googleinterns / cluster-resource-forecast
This repository contains experimental tools we developed to forecast a clusters' resource (CPU or memory) usage.
☆39Updated 3 years ago
Alternatives and similar repositories for cluster-resource-forecast:
Users that are interested in cluster-resource-forecast are comparing it to the libraries listed below
- Tiresias is a GPU cluster manager for distributed deep learning training.☆152Updated 4 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- ☆186Updated 5 years ago
- FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute (USENIX ATC'21)☆54Updated 3 years ago
- Serverless Paper Reading and Discussion☆37Updated 2 years ago
- A benchmark suite for evaluating FaaS scheduler.☆22Updated 2 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆127Updated 8 months ago
- Fine-grained GPU sharing primitives☆141Updated 5 years ago
- Kubernetes Scheduler Simulator☆108Updated 8 months ago
- Artifacts for our NSDI'23 paper TGS☆75Updated 10 months ago
- Scripts and code for PARTIES (ASPLOS'19)☆29Updated 4 years ago
- Helios Traces from SenseTime☆53Updated 2 years ago
- ☆23Updated 4 years ago
- ☆17Updated 2 years ago
- A curated list of awesome serverless research works, including papers and open-sourced projects.☆81Updated 2 years ago
- Elastic ephemeral storage☆119Updated 3 years ago
- ☆24Updated last year
- SOTA Learning-augmented Systems☆36Updated 2 years ago
- The source code of INFless,a native serverless platform for AI inference.☆38Updated 2 years ago
- Suite of contentious microbenchmarks☆54Updated 8 years ago
- ☆41Updated 2 years ago
- rFaaS: a high-performance FaaS platform with RDMA acceleration for low-latency invocations.☆51Updated last week
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- An open source tool for testing and profiling FaaS and serverless platforms☆110Updated 2 months ago
- GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster (IC2E'23)☆34Updated last year
- ☆41Updated 9 months ago
- A suite of representative serverless cloud-agnostic (i.e., dockerized) benchmarks☆53Updated 3 weeks ago
- This repository includes the VM request traces of the top 20 tenants in 4 months of 2021 in Huawei Cloud.☆23Updated 2 years ago
- Automatic tuning for ML model deployment on Kubernetes☆80Updated 5 months ago
- A benchmark suite for serverless computing☆223Updated 2 months ago