IEEE Life Fellow and Hudson Chair in the Departmen...
Prof. Kishor S. Trivedi
A Technical Interpretation of Alibaba's Databases:...
Zhou Zhengzhong, Dou Xianming
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    • When training deep learning models on GPU is popular, the problems of model complexity and memory resource limitation become ever more salient. Alibaba’s Machine Learning team came up with effective GPU memory optimization strategies that overcome memory limitations and are seamlessly integrated into TensorFlow. The paper is included in the ML Systems Workshop @ NIPS 2017. Read the paper:
      Alibaba Tech
    • AI will blur the line between online and offline retail. On the third floor of a shopping mall in the heart of Shanghai last week, Xiaolan He, a woman in her 50s, took an olive-green down jacket to a fitting room.
      MIT Technology Review
    • With so many sales in so little time, it’s no surprise that artificial intelligence is playing a growing role in the largest online shopping event in human history. Every November 11, Chinese consumers embark on an online shopping spree that stops only when they “chop off” their hands, as the saying goes. This year, 11.11 sales totaled US$25.3 billion across e-commerce giant Alibaba’s eight shopping platforms, mostly Taobao and Tmall. The figure is double that of Black Friday and Cyber Monday totals combined.
    • Challenging written characters make voice-based computing a natural for China, but computers that can hold a conversation in Chinese are some way off.
      MIT Technology Review
    • A Technical Interpretation of Alibaba's Databases: China’s biggest shopping day, known as “Singles Day”, has broken yet more records this year with a whopping 325,000 transactions and 256,000 payments per second. Such high volumes however generate vast amounts of data. At Alibaba, this data is analyzed in real-time to ensure any system failures are detected instantly and reported as quickly as possible so continual improvements can be made to customer experience.
      Zhou Zhengzhong, Dou Xianming
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