3 papers
cs.NI2025
Odin: Effective End-to-End SLA Decomposition for 5G/6G Network Slicing via Online Learning
Duo Cheng, Ramanujan K Sheshadri, Ahan Kak +3
Network slicing plays a crucial role in realizing 5G/6G advances, enabling diverse Service Level Agreement (SLA) requirements related to latency, throughput, and reliability. Since…
cs.DC2025
S2M3: Split-and-Share Multi-Modal Models for Distributed Multi-Task Inference on the Edge
JinYi Yoon, JiHo Lee, Ting He +2
With the advancement of Artificial Intelligence (AI) towards multiple modalities (language, vision, speech, etc.), multi-modal models have increasingly been used across various app…
cs.DS2024
Learning-augmented Online Algorithm for Two-level Ski-rental Problem
Keyuan Zhang, Zhongdong Liu, Nakjung Choi +1
In this paper, we study the two-level ski-rental problem,where a user needs to fulfill a sequence of demands for multiple items by choosing one of the three payment options: paying…