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Adam Belay

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  • NSDI2 editions2019–2023

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titleconferencedate
Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Murakkab exposes agentic workflows as a declarative workflow spec and uses an LLM to pick agents then a profile-guided optimizer plus adaptive runtime to pick…
Talk on
Rethinking Process Snapshots for Near-Warm Serverless Cold Starts20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Implements a kernel-side restore path called Spice that adds a new mapping type and file format: SHELF format plus a spliceVMA kernel primitive and a re-exec…
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Checkmate: Zero Performance Overhead Model Checkpointing via Network Gradient ReplicationNSDI '262026-05-04
Claims a system that achieves per-iteration checkpointing with zero GPU overhead by multicasting gradients off the training path and applying them on a…
Talk on
Unleashing The Potential of Datacenter SSDs by Taming Performance VariabilityNSDI '262026-05-04
Sandook is a rack-scale block storage system with a logically centralized controller plus lightweight clients and SSD agents that implements log-structured…
Talk
Quicksand: Harnessing Stranded Datacenter Resources with Granular ComputingNSDI '252025-04-28
Quicksand decomposes applications into small resource proclets—separate compute and memory units—and automatically splits, merges, and migrates them to fill…
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Making Kernel Bypass Practical for the Cloud with Junction21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Junction is a kernel-bypass system that actually packs thousands of unmodified Linux instances onto a machine by cutting pinned memory and avoiding constant…
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Harvesting Idle Memory for Application-managed Soft State with Midas21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Midas implements a new soft memory abstraction plus a userlinked runtime and minimal kernel coordinator to let applications place evictable objects in idle RAM…
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LDB: An Efficient Latency Profiling Tool for Multithreaded Applications21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
LDB is a software-only profiler that samples call stacks using a background thread and records request and synchronization tags to attribute tail latency to…
Talk on
Hermit: Low-Latency, High-Throughput, and Transparent Remote Memory...NSDI 20232023-04-17
Hermit is a kernel swap redesign that implements feedback-directed asynchrony to move expensive, non-urgent work off the page-fault path, adaptively schedule…
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Protego: Overload Control for Applications with Unpredictable Lock ContentionNSDI 20232023-04-17
Protego implements an Active Synchronization Queue Management (ASQM) that aborts requests whose remaining lock-wait budget cannot meet SLOs, plus a…
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Nu: Achieving Microsecond-Scale Resource Fungibility with Logical ProcessesNSDI 20232023-04-17
A system called Nu implements logical processes that split a Unix process into many small stateful proclets and a centralized controller, and it migrates those…
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Shinjuku: Preemptive Scheduling for μsecond-scale Tail LatencyNSDI 20192019-02-26
Kostis Kaffes, Timothy Chong, and Jack Tigar Humphries, Stanford University; Adam Belay, Massachusetts Institute of Technology; David Mazières and Christos…
Talk
Shenango: Achieving High CPU Efficiency for Latency-sensitive Datacenter WorkloadsNSDI 20192019-02-26
Shenango builds a single busy-spinning IOKernel plus per-application runtimes (C++/Rust) and uses DPDK to steer packets and reallocate cores every 5 µs by…
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