- Scheduling-Aware Data Prefetching Based on Spark Framework
— Proposed a scheduling-aware data prefetching mechanism. By evaluation, the mechanism reduced 14% and 17% Spark execution time with 25 GB and 50 GB datasets.
— The prefetch mechanism was based on Spark task scheduling, data was prefetched to cache just before it will be processed.
— The cache system was based on Alluxio, an open source in-memory distributed storage system.
— Accepted by The 31st IEEE International Conference on Advanced Information Networking and Applications (AINA-2017), [ pdf ].
— Accepted by IEEE Transactions on Parallel and Distributed Systems.
- Car Classifier
— A Convolution Neural Network (CNN) based neural network image classification system.
— Used Keras and TensorFlow to train the classification model; used Django and Python to develop the classifier website. Demo classifier website was deployed on Microsoft Azure.
— Demo
— ly2314/NotHotdog-Classifier
— ly2314/CarIdentifier-Web
- Daily Pixiv
— A Pixiv daily ranking viewer on Windows Phone.
— Daily Pixiv is available on Microsoft Store.
- Taipei Weather Bot
— 台北天氣小幫手: A weather reporting bot on Plurk.
— Powered by Microsoft Azure.
— ly2314/PlurkBot-TaipeiWeather
- Painter
— A painter like application build by Qt.
— ly2314/NMLab_Painter
— ly2314/QtPainter_Qt5