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Minlan Yu

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  • NSDI3 editions2013–2023

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titleconferencedate
TrainMover: An Interruption-Resilient Runtime for ML Training20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
TrainMover is an ML training runtime that prepares standby GPUs ahead of interruptions by pre-recording output tensors and running communication-free sandboxed…
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Optimus: Accelerating Large-Scale Multi-Modal LLM Training by Bubble ExploitationUSENIX ATC '252025-07-07
Reports a system called Optimus that cuts end-to-end MLLM training time by ~20.5–21.3% on 3,072 GPUs (ViT-22B encoder + GPT-175B backbone) by turning idle GPU…
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Decouple and Decompose: Scaling Resource Allocation with DeDeOSDI '252025-07-07
DeDe reformulates large resource-allocation LPs/MIPs by making a matrix copy, applying ADMM to decouple row (resource) and column (demand) constraints, then…
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Preventing Network Bottlenecks: Accelerating Datacenter Services with Hotspot-Aware...NSDI '252025-04-28
Analysis of Google datacenter ToR hotspots shows links that persist hot for hours and often exceed 75–90% utilization, causing over 2× end-to-end latency for…
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eTran: Extensible Kernel Transport with eBPFNSDI '252025-04-28
eTran extends eBPF to create an extensible in-kernel transport that adds new XDP hooks and a packet Q BPF map for queuing, plus XDP egress and XDP gym to…
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Minder: Faulty Machine Detection for Large-scale Distributed Model TrainingNSDI '252025-04-28
Minder is an automated faulty-machine detector deployed for over a year on thousand‑machine distributed training jobs; it builds per‑metric parametric models…
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DINT: Fast In-Kernel Distributed Transactions with eBPF21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
DINT implements eBPF offload of frequent-path transaction operations into the kernel (2K lines of eBPF plus 4K C++) using kernel maps, per-core ring buffers…
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THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Proposes Tensor Homomorphic Compression that makes compressed gradients directly summable (homomorphic property) so parameter servers or programmable switches…
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Rearchitecting the TCP Stack for I/O-Offloaded Content DeliveryNSDI 20232023-04-17
Claims a split TCP stack called IO-TCP that keeps control on the host CPU and pushes high-throughput data work to SmartNICs, using p2p PCIe DMA so the NIC…
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Scalable Distributed Massive MIMO Baseband ProcessingNSDI 20232023-04-17
Hydra is a distributed software BBU that cuts inter-server and inter-core communication by using FFT offload to RU and RU-configurable fronthaul packet…
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Practical Intent-driven Routing Configuration SynthesisNSDI 20232023-04-17
Aura is a production routing-synthesis system that precomputes and preloads multiple base paths and switches among them via staging and labeling, using BGP…
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Electrode: Accelerating Distributed Protocols with eBPFNSDI 20232023-04-17
Electrode implements three eBPF kernel offloads — broadcasting, fast-ack, quorum counting — using TC/XDP offloads to run common Multi-Paxos path operations…
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Hashing Design in Modern Networks: Challenges and Mitigation TechniquesUSENIX ATC '222022-07-11
Demonstrates that limited uncorrelated hardware hash functions cause hash polarization that can lose about 33% of usable capacity; builds two deployable fixes…
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Evolvable Network Telemetry at Facebook19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
Production telemetry system PCAT introduces a uniform change cube representation, an intent-based layering that splits intent, data, collection and job models…
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DETER: Deterministic TCP Replay for Performance DiagnosisNSDI 20192019-02-26
Deterministic replay tool DETER records lightweight socket calls plus only the packet mutations (drops, reorders, marks) and a tiny kernel log of handler…
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Software Defined Traffic Measurement with OpenSketchNSDI 20132013-04-02
Software Defined Traffic Measurement with OpenSketch Minlan Yu, University of Southern California; Lavanya Jose, Princeton University; Rui Miao, University of…
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Scalable Rule Management for Data CentersNSDI 20132013-04-02
A system called vCRIB automates rule placement across hypervisors and switches using a two-step pipeline: a resource-aware feasible-placement (a…
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