PatrickGuo / Mistify
☆10Updated 3 years ago
Alternatives and similar repositories for Mistify:
Users that are interested in Mistify are comparing it to the libraries listed below
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- MobiSys#114☆21Updated last year
- ☆17Updated last year
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- ☆14Updated 6 months ago
- Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆39Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆49Updated 2 years ago
- ☆19Updated 2 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆104Updated 3 years ago
- Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…☆15Updated last year
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆22Updated 3 months ago
- ☆24Updated last year
- Create tiny ML systems for on-device learning.☆20Updated 3 years ago
- HeliosArtifact☆20Updated 2 years ago
- ☆14Updated 3 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆25Updated 3 months ago
- ☆16Updated 10 months ago
- ☆49Updated 2 years ago
- ☆21Updated last year
- ☆20Updated 3 years ago
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆12Updated 9 months ago
- Source code for Jellyfish, a soft real-time inference serving system☆12Updated 2 years ago
- ☆45Updated 2 years ago
- Model-less Inference Serving☆85Updated last year
- Surrogate-based Hyperparameter Tuning System☆28Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 10 months ago
- ☆10Updated last year
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆27Updated 9 months ago
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆18Updated 2 years ago