Cloud Application and Platform Lab @ NTU
a leading research group in the area of cloud media computing, content delivery networks, datacenter architecture, and big data analytics
Pinned Repositories
baconian-project
Model-based Reinforcement Learning Framework
Cloud3DView
Data Centre Modeling and Management System
DeepQoE
DeepQoE: A unified framework for learning to predict video QoE (ICME2018 oral)
FedReID
Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)
HysiaDecode
provide a highly efficient and user-friendly video preprocessing library
ML-Model-CI
MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.
Morph
A Fast and Scalable Cloud/Distributed Transcoding System
UniCAP
An Unified Computing Engine for Fast Data Processing
Video-to-Retail-Platform
An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.
Yubigo
Social TV ( tv box part)
Cloud Application and Platform Lab @ NTU's Repositories
cap-ntu/ML-Model-CI
MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.
cap-ntu/Video-to-Retail-Platform
An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.
cap-ntu/baconian-project
Model-based Reinforcement Learning Framework
cap-ntu/FedReID
Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)
cap-ntu/Morph
A Fast and Scalable Cloud/Distributed Transcoding System
cap-ntu/DeepQoE
DeepQoE: A unified framework for learning to predict video QoE (ICME2018 oral)
cap-ntu/Cloud3DView
Data Centre Modeling and Management System
cap-ntu/Yubigo
Social TV ( tv box part)
cap-ntu/HysiaDecode
provide a highly efficient and user-friendly video preprocessing library
cap-ntu/iTCM-Datasets
These datasets are collected for the GBIC project to conduct research about indoor human thermal comfort. The GBIC research project proposes to develop online thermal comfort models via a deep-learning approach and apply them to behavioral studies to drive “greener, smarter and healthier buildings” in the tropics (e.g., Singapore). Leveraging privacy-preserving data analytics over information acquired from smartphone crowdsourcing and in-situ wearables measurements, the project plans to develop and validate an integrative, economical and scalable thermal comfort management system.
cap-ntu/UniCAP
An Unified Computing Engine for Fast Data Processing
cap-ntu/Graphee
Big Graph Analysis Systems@CAP, NTU
cap-ntu/autocomplete
code completion using neural network
cap-ntu/mlmodelci_mm_demo
Applications supported by MLModelCI, try it yourself!
cap-ntu/intelligent-trainer
cap-ntu/Ratatouille
Optimizing Network Performance for Large-Scale Distributed Machine Learning
cap-ntu/cap-ntu.github.io
cap-ntu/cluster-support
cap-ntu/hysia_mm_demo
cap-ntu/modelps_demo
Demonstration Page for ModelPS
cap-ntu/onnx
Open standard for machine learning interoperability