Computing Sciences Professor Presents Research at International Conference
Dr. Adita Kulkarni, Assistant Professor in the Department of Computing Sciences, presented her research at the IEEE Global Internet Symposium at the IEEE International Conference on Computer Communications on May 10, 2021.
Title of research: QoE-aware Assignment and Scheduling of Video Streams in Heterogeneous Cellular Networks
Abstract: Managing end-user Quality of Experience (QoE) over cellular networks has become an important problem due to the popularity of video streaming. In this research, we consider the problem of streaming multiple variable bit rate (VBR) video streams to users over heterogeneous cellular networks (HetNets) comprising of a cellular infrastructure and storage-enabled femtocells that are capable of caching content. We assume that each user can be connected to multiple femtocells simultaneously with the wireless channel quality between users and femtocells varying spatially as well as temporally. We address the joint assignment and scheduling problem, where the assignment problem is to match users to femtocells from where the video can be downloaded, and the scheduling problem is to fairly allocate time slots to the different users that are assigned to the same femtocell. Our objective is to maximize the total bit rate received by the users considering all femtocells, subject to the QoE-based video streaming constraint that the number of stalls received by the users is bounded. We formulate the joint assignment and scheduling problem as an optimization problem and develop QoE-aware greedy algorithm to solve it.