Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs
☆61May 21, 2023Updated 3 years ago
Alternatives and similar repositories for Lucid
Users that are interested in Lucid are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆46Jul 4, 2024Updated 2 years ago
- HeliosArtifact☆22Sep 27, 2022Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆56May 10, 2024Updated 2 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆44Dec 29, 2023Updated 2 years ago
- ☆199Aug 31, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆332Jan 22, 2024Updated 2 years ago
- ☆23Jan 7, 2022Updated 4 years ago
- Helios Traces from SenseTime☆63Sep 27, 2022Updated 3 years ago
- ☆54Dec 13, 2022Updated 3 years ago
- ☆17May 10, 2024Updated 2 years ago
- Resource-adaptive cluster scheduler for deep learning training.☆459Mar 5, 2023Updated 3 years ago
- ☆24Aug 15, 2023Updated 2 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆46Nov 24, 2022Updated 3 years ago
- Integrated Training Platform (ITP) traces used in ElasticFlow paper.☆31Dec 23, 2022Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆139Jul 25, 2024Updated last year
- ☆38Jun 27, 2025Updated last year
- A Deep Learning Cluster Scheduler☆36Jan 11, 2021Updated 5 years ago
- Kubernetes Scheduler Simulator☆127Jul 31, 2024Updated last year
- a deep learning-driven scheduler for elastic training in deep learning clusters☆31Jan 14, 2021Updated 5 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Mar 7, 2024Updated 2 years ago
- 碩士論文文獻筆記(Deep Learning、Scheduling、Distributed、Kubernetes)☆51May 5, 2019Updated 7 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Dec 26, 2023Updated 2 years ago
- GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster (IC2E'23)☆33Nov 11, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆41Oct 28, 2017Updated 8 years ago
- Artifacts for our NSDI'23 paper TGS☆97Jun 10, 2024Updated 2 years ago
- Dynamic resources changes for multi-dimensional parallelism training☆31Aug 22, 2025Updated 10 months ago
- ☆92Apr 2, 2022Updated 4 years ago
- GPU topology-aware scheduler☆13Jul 7, 2017Updated 9 years ago
- ☆13Dec 18, 2020Updated 5 years ago
- Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)☆14Nov 1, 2023Updated 2 years ago
- ☆39Jan 15, 2021Updated 5 years ago
- SOTA Learning-augmented Systems☆37May 21, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Compiler for Dynamic Neural Networks☆45Nov 13, 2023Updated 2 years ago
- GPU-scheduler-for-deep-learning☆215Nov 5, 2020Updated 5 years ago
- Kubernetes Scheduler for Deep Learning☆263May 22, 2022Updated 4 years ago
- This repository is established to store personal notes and annotated papers during daily research.☆200Jun 28, 2026Updated 3 weeks ago
- ☆15Apr 20, 2022Updated 4 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆163Nov 26, 2025Updated 7 months ago
- This repo contains the implementation of deep reinforcement learning (DRL) algorithms for virtual machine rescheduling in data centers.☆12Dec 2, 2022Updated 3 years ago