Han Tian
where else to find them
no profile links on file
what they talk about
where they keep going back
no series more than once — all 5 in the filters
on a stage with
all 40 in the filters
who talks about the same things
nobody close enough yet
| title | conference | date |
|---|---|---|
| PolicyCache: Intra-flow Learning in Congestion Control | NSDI '26 | 2026-05-04 |
PolicyCache claims intra‑flow learning that trains and runs a nonparametric Hoeffding Adaptive Tree (HAT) inside each flow, plus backup exploration and micro… | ||
| CascadeNet: Generating Network Traffic with High-Fidelity Temporal Patterns | NSDI '26 | 2026-05-04 |
CascadeNet generates traces by converting each flow into an aggregated per-flow time series and then using CascadeGAN hierarchical generators (MLP → LSTM →… | ||
| Enabling Efficient GPU Communication over Multiple NICs with FuseLink | OSDI '25 | 2025-07-07 |
FuseLink remaps GPU-side network buffers to relay traffic over high-speed intra-server fabrics (MVLink/MLink) so idle 400G RDMA NICs act as a merged “super… | ||
| 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… | ||
| GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters | NSDI '25 | 2025-04-28 |
GREEN monitors per-job power with NVML readouts (plus CPU estimates) and integrates carbon intensity every 30s, uses an energy efficiency optimizer to scale… | ||
| 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… | ||
| nothing matches | ||