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Myungjin Lee

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JITServe: SLO-aware LLM Serving with Imprecise Request InformationNSDI '262026-05-04
JITServe is an LLM-serving system that schedules with noisy length and dependency estimates, refines them online with quantile regression forests and…
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How to Adopt Emerging Federated Learning TechnologiesAI.dev: Open Source GenAI & ML Summit North America 20232023-12-12
Flame claims to let teams swap and extend federated learning topologies without rewriting ML code by using a Tag topology graph of roles and channels that the…
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Distributed Network Monitoring and Debugging with SwitchPointerNSDI '182018-04-09
SwitchPointer stores only pointers in switches and keeps detailed telemetry at end-hosts, using switch memory as a "directory service" to locate per-epoch…
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CloudMirror: Application-Aware Bandwidth Reservations in the CloudHotCloud '132013-06-25
Proposes a graph-based tenant application graph that specifies per-VM directional send and receive guarantees and a new placement algorithm that maps that…
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