Projects

• 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, [ pdf ].

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• FileBox
  • A Dropbox client on Windows Phone.
  • FileBox is available on Microsoft Store.

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• 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.
  • ly2314/NotHotdog-Classifier
  • ly2314/CarIdentifier-Web

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• PLURKLY!
  • A Plurk client on Windows Phone.
  • PLURKLY! is available on Microsoft Store.

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• Daily Pixiv
  • A Pixiv daily ranking viewer on Windows Phone.
  • Daily Pixiv is available on Microsoft Store.

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• Taipei Weather Bot
  • 台北天氣小幫手: A weather reporting bot on Plurk.

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• Hey Man BOT
  • Hey Man BOT: A bot that comments emoticons on Plurk.

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• Painter
  • A painter like application build by Qt.
  • ly2314/NMLab_Painter
  • ly2314/QtPainter_Qt5