Aditya Akella
where else to find them
linkedin:aditya-akella
what they talk about
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where they keep going back
- NSDI3 editions2019–2023
all 9 in the filters
on a stage with
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who talks about the same things
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| title | conference | date |
|---|---|---|
| TrainMover: An Interruption-Resilient Runtime for ML Training | 20th 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… | ||
| Mimesys: Generating Realistic Executable Testing Environments from Resource Usage Traces | 20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26) | 2026-07-13 |
Mimesys converts time-series resource traces into executable stressor compositions represented as a per-thread 2D grid of fractional run times and pins threads… | ||
| MatchBox: A Semantic Foundation for Data Plane Portability | PLDI 2026 | 2026-06-15 |
MatchBox provides a provable translation pipeline that turns source match-action tables into compact, semantically equivalent target tables using a new… | ||
| UNUM: A New Framework for Network Control | NSDI '26 | 2026-05-04 |
A transformer-based state embedder (UNUM) predicts bucketized future network signals rather than exact values, improving prediction accuracy by up to ~50%… | ||
| Towards Performance Robustness for Microservices | NSDI '26 | 2026-05-04 |
Paper claims that run-time performance robustness certificates (PERCs) give statistical upper bounds on tail latency under bounded perturbations and that… | ||
| Express Lane to Efficiency and Reliability: Multi-Dimensional Control in Meta’s Express.. | NSDI '26 | 2026-05-04 |
Meta’s Express Backbone is eight parallel MPLS/segment‑routing planes and grows with AI traffic; the team adds eight planes aware load balancing via Unequal… | ||
| SYMPHONY: Enabling Compute-Memory Disaggregation in LLM Serving Systems | NSDI '26 | 2026-05-04 |
SYMPHONY builds a low-latency disaggregated memory layer that moves KV caches off GPUs using advisory requests prefetch and a multi-tier storage pipeline… | ||
| Enabling Portable and High-Performance SmartNIC Programs with Alkali | NSDI '25 | 2025-04-28 |
Alkali is a multi-target SmartNIC compiler that turns a single-threaded C program into an alphair IR handler graph and uses an iterative two-stage optimizer—a… | ||
| MTP: Transport for In-Network Computing | NSDI '25 | 2025-04-28 |
MTP is a DPDK prototype transport that natively handles pathlet mutation, intercept, reordering and delaying by treating offloads as message-oriented pathlets… | ||
| CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
CASSINI introduces a network-aware job scheduler that packs ML jobs by their periodic traffic using a geometric abstraction (circles and a unified LCM-based… | ||
| Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning | NSDI 2023 | 2023-04-17 |
Shockwave is a cluster scheduler that predicts batch‑size and throughput changes using a Bayesian mixture‑of‑regimes model and expands Fisher markets into a… | ||
| Better Together: Jointly Optimizing ML Collective Scheduling and Execution Planning... | NSDI 2023 | 2023-04-17 |
SYNDICATE is a system that jointly optimizes scheduling and execution planning for ML collectives by introducing a motif abstraction to break collectives into… | ||
| RingLeader: Efficiently Offloading Intra-Server Orchestration to NICs | NSDI 2023 | 2023-04-17 |
Claims that intra-server orchestration moves from a CPU bottleneck to the NIC by implementing a hardware load balancer and scheduler, a shallow per-core… | ||
| Running BGP in Data Centers at Scale | NSDI ’21 | 2021-04-12 |
Facebook describes a BGP-based data-center routing design that scales across hundreds of pods by reusing ASN blocks, hierarchical route summarization to cut… | ||
| Whiz: Data-Driven Analytics Execution | NSDI ’21 | 2021-04-12 |
A prototype called Whiz cleanly separates computation from intermediate data and adds a data service that collects runtime stats, applies execution and… | ||
| ATP: In-network Aggregation for Multi-tenant Learning | NSDI ’21 | 2021-04-12 |
Claims up to 38–66% training throughput improvement for multi-tenant distributed DNN jobs by moving gradient aggregation into programmable switches. Implements… | ||
| Tiramisu: Fast Multilayer Network Verification | NSDI 2020 | 2020-02-25 |
Tiramisu: Fast Multilayer Network Verification
Anubhavnidhi Abhashkumar, University of Wisconsin - Madison; Aaron Gember-Jacobson, Colgate University; Aditya… | ||
| Automated Verification of Customizable Middlebox Properties with Gravel | NSDI 2020 | 2020-02-25 |
Builds Gravel, a framework that extracts SMT formulas via symbolic execution from unmodified Click elements and verifies element- and system-level properties… | ||
| Liveness Verification of Stateful Network Functions | NSDI 2020 | 2020-02-25 |
Provides a one-big-switch abstraction that programs stateful firewalls, IDS and UDP-flood mitigators, compiles those programs to P4, and verifies liveness by… | ||
| Themis: Fair and Efficient GPU Cluster Scheduling | NSDI 2020 | 2020-02-25 |
Proposes a new finish-time fairness (Rho) metric and a two-step allocator: filter top (1−f) apps then run a partial-allocation auction that computes a… | ||
| The Design and Operation of CloudLab | USENIX ATC '19 | 2019-07-10 |
CloudLab is a distributed hardware testbed spanning Utah Wisconsin and Clemson that serves 4,000 users who run over 79,000 experiments on 2,250 servers and… | ||
| Loom: Flexible and Efficient NIC Packet Scheduling | NSDI 2019 | 2019-02-26 |
Loom moves per-flow packet scheduling entirely into the NIC and implements a restricted DAG policy abstraction plus a programmable hierarchical scheduler and a… | ||
| Correctness and Performance for Stateful Chained Network Functions | NSDI 2019 | 2019-02-26 |
Junaid Khalid and Aditya Akella, University of Wisconsin - Madison
Network functions virtualization (NFV) allows operators to employ NF chains to realize… | ||
| Iron: Isolating Network-based CPU in Container Environments | NSDI '18 | 2018-04-09 |
Shows that unaccounted network stack CPU lets noisy containers steal core time and builds Iron, a Linux kernel patchset that accounts per-packet and batch CPU… | ||
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