13 papers
Conversational Orchestration for Organic 6G
Masoud Shokrnezhad, Tarik Taleb
The Organic 6G vision of a network of networks spanning an edge-cloud continuum complemented by non-terrestrial resources requires, to realize its promise, service provisioning tha…
Exploiting Overlapping Fields of View for Redundancy-Aware Uplink Transmission in Vehicular 6G
Hamidreza Mazandarani, Masoud Shokrnezhad, Tarik Taleb +1
Emerging uplink-dominant 6G use cases, such as cooperative vehicular streaming, require efficient transmission of high-volume visual data over limited wireless resources. While sem…
Multi-Agent Reinforcement Learning for SLA-Aware Network Slicing in UAV-Enabled MEC
Mohammad Farhoudi, Zeinab Sasan, Masoud Shokrnezhad +1
Unmanned Aerial Vehicle (UAV)-enabled Mobile Edge Computing (MEC) offers flexible capacity provisioning for heterogeneous network slices, including Hyper-Reliable and Low-Latency C…
Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks
Mohammad Farhoudi, Masoud Shokrnezhad, Tarik Taleb
In sixth-generation (6G) artificial intelligence (AI) services, two quality dimensions should be jointly addressed: conventional quality (e.g., latency) and Quality of AI Services…
KPI2KVI: A Multi Agent Workflow for Calculating Key Value Indicators from Service Descriptions
Masoud Shokrnezhad, Tarik Taleb, Yan Chen +1
Key Value Indicators (KVIs) provide a decision oriented view of a service by summarizing how operational performance translates into stakeholder value, risk, and outcomes. However,…
Energy Efficient Orchestration in Multiple-Access Vehicular Aerial-Terrestrial 6G Networks
Mohammad Farhoudi, Hamidreza Mazandarani, Masoud Shokrnezhad +2
The proliferation of users, devices, and novel vehicular applications - propelled by advancements in autonomous systems and connected technologies - is precipitating an unprecedent…