Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
☆46Nov 24, 2022Updated 3 years ago
Alternatives and similar repositories for shockwave
Users that are interested in shockwave are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Jul 25, 2024Updated last year
- ☆11Dec 18, 2020Updated 5 years ago
- ☆17May 10, 2024Updated last year
- Personal blog + reading notes on system-ish papers☆16Oct 29, 2023Updated 2 years ago
- Code for reproducing experiments performed for Accoridon☆13Jun 11, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆55Dec 11, 2022Updated 3 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Dec 29, 2023Updated 2 years ago
- Reading seminar in Harvard Cloud Networking and Systems Group☆16Aug 29, 2022Updated 3 years ago
- ☆24Aug 15, 2023Updated 2 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆58May 21, 2023Updated 2 years ago
- Privacy Budget Orchestration in Machine Learning Workloads (OSDI '21)☆26Oct 20, 2023Updated 2 years ago
- Simple PyTorch profiler that combines DeepSpeed Flops Profiler and TorchInfo☆11Feb 12, 2023Updated 3 years ago
- Integrated Training Platform (ITP) traces used in ElasticFlow paper.☆31Dec 23, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Feb 23, 2024Updated 2 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆166May 7, 2020Updated 5 years ago
- GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster (IC2E'23)☆33Nov 11, 2023Updated 2 years ago
- A language for video analytics☆12Jan 26, 2023Updated 3 years ago
- MeshInsight: Dissecting Overheads of Service Mesh Sidecars☆47Dec 21, 2023Updated 2 years ago
- Website for Systems Research Seminar at UIUC☆21Mar 31, 2026Updated 2 weeks ago
- Helios Traces from SenseTime☆62Sep 27, 2022Updated 3 years ago
- ☆44Jul 4, 2024Updated last year
- ☆23Jan 7, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Dec 26, 2023Updated 2 years ago
- MIT 6.824 2020☆10Mar 31, 2021Updated 5 years ago
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆19May 28, 2024Updated last year
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Nov 21, 2024Updated last year
- Source code for the FAST '23 paper “MadFS: Per-File Virtualization for Userspace Persistent Memory Filesystems”☆50Mar 5, 2023Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆56May 10, 2024Updated last year
- Burstable Cloud Scheduler☆17Jun 6, 2024Updated last year
- ☆325Jan 22, 2024Updated 2 years ago
- This repository contains a list of papers on various topics (that I am working/worked on) in the system and networking area.☆88Feb 13, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Boston University Collaboratory project for applying AI to cloud operations☆12Dec 5, 2022Updated 3 years ago
- Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training☆24Mar 1, 2024Updated 2 years ago
- Arya: Arbitrary Graph Pattern Mining with Decomposition-based Sampling☆16Sep 27, 2023Updated 2 years ago
- ☆200Aug 31, 2019Updated 6 years ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆43May 29, 2022Updated 3 years ago
- Large scale graph learning on a single machine.☆167Feb 25, 2025Updated last year
- Compiler for Dynamic Neural Networks☆45Nov 13, 2023Updated 2 years ago