iGniter, an interference-aware GPU resource provisioning framework for achieving predictable performance of DNN inference in the cloud.
☆39Jun 11, 2024Updated 2 years ago
Alternatives and similar repositories for igniter
Users that are interested in igniter are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- spotDNN is a heterogeneity-aware spot instance provisioning framework to provide predictable performance for DDNN training workloads in t…☆15Sep 7, 2023Updated 3 years ago
- Prophet is a predictable communication scheduling strategy to schedule the gradient transfer in an adequate order, with the aim of maximi…☆16Sep 13, 2023Updated 3 years ago
- DelayStage is a simple yet effective stage delay scheduling strategy to interleave the cluster resources across the parallel stages, so a…☆14Sep 7, 2023Updated 3 years ago
- iSpot is a lightweight and cost-effective instance provisioning framework for Directed Acyclic Graph (DAG)-style big data analytics, in …☆11Sep 7, 2023Updated 3 years ago
- ☆12Sep 20, 2023Updated 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.
- ebrowser, an energy-efficient and lightweight human interaction framework without degrading the user experience in mobile Web browsers.☆12Sep 7, 2023Updated 3 years ago
- λDNN is a cost-efficient function resource provisioning framework to minimize the monetary cost and guarantee the performance for DDNN tr…☆23Oct 25, 2023Updated 3 years ago
- Tetris, a model predictive control (MPC)-based container scheduling strategy to judiciously make migration decisions for long-running con…☆26Dec 30, 2024Updated last year
- Opara is a lightweight and resource-aware DNN Operator parallel scheduling framework to accelerate the execution of DNN inference on GPUs…☆23Dec 19, 2024Updated last year
- ☆51Dec 26, 2024Updated last year
- Automation script for live container migration with CRIU☆11Jul 6, 2020Updated 6 years ago
- ☆52Dec 13, 2022Updated 3 years ago
- Cost-efficient and Instruction-driven AI Conversation in Digital Pathology☆23Nov 5, 2025Updated 11 months ago
- ☆23Jan 7, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- BATCH: Adaptive Batching for Efficient MachineLearning Serving on Serverless Platforms☆10Aug 7, 2021Updated 5 years ago
- Automatic tuning for ML model deployment on Kubernetes☆80Nov 1, 2024Updated 2 years ago
- Source code of IPA, https://escholarship.org/uc/item/2p0805dq☆13Jun 27, 2024Updated 2 years ago
- ☆13Feb 17, 2025Updated last year
- Surrogate-based Hyperparameter Tuning System☆30Jun 29, 2023Updated 3 years ago
- This project includes a simulator and workload generator for Edge-to-Cloud environments. Users can implement different scenarios, includi…☆16Aug 7, 2024Updated 2 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆140Jul 25, 2024Updated 2 years ago
- ☆16Aug 15, 2024Updated 2 years ago
- ☆27Feb 20, 2024Updated 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.
- ☆14Dec 10, 2024Updated last year
- Zipage is a high-concurrency LLM inference engine built on PagedAttention and KV cache eviction.☆15Mar 13, 2026Updated 7 months ago
- Model-less Inference Serving☆95Nov 4, 2023Updated 2 years ago
- ☆200Aug 31, 2019Updated 7 years ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆94May 23, 2023Updated 3 years ago
- A recommendation model kernel optimizing system☆14Jun 5, 2025Updated last year
- Multi-Instance-GPU profiling tool☆58Apr 16, 2023Updated 3 years ago
- HeliosArtifact☆22Sep 27, 2022Updated 4 years ago
- ☆84Feb 5, 2026Updated 8 months 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.
- Tutorials to GPU programming. Reading notes.☆19Apr 27, 2023Updated 3 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆60May 21, 2023Updated 3 years ago
- Data-Oriented Differential Testing of ORM Systems.☆15Jan 22, 2021Updated 5 years ago
- [CVPR 2026] ORCA: Orchestrated Reasoning with Collaborative Agents for Document Visual Question Answering☆20Mar 4, 2026Updated 7 months ago
- Hands-on experience programming AI Engines using Vitis Unified Software Platform☆43Jul 24, 2024Updated 2 years ago
- A Pytorch implementation for [ICCV 2025] LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation☆13Feb 13, 2026Updated 8 months ago
- Knowledge-Augmented Language Models for Cause-Effect Relation Classification https://arxiv.org/abs/2112.08615☆14Jun 14, 2023Updated 3 years ago