Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021
☆28Dec 15, 2021Updated 4 years ago
Alternatives and similar repositories for POP
Users that are interested in POP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains code for the paper: Bergsma S., Zeyl T., Senderovich A., and Beck J. C., "Generating Complex, Realistic Cloud Wo…☆42Nov 11, 2021Updated 4 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆31Jan 14, 2021Updated 5 years ago
- ☆11Dec 18, 2020Updated 5 years ago
- ☆23Jan 7, 2022Updated 4 years ago
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Dec 12, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Jul 25, 2024Updated last year
- A Deep Learning Cluster Scheduler☆36Jan 11, 2021Updated 5 years ago
- HeliosArtifact☆22Sep 27, 2022Updated 3 years ago
- Privacy Budget Orchestration in Machine Learning Workloads (OSDI '21)☆26Oct 20, 2023Updated 2 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆166May 7, 2020Updated 5 years ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆64Nov 26, 2022Updated 3 years ago
- ☆10Jul 5, 2023Updated 2 years ago
- This repo contains the scripts used to create the data for the ATC2020 paper "Reconstructing proprietary video streaming algorithms"☆14Mar 24, 2021Updated 5 years ago
- ☆21Jun 21, 2022Updated 3 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.
- A Hybrid Framework to Build High-performance Adaptive Neural Networks for Kernel Datapath☆28May 15, 2023Updated 2 years ago
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆19May 28, 2024Updated last year
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Jan 8, 2022Updated 4 years ago
- ☆95Apr 25, 2023Updated 2 years ago
- ☆12Dec 15, 2022Updated 3 years ago
- 碩士論文文獻筆記（Deep Learning、Scheduling、Distributed、Kubernetes）☆51May 5, 2019Updated 6 years ago
- 📉 Alibaba cluster analysis☆15Jun 4, 2018Updated 7 years ago
- Fine-grained GPU sharing primitives☆147Jul 28, 2025Updated 8 months ago
- ☆36Jan 4, 2023Updated 3 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.
- Deep reinforcement learning for REsource Allocation in streaM processing☆30Apr 30, 2023Updated 2 years ago
- ☆47Jan 18, 2021Updated 5 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Dec 29, 2023Updated 2 years ago
- Many companies are utilizing the cloud for their day to day activities. Many big cloud service providers like AWS, Microsoft Azure have b…☆11Nov 13, 2022Updated 3 years ago
- Integrated Training Platform (ITP) traces used in ElasticFlow paper.☆31Dec 23, 2022Updated 3 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆19May 27, 2020Updated 5 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆63Mar 19, 2021Updated 5 years ago
- [SIGCOMM 2021] ARROW: Restoration-Aware Traffic Engineering☆15Oct 27, 2021Updated 4 years ago
- [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training☆40Sep 10, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PSTensor provides a way to hack the memory management of tensors in TensorFlow and PyTorch by defining your own C++ Tensor Class.☆10Feb 10, 2022Updated 4 years ago
- Depict GPU memory footprint during DNN training of PyTorch☆11Nov 17, 2022Updated 3 years ago
- The repository of SiamHAN, an IPv6 address correlation model on TLS encrypted traffic. The work has been accepted as USENIX Security 2021…☆18Dec 1, 2021Updated 4 years ago
- [ICLR 2021] "Learning a Minimax Optimizer: A Pilot Study" by Jiayi Shen*, Xiaohan Chen*, Howard Heaton*, Tianlong Chen, Jialin Liu, Wotao…☆15Dec 30, 2021Updated 4 years ago
- A benchmark suite for evaluating FaaS scheduler.☆23Nov 5, 2022Updated 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
- Synthesizing Network-Wide Configuration Updates☆14Jul 29, 2021Updated 4 years ago