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AIQUAN platform for AIoT

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DataCon.TW 2018台灣資料工程年會

Published in: Internet
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AIQUAN platform for AIoT

  1. 1. AIQUAN platform for AIoT - Apps identification from the same company Jason Chuang, CEO of AI4quant 2018-09-15
  2. 2. Jason Chuang 莊子政 ❖ AI4quant , 2018.7- ➢ Founder & CEO ❖ Trend Micro 趨勢科技, 2015-2018.7 ➢ Senior Engineer ➢ Data platform, Data pipeline, Data lake ❖ eBay , 2011-2015 ➢ Software Engineer 3 ➢ Analytics platform ❖ Ph.D. Purdue University Electrical and Computer Engineering, 2010 ➢ Machine learning
  3. 3. Outline ● Problem ● Solution Architecture ● Some consideration ● Extension to AIoT environment
  4. 4. Problem
  5. 5. Solution Architecture AIQUAN : Data collection and streaming feedback platform
  6. 6. Edge side sending data ● Https secure transfer ● Data encryption
  7. 7. Data Collection System
  8. 8. Network id consideration Privacy concern Sha1 of MAC address: da39a3ee5e6b4b0d3255bfef95601890afd80709
  9. 9. Data evolution ● Adding new columns ● Data schema changes (versioning) ● Better documentation
  10. 10. Extension to AIoT environment ● Smart speaker 智慧音箱 ● Amazon Alexa, Google Home, Apple Homepod, 小米AI音箱 ● Control light bulb, temperature controller
  11. 11. Thank you Q&A Jason Chuang jason_chuang@ai4quant.com https://ai4quant.com

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