INCAS 2025
ACM CoNEXT Workshop on In-Network Computing and AI for Distributed Systems

Workshop Program

09:00am - 09:30am Registration & Welcome Refreshments
Monday, December 1st (Length: Half Day - Morning)
Location: Room 2504

Location Map
09:30am - 09:40am Opening Remarks
Introduction to the organizers and the goals of the Workshop.
09:40am - 10:10am [Keynote 1]
Speaker: Prof. Wenfei Wu (Peking University)
Topic: Accelerating Distributed Systems by In-Network Computing.
10:10am - 10:40am [Keynote 2]
Speaker: Prof. Gianni Antichi (Politecnico di Milano and Queen Mary University of London)
Topic: Streamlining AI Workloads with Programmable Hardware.
10:40am - 11:00am Coffee Break
11:00am - 12:00am [Paper Presentation]
Paper 1:   PRISM: A Workload-Predictive Job Scheduler for Clusters with In-Network Aggregation Capability
Paper 2:   O2R: Performance-conscious FPGA Comparator Allocation for Online/Offline Reordering of In-Band Network Telemetry
Paper 3:   Towards Unsupervised Drift Detection in Programmable Data-Planes
Paper 4:   Malicious QUIC C2 Traffic Detection based on Random Forest in Programmable Data Plane
12:00am - 12:00am Closing Remarks