Sigcomm25 Netai Wireless Bytescale

Summary

Communication-Efficient Scaling of LLM Training with a 2048K Context Length on 16384 GPUs Towards Next-Generation Global IoT: Empowering Massive Connectivity with Harmonious Multi-Network Coexistence. MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts Training. EchoRider: Mobile Underwater Backscatter Networking. SGLB: Scalable and Robust Global Load Balancing in Commodity AI Clusters. MegaScale-Infer: Efficient Mixture-of-Experts Model Serving with Disaggregated Expert Parallelism. Acoustic Backscatter Network for Vehicle Body-in-White. Making Cellular Networks More Efficient By Roaming in Place. ByteTracker: An Agentless and Real-time Path-aware Network Probing System. InfiniteHBD - Building Datacenter-Scale High-Bandwidth Domain for LLM with Optical Circuit Switching Transceivers. SCX: Stateless KV-Cache Encoding for Cloud-Scale Confidential Transformer Serving. S2: A Distributed Configuration Verifier for Hyper-Scale Networks. NPC: Rethinking Dataplane through Network-aware Packet Classification. CClinguist: An Expert-Free Framework for Future-Compatible Congestion Control Algorithm Identification.