEE Transactions on Network and Service Management.

[21]  Salim Hariri,et al.  WIDS: An Anomaly Based Intrusion Detection System for Wi-Fi (IEEE 802.11) Protocol , 2021, IEEE Transactions on Network and Service Management.

[22]  Hanan Lutfiyya,et al.  Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management , 2019, IEEE Trans. Netw. Serv. Manag..

[23]  Srinivas Sampalli,et al.  Gradient Boosting Feature Selection With Machine Learning Classifiers for Intrusion Detection on Power Grids , 2021, IEEE Transactions on Network and Service Management.

[24]  Laurence T. Yang,et al.  Tensor-Based Recurrent Neural Network and Multi-Modal Prediction With Its Applications in Traffic Network Management , 2021, IEEE Transactions on Network and Service Management.

[25]  Isabelle Chrisment,et al.  Comparative Assessment of Process Mining for Supporting IoT Predictive Security , 2021, IEEE Transactions on Network and Service Management.

[26]  Ketan Rajawat,et al.  Adaptive Network Latency Prediction From Noisy Measurements , 2021, IEEE Transactions on Network and Service Management.