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- 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.
— A Dropbox client on Windows Phone.
— FileBox is available on Microsoft Store.
- 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.
— A Plurk! client on Windows Phone.
— PLURKLY! is available on Microsoft Store.
- Daily Pixiv
— A Pixiv daily ranking viewer on Windows Phone.
— Daily Pixiv is available on Microsoft Store.