Xinchen Wan
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| title | conference | date |
|---|---|---|
| Towards Optimal Rack-scale μs-level CPU Scheduling through In-Network Workload... | USENIX ATC '25 | 2025-07-07 |
Pallas partitions rack traffic at the ToR so each shard has homogeneous CPU demand, uses a P4-programmed ToR switch for classification and per-group JSQ-style… | ||
| Accelerating Neural Recommendation Training with Embedding Scheduling | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
A runtime embedding scheduler called Herald decides where embeddings are trained and which to sync, using an adaptive location-aware inputs allocator and an… | ||
| Towards Domain-Specific Network Transport for Distributed DNN Training | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
MLT is a domain-specific transport for distributed DNN training that implements a 3-step progressive scheme: (1) per-packet load balancing across multiple… | ||
| SRNIC: A Scalable Architecture for RDMA NICs | NSDI 2023 | 2023-04-17 |
Presents SRNIC, an FPGA prototype RDMA NIC architecture that removes on‑chip structures via protocol header extensions, cache‑free QP scheduling, and… | ||
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