~/talks

Vincent Liu

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  • NSDI2 editions2013–2020

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titleconferencedate
CCEval: Accurately and Confidently Evaluating Performance Metrics of Congestion...NSDI '262026-05-04
CCEval is an evaluation framework that outputs confidence intervals and forecasts needed trials using model-free trial forecasting and speeds extreme-tail…
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Enabling Silent Telemetry Data Transmission with InvisiFlowNSDI '252025-04-28
InvisiFlow routes low-priority telemetry off the shortest path by probing neighbors with pull requests and forwarding along a congestion gradient computed from…
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Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment...NSDI '252025-04-28
Presents Multiverse, a GPU-based LLM-training simulator that runs many independent experiments in one process using SPME and data-oriented DoD modeling, with…
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Beaver: Practical Partial Snapshots for Distributed Cloud Services18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
Beaver presents a practical partial snapshot protocol that captures causally consistent states when only a subset of machines participates, by instrumenting…
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MuCache: A General Framework for Caching in Microservice Graphs21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
MuCache is a framework that injects per-service cache managers and sidecar wrappers to serve hits locally without blocking requests, relying on a non-blocking…
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Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Cloudcast builds an overlay multicast system that spawns ephemeral waypoints (VM routers) and emits per-VM router programs to execute striped, multi-tree…
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AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning ServingOSDI 20232023-07-10
AlpaServe uses model parallelism not just to fit big models but to statistically multiplex GPUs across many models, trading partition overhead for burst…
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Executing Microservice Applications on Serverless, CorrectlyPOPL 20232023-01-15
mu2sls is a Python framework that instruments service classes with transactions and asynchronous calls and emits serverless functions plus a logging and…
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OrbWeaver: Using IDLE Cycles in Programmable Networks for Opportunistic Coordination19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
OrbWeaver claims to harvest sub-microsecond gaps on 100 Gbps links (example inter-packet gap ≈120 ns) to inject idle packets that carry coordination data while…
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tpprof: A Network Traffic Pattern ProfilerNSDI 20202020-02-25
tpprof profiles running networks by extracting network states (representative switch-level utilization sampled via SNMP/sFlow) and traffic pattern subsequences…
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Detecting Asymmetric Application-layer Denial-of-Service Attacks In-Flight with FinelameUSENIX ATC '192019-07-10
Finelame instruments the OS with eBPF probes to map request IDs to processing functions and to account malloc and other resource allocations per request…
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F10: A Fault-Tolerant Engineered NetworkNSDI 20132013-04-02
Implements an A-B fat-tree topology plus three-tier failover: immediate local rerouting, millisecond-scale pushback broadcasts, and a centralized rebalancer…
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