no code implementations • 21 Dec 2022 • Roghayeh Joda, Medhat Elsayed, Hatem Abou-zeid, Ramy Atawia, Akram Bin Sediq, Gary Boudreau, Melike Erol-Kantarci, Lajos Hanzo
On the other hand, AI/ML facilitates frugal network resource management by making use of the enormous amount of data generated in IoS edge nodes and devices, as well as by optimizing the IoS performance via intelligent agents.
no code implementations • 9 May 2021 • Juncheng Wang, Ben Liang, Min Dong, Gary Boudreau, Hatem Abou-zeid
We consider online convex optimization (OCO) with multi-slot feedback delay, where an agent makes a sequence of online decisions to minimize the accumulation of time-varying convex loss functions, subject to short-term and long-term constraints that are possibly time-varying.
no code implementations • 5 Feb 2021 • Hussein A. Ammar, Raviraj Adve, Shahram Shahbazpanahi, Gary Boudreau
We investigate the effect of this scheme on the deployment of the RRHs and on the resulting achievable spectral efficiency over the access channel (under a backhaul outage constraint).
Information Theory Networking and Internet Architecture Information Theory