• DeepTMA: Predicting Effective Contention Models for Network Calculus using Graph Neural Networks 

      Geyer, Fabien; Bondorf, Steffen (Journal article; Peer reviewed, 2019)
      Network calculus computes end-to-end delay bounds for individual data flows in networks of aggregate schedulers. It searches for the best model bounding resource contention between these flows at each scheduler. Analyzing ...
    • OFM: An Online Fisher Market for Cloud Computing 

      Prasad, Abhinandan S; Arumaithurai, Mayutan; Koll, David; Jiang, Yuming; Fu, Xiaoming (Journal article; Peer reviewed, 2019)
      Currently, cloud computing is a primary enabler of new paradigms such as edge and fog computing. One open issue is the pricing of services or resources. Current pricing schemes are usually oligopolistic and not fair. In ...