108 citations · 148 across the 5 of their papers we have counts for
5 papers
Multi-Agent Reinforcement Learning for Long-Term Network Resource Allocation through Auction: a V2X Application
Jing Tan, Ramin Khalili, Holger Karl +1
We formulate offloading of computational tasks from a dynamic group of mobile agents (e.g., cars) as decentralized decision making among autonomous agents. We design an interaction…
Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions
Jing Tan, Ramin Khalili, Holger Karl +1
We formulate computation offloading as a decentralized decision-making problem with autonomous agents. We design an interaction mechanism that incentivizes agents to align private…
In-Network Processing Acoustic Data for Anomaly Detection in Smart Factory
Huanzhuo Wu, Yunbin Shen, Xun Xiao +2
Modern manufacturing is now deeply integrating new technologies such as 5G, Internet-of-things (IoT), and cloud/edge computing to shape manufacturing to a new level -- Smart Factor…
6G White paper: Research challenges for Trust, Security and Privacy
Mika Ylianttila, Raimo Kantola, Andrei Gurtov +24
The roles of trust, security and privacy are somewhat interconnected, but different facets of next generation networks. The challenges in creating a trustworthy 6G are multidiscipl…
Towards Runtime Verification of Programmable Switches
Apoorv Shukla, Kevin Hudemann, Zsolt Vági +5
Is it possible to patch software bugs in P4 programs without human involvement? We show that this is partially possible in many cases due to advances in software testing and the st…