SOTA Learning-augmented Systems
☆38May 21, 2022Updated 4 years ago
Alternatives and similar repositories for Awesome-ML-for-System
Users that are interested in Awesome-ML-for-System are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆336Jan 22, 2024Updated 2 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Dec 26, 2023Updated 2 years ago
- Multi-Instance-GPU profiling tool☆58Apr 16, 2023Updated 3 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆77May 31, 2021Updated 5 years ago
- ☆52Dec 13, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Deep Learning Cluster Scheduler☆36Jan 11, 2021Updated 5 years ago
- Website for Systems Research Seminar at UIUC☆21Oct 17, 2026Updated 2 weeks ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆47Nov 24, 2022Updated 3 years ago
- ☆27Dec 5, 2022Updated 3 years ago
- "JABAS: Joint Adaptive Batching and Automatic Scaling for DNN Training on Heterogeneous GPUs" (EuroSys '25)☆16Apr 7, 2025Updated last year
- ☆200Aug 31, 2019Updated 7 years ago
- 面向多平台编译优化的深度学习中间表示☆10Oct 28, 2024Updated 2 years ago
- ☆84Dec 2, 2022Updated 3 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆60May 21, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Ongoing research training transformer models at scale☆13Updated this week
- A distributed in-memory store for temporal knowledge graphs☆10Mar 20, 2024Updated 2 years ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆271Mar 31, 2023Updated 3 years ago
- 微信Ipad协议golang版本，基于grpc的实现策略。这套代码需要通过gprc服务端组包解包才可以正常使用☆13Jul 8, 2019Updated 7 years ago
- 方便扩展的Cuda算子理解和优化框架，仅用在学习使用☆18Jun 13, 2024Updated 2 years ago
- MobiSys#114☆23Aug 17, 2023Updated 3 years ago
- Open-source repository for the paper "DyTIS: A Dynamic Dataset Targeted Index Structure Simultaneously Efficient for Search, Insert, and …☆14May 16, 2023Updated 3 years ago
- The repository for ATC'25 paper "Greyhound: Hunting Fail-Slows in Hybrid-Parallel Training at Scale"☆17Sep 7, 2026Updated last month
- ☆10Dec 8, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices☆12Jul 1, 2021Updated 5 years ago
- Generative Models for Image Captioning☆10Jun 7, 2017Updated 9 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Feb 23, 2024Updated 2 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆31Jan 14, 2021Updated 5 years ago
- A curated list of awesome serverless research works, including papers and open-sourced projects.☆86Nov 28, 2022Updated 3 years ago
- Resource-adaptive cluster scheduler for deep learning training.☆459Mar 5, 2023Updated 3 years ago
- STREAMer: Benchmarking remote volatile and non-volatile memory bandwidth☆18Aug 21, 2023Updated 3 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆14Mar 7, 2024Updated 2 years ago
- Linux kernel ML library source code☆12Apr 15, 2026Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository consists of useful tools or guides for system software development or anything interesting.☆11Feb 27, 2026Updated 8 months ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆140Jul 25, 2024Updated 2 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆108Dec 24, 2022Updated 3 years ago
- ☆27Feb 17, 2025Updated last year
- AI and Memory Wall☆227Mar 23, 2024Updated 2 years ago
- system paper reading notes☆265Sep 22, 2025Updated last year
- Collect papers about serverless computing research☆221Jan 15, 2024Updated 2 years ago