14 citations · 15 across the 7 of their papers we have counts for
10 papers
An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments
Alexander Downey, Evren Tuna, Alkan Soysal
We have developed a new framework using time-series analysis for dynamically assigning mobile network traffic prediction models in previously unseen wireless environments. Our fram…
Adversarial Attacks and Defenses for Wireless Signal Classifiers using CDI-aware GANs
Sujata Sinha, Alkan Soysal
We introduce a Channel Distribution Information (CDI)-aware Generative Adversarial Network (GAN), designed to address the unique challenges of adversarial attacks in wireless commu…
Multivariate, Multi-step, and Spatiotemporal Traffic Prediction for NextG Network Slicing under SLA Constraints
Evren Tuna, Alkan Soysal
This study presents a spatiotemporal traffic prediction approach for NextG mobile networks, ensuring the service-level agreements (SLAs) of each network slice. Our approach is mult…
Multivariate and Multi-step Traffic Prediction for NextG Networks with SLA Violation Constraints
Evren Tuna, Alkan Soysal
This paper focuses on predicting downlink (DL) traffic volume in mobile networks while minimizing overprovisioning and meeting a given service-level agreement (SLA) violation rate.…
Age of Information in G/G/1/1 Systems: Age Expressions, Bounds, Special Cases, and Optimization
Alkan Soysal, Sennur Ulukus
We consider the age of information in G/G/1/1 systems under two service discipline models. In the first model, if a new update arrives when the service is busy, it is blocked; in t…
Age of Information Scaling in Large Networks with Hierarchical Cooperation
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Given randomly located source-destination (S-D) pairs on a fixed area network that want to communicate with each other, we study the age of information with a particular focus…
Age of Information in Multicast Networks with Multiple Update Streams
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
We consider the age of information in a multicast network where there is a single source node that sends time-sensitive updates to receiver nodes. Each status update is one of…
Age of Information in Multihop Multicast Networks
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
We consider the age of information in a multihop multicast network where there is a single source node sending time-sensitive updates to end nodes, and denotes the number…
Age of Information Scaling in Large Networks
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
We study age of information in a multiple source-multiple destination setting with a focus on its scaling in large wireless networks. There are nodes that are randomly paired w…
Age of Information in G/G/1/1 Systems
Alkan Soysal, Sennur Ulukus
We consider a single server communication setting where the interarrival times of data updates at the source node and the service times to the destination node are arbitrarily dist…