Patrick Kalmbach

Orcid: 0000-0003-3501-6996

According to our database1, Patrick Kalmbach authored at least 16 papers between 2016 and 2021.

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Bibliography

2021
Modeling the Cost of Flexibility in Communication Networks.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020
A mathematical framework for measuring network flexibility.
Comput. Commun., 2020

2019
Ismael: Using Machine Learning to Predict Acceptance of Virtual Clusters in Data Centers.
IEEE Trans. Netw. Serv. Manag., 2019

Adaptable and Data-Driven Softwarized Networks: Review, Opportunities, and Challenges.
Proc. IEEE, 2019

NetBOA: Self-Driving Network Benchmarking.
Proceedings of the 2019 Workshop on Network Meets AI & ML, 2019

NOracle: Who is communicating with whom in my network?
Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

GPU Accelerated Planning and Placement of Edge Clouds.
Proceedings of the 2019 International Conference on Networked Systems, 2019

2018
Empowering Self-Driving Networks.
Proceedings of the Afternoon Workshop on Self-Driving Networks, 2018

Modeling IP-to-IP Communication using the Weighted Stochastic Block Model.
Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos, 2018

AHAB: Data-Driven Virtual Cluster Hunting.
Proceedings of the 17th International IFIP TC6 Networking Conference, 2018

Poster abstract: Themis: A data-driven approach to bot detection.
Proceedings of the IEEE INFOCOM 2018, 2018

NeuroViNE: A Neural Preprocessor for Your Virtual Network Embedding Algorithm.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017
o'zapft is: Tap Your Network Algorithm's Big Data!
Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017

Generating synthetic Internet- and IP-topologies using the Stochastic-Block-Model.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Algorithm-data driven optimization of adaptive communication networks.
Proceedings of the 25th IEEE International Conference on Network Protocols, 2017

2016
Boost online virtual network embedding: Using neural networks for admission control.
Proceedings of the 12th International Conference on Network and Service Management, 2016


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