hpcclab / E2C-SimLinks
This project includes a simulator and workload generator for Edge-to-Cloud environments. Users can implement different scenarios, including those with heterogeneous Edge and Cloud resources and configure energy constraints on them.
☆15Updated last year
Alternatives and similar repositories for E2C-Sim
Users that are interested in E2C-Sim are comparing it to the libraries listed below
Sorting:
- (ICPP '20) ShadowTutor: Distributed Partial Distillation for Mobile Video DNN Inference☆12Updated 5 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆18Updated 5 years ago
- ☆25Updated 2 years ago
- Benchmark for Edge Computing Platforms☆21Updated 3 years ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆62Updated 2 years ago
- ☆68Updated 2 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆162Updated 5 years ago
- HeliosArtifact☆21Updated 3 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆84Updated 5 years ago
- ☆23Updated 3 years ago
- Carbon Explorer helps evaluating solutions make datacenters operate on renewable energy.☆82Updated 11 months ago
- ☆14Updated 4 years ago
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Updated 3 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆32Updated 4 years ago
- [CF ’20] Verified Instruction-Level Energy Consumption Measurement for NVIDIA GPUs☆15Updated 4 years ago
- ☆24Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- Model-less Inference Serving☆92Updated last year
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- A static scheduling heuristic☆52Updated 3 years ago
- ☆26Updated 2 years ago
- ☆12Updated 3 years ago
- A Deep Learning Cluster Scheduler☆39Updated 4 years ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆27Updated 3 years ago
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆56Updated 4 years ago
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆40Updated 2 years ago
- ☆24Updated 4 years ago
- The source code of INFless，a native serverless platform for AI inference.☆41Updated 3 years ago
- ☆18Updated 2 years ago
- Advanced job scheduling simulator☆17Updated last year