SOTA Learning-augmented Systems
☆37May 21, 2022Updated 3 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:
- ☆328Jan 22, 2024Updated 2 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Dec 26, 2023Updated 2 years ago
- Multi-Instance-GPU profiling tool☆59Apr 16, 2023Updated 3 years ago
- ☆26Dec 5, 2022Updated 3 years ago
- 面向多平台编译优化的深度学习中间表示☆10Oct 28, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76May 31, 2021Updated 4 years ago
- A Deep Learning Cluster Scheduler☆36Jan 11, 2021Updated 5 years ago
- Website for Systems Research Seminar at UIUC☆21Apr 27, 2026Updated last week
- ☆84Dec 2, 2022Updated 3 years ago
- A curated list of awesome serverless research works, including papers and open-sourced projects.☆87Nov 28, 2022Updated 3 years ago
- ☆53Dec 13, 2022Updated 3 years ago
- Slides and exercises for persistent memory programming tutorial☆14Nov 14, 2022Updated 3 years ago
- ☆13Apr 7, 2025Updated last year
- ☆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.
- "JABAS: Joint Adaptive Batching and Automatic Scaling for DNN Training on Heterogeneous GPUs" (EuroSys '25)☆16Apr 7, 2025Updated last year
- 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 last year
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆46Nov 24, 2022Updated 3 years ago
- STREAMer: Benchmarking remote volatile and non-volatile memory bandwidth☆18Aug 21, 2023Updated 2 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Feb 23, 2024Updated 2 years ago
- ☆10Sep 15, 2023Updated 2 years ago
- 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☆12Mar 7, 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Open-source repository for the paper "DyTIS: A Dynamic Dataset Targeted Index Structure Simultaneously Efficient for Search, Insert, and …☆14May 16, 2023Updated 2 years ago
- Differentiable Combinatorial Scheduling at Scale (ICML'24). Mingju Liu, Yingjie Li, Jiaqi Yin, Zhiru Zhang, Cunxi Yu.☆22Oct 31, 2024Updated last year
- This repository consists of useful tools or guides for system software development or anything interesting.☆11Feb 27, 2026Updated 2 months ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆58May 21, 2023Updated 2 years ago
- Boosting GPU utilization for LLM serving via dynamic spatial-temporal prefill & decode orchestration☆44Jan 8, 2026Updated 3 months ago
- MeshInsight: Dissecting Overheads of Service Mesh Sidecars☆47Dec 21, 2023Updated 2 years ago
- ListDB: Union of Write-Ahead Logs and Persistent SkipLists for Incremental Checkpointing on Persistent Memory☆49Jul 18, 2024Updated last year
- ☆18Oct 17, 2025Updated 6 months ago
- Artifact package for CBMM paper (ATC'22)☆11Jun 5, 2022Updated 3 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.
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆126Jun 23, 2022Updated 3 years ago
- ☆24Aug 15, 2023Updated 2 years ago
- ☆200Aug 31, 2019Updated 6 years ago
- ☆15Apr 20, 2022Updated 4 years ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆265Nov 18, 2024Updated last year
- Torch Frontend for IREE☆26Dec 21, 2023Updated 2 years ago
- Collect papers about serverless computing research☆220Jan 15, 2024Updated 2 years ago