Morabito, Roberto

1. Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences
   2025/03/06 by Adnan Shahid, Adrian Kliks, Shahid, Adnan +229 · 10 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
2. AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems
   2023/11/10 by Tarkoma, Sasu, Morabito, Roberto, Sauvola, Jaakko · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
3. Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities
   2023/10/27 by Roberto Morabito, Mallik Tatipamula, Morabito, Roberto +5 · 2 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #IoT and Edge/Fog Computing #Age of Information Optimization
4. Sometimes Painful but Certainly Promising: Feasibility and Trade-offs of Language Model Inference at the Edge
   2025/03/12 by Maximilian Abstreiter, Abstreiter, Maximilian, Sasu Tarkoma +3 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Performance (cs.PF) #Topic Modeling #and Cluster Computing (cs.DC)
5. Edge-First Language Model Inference: Models, Metrics, and Tradeoffs
   2025/05/22 by Jang, SiYoung, Morabito, Roberto · 3 citations
   #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
6. Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques
   2025/06/06 by Adarsh Prasad Behera, Jaya Prakash Champati, Behera, Adarsh Prasad +7 · 3 citations
   Computer Science · #Big Data and Digital Economy #Topic Modeling #Natural Language Processing Techniques
7. Improved Decision Module Selection for Hierarchical Inference in Resource-Constrained Edge Devices
   2024/04/08 by Behera, Adarsh Prasad, Morabito, Roberto, Widmer, Joerg +1 · 1 citation
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)