lwangbm / Metis
Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale
☆17Updated 4 years ago
Alternatives and similar repositories for Metis:
Users that are interested in Metis are comparing it to the libraries listed below
- a deep learning-driven scheduler for elastic training in deep learning clusters☆28Updated 4 years ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆24Updated 3 years ago
- The source code of INFless,a native serverless platform for AI inference.☆36Updated 2 years ago
- Serverless optimizations☆50Updated 11 months ago
- COSE: Configuring Serverless Functions using Statistical Learning☆9Updated last year
- Helios Traces from SenseTime☆53Updated 2 years ago
- ☆10Updated 4 years ago
- ☆43Updated 3 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Updated last year
- This repository contains code for the paper: Bergsma S., Zeyl T., Senderovich A., and Beck J. C., "Generating Complex, Realistic Cloud Wo…☆42Updated 3 years ago
- ☆21Updated last year
- ☆35Updated 6 months ago
- HeliosArtifact☆20Updated 2 years ago
- ☆20Updated 3 years ago
- ☆23Updated 3 years ago
- ☆48Updated 2 years ago
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆38Updated last year
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Updated 3 years ago
- Kubernetes Scheduler Simulator☆91Updated 5 months ago
- ☆23Updated last year
- Codebase for Autothrottle (NSDI 2024)☆35Updated last year
- Aequitas enables RPC-level QoS in datacenter networks.☆16Updated 2 years ago
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆126Updated 6 months ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- Adaptive Wide-Area Streaming Analytics☆30Updated 5 years ago
- Herald: Accelerating Neural Recommendation Training with Embedding Scheduling (NSDI 2024)☆20Updated 8 months ago
- A framework for trace-driven simulation of serverless Function-as-a-Service platforms☆68Updated 3 weeks ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆151Updated 4 years ago