Elenco Pubblicazioni - Publications (1660)
M. Calugaru, F. Siciliano, F. Pezzuti, N. Tonellotto, F. Silvestri: "Load-sensitive Selective Pruning in Dense Retrieval", Proc. SIGIR, 2026
Written by FRANCESCA PEZZUTI
We introduce a load-aware selective embedding-pruning method to be used in dense retrieval systems. Our method adapts the embedding dimensionality at inference time based on per-query deadlines and the current queue occupancy. Under light load,…
L. Lemmi, E. Mingozzi, and A. Virdis, "Agentic LLM-Assisted Fair Resource Allocation for Heterogeneous Multi-Tenant CATS in the Cloud-Edge Continuum," in 2026 24th International Symposium on Network Computing and Applications (NCA), Syracuse, Italy.
Written by LAURA LEMMI
Computing-Aware Traffic Steering (CATS) optimizes the assignment of user requests to replicated service instances by jointly considering network and computing conditions.Although CATS has been widely studied for single-service scenarios, cloud--edge continuum deployments are typically multi-tenant:…
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PhD Course News
- Prof. Matteo Bianchi, Department of Information Engineering, University of Pisa, "Tactile Sensors for Robotics and Advanced Human Machine Interaction", 14,16,17,18 September 2026
- Prof. Daniele Inserra, University of Electronic Science and Technology of China - China, "Battery-free intelligent systems: RFID, wireless power, and smart sensing", 27-29 July 2026
- Prof. Bhavani Shankar MYSORE, University of Luxembourg, "Signal Processing for Joint Radar Communications", 13-16 July 2026
- Prof. Matteo Bianchi, Department of Information Engineering, University of Pisa, "Bilateral Telerobotics: Challenges, Perspectives and Applications", 27-30 July 2026
- Prof. Jian-Nong Cao, Hong Kong Polytechnic University, "Collaborative Edge AI and Applications", 6-10 July 2026
