~/talks

Arvind Krishnamurthy

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  • NSDI3 editions2013–2020

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titleconferencedate
RLBoost: Harvesting Preemptible Cloud Resources for Cost-Efficient Reinforcement LearningNSDI '262026-05-04
RLBoost harvests preemptible GPUs (cloud spot instances and spare cluster capacity) to run rollouts while keeping training on reserved full‑mesh GPUs, claiming…
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ForestColl: Throughput-Optimal Collective Communications on Heterogeneous Network FabricsNSDI '262026-05-04
ForestColl generates throughput-optimal collective schedules by computing the bottleneck network cut via an optimality binary search, transforming switch…
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FAST: An Efficient Scheduler for All-to-All GPU CommunicationNSDI '262026-05-04
FAST reframes All-to-All(v) scheduling by treating scale-up (NVLink/local GPU) as effectively free and optimizing only scale-out transfers, implementing…
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NanoFlow: Towards Optimal Large Language Model Serving ThroughputOSDI '252025-07-07
NanoFlow splits request batches into nano-batches and duplicates per-batch operations to overlap compute, memory (KV cache), and network work within a single…
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White-Boxing RDMA with Packet-Granular Software ControlNSDI '252025-04-28
Claims software control of RDMA transport at packet granularity while preserving line‑rate data path performance, implemented on Nvidia BlueField-3 DPA and…
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Efficient Direct-Connect Topologies for Collective CommunicationsNSDI '252025-04-28
Presents a concrete pipeline that synthesizes direct‑connect topologies and schedules, starting from small optimal bases and using line graph expansion and…
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High-level Programming for Application NetworksNSDI '252025-04-28
AppNet is a framework that compiles high-level generalized match-action programs for RPC processing into platform-specific code (RPC library, colocated proxy…
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Runtime Programmable Switches19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
Prototype called FlexCore performs partial reconfiguration primitives on P4 pipelines by atomically switching PD-table pointers and installing flex edges…
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Scaling Distributed Machine Learning with In-Network AggregationNSDI ’212021-04-12
Implements SwitchML: a co-designed system that pushes aggregation into a programmable switch dataplane to reduce model-update volume and offload the all-reduce…
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End the Senseless Killing: Improving Memory Management for Mobile Operating SystemsUSENIX ATC '202020-07-15
Marvin implements a runtime-and-OS co-designed memory manager for Android that reintroduces swapping with concrete mechanisms: ahead-of-time (AOT) swap, stubs…
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Automated Verification of Customizable Middlebox Properties with GravelNSDI 20202020-02-25
Builds Gravel, a framework that extracts SMT formulas via symbolic execution from unmodified Click elements and verifies element- and system-level properties…
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Fine Grained Replicated State Machines for a Cluster Storage SystemNSDI 20202020-02-25
Design treats every key-value pair as a separate replicated state machine and co-designs a Paxos-style consensus with an LSM-based store to drop per-key log…
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Programmable Calendar Queues for High-speed Packet SchedulingNSDI 20202020-02-25
Claim: calendar queues let switches escalate priorities of buffered packets over time so complex schedulers run at line rate. Implementation maps calendar…
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E3: Energy-Efficient Microservices on SmartNIC-Accelerated ServersUSENIX ATC '192019-07-10
E3 is a microservice execution platform that offloads small, communication‑intensive services onto Cavium LiquidIO SmartNICs and extends Azure Service Fabric…
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Slim: OS Kernel Support for a Low-Overhead Container Overlay NetworkNSDI 20192019-02-26
Slim implements connection-based virtualization that maps virtual container connections to host TCP connections via a user-space Slim router, avoiding…
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Stable and Practical AS Relationship Inference with ProbLinkNSDI 20192019-02-26
Presents a probabilistic AS relationship inference system that actually reduces real-world errors: ProbLink is an EM-style, unsupervised classifier built from…
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Approximating Fair Queueing on Reconfigurable SwitchesNSDI '182018-04-09
Implementation of approximate Fair Queueing on reconfigurable switches uses per-packet processing and mutable on-switch state to emulate bit-by-bit round robin…
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Demystifying Page Load Performance with WProfNSDI 20132013-04-02
Built a lightweight in‑browser profiler called WProf (WebKit extension in Chrome/Safari, C++) that extracts activity timings and a detailed dependency graph…
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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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