Desta Haileselassie Hagos

According to our database1, Desta Haileselassie Hagos authored at least 14 papers between 2013 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 





Discovering the Dynamic Complexity of TCP Using Machine Learning and Deep Learning Techniques.
PhD thesis, 2020

Advanced Passive Operating System Fingerprinting Using Machine Learning and Deep Learning.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

Classification of Delay-based TCP Algorithms From Passive Traffic Measurements.
Proceedings of the 18th IEEE International Symposium on Network Computing and Applications, 2019

A Deep Learning Approach to Dynamic Passive RTT Prediction Model for TCP.
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

A Crowd-Based Intelligence Approach for Measurable Security, Privacy, and Dependability in Internet of Automated Vehicles with Vehicular Fog.
Mob. Inf. Syst., 2018

General TCP State Inference Model From Passive Measurements Using Machine Learning Techniques.
IEEE Access, 2018

A machine learning approach to TCP state monitoring from passive measurements.
Proceedings of the 2018 Wireless Days, 2018

Recurrent Neural Network-Based Prediction of TCP Transmission States from Passive Measurements.
Proceedings of the 17th IEEE International Symposium on Network Computing and Applications, 2018

Towards a Robust and Scalable TCP Flavors Prediction Model from Passive Traffic.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

Enhancing Security Attacks Analysis Using Regularized Machine Learning Techniques.
Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

The performance of network-controlled mobile data offloading from LTE to WiFi networks.
Telecommun. Syst., 2016

Software-Defined Networking for Scalable Cloud-based Services to Improve System Performance of Hadoop-based Big Data Applications.
Int. J. Grid High Perform. Comput., 2016

Study on performance-centric offload strategies for LTE networks.
Proceedings of the 6th Joint IFIP Wireless and Mobile Networking Conference, 2013

NexTrend: Context-Aware Music-Relay Corridors Using NFC Tags.
Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013