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PAPIs Europe 2018 has ended
PAPIs is the 1st series of international conferences dedicated to real-world ML applications, techniques and tools. After 7 previous events on 4 different continents, PAPIs is returning to Europe on 4-6 April 2018. Join us at the Canary Wharf Tower in London!

  • Training Workshops — 4 April, UCL School of Management (Level 38)
  • Industry and Startups — 5 April, Level 39
  • Industry and Research — 6 April, Level 39

More information about the conference at papis.io/europe-2018
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Thursday, April 5 • 11:30 - 12:00
Scalable Machine Learning Pipelines for Click Predictions

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Machine Learning is the cornerstone of ad-tech industry organizations. Building scalable pipelines for real-time bidding is crucial for buyers to compete for the most performing inventory on the Internet. We describe the Machine Learning pipeline that we built at AppNexus that operates globally and at Internet scales. The presented solutions describe a qualitative evaluation of our design choices, related to scalable processing infrastructure, high frequency model updates, and the pitfalls that must be avoided when interacting with low-latency model serving infrastructures for RTB.

Speakers
avatar for Moussa Taifi

Moussa Taifi

Data Science Platform Engineer, Appnexus
Moussa Taifi is currently a Senior Data Science Platform Engineer at AppNexus. He holds a PhD in Computer and Information Science from Temple university. His interests lie in large scale HPC and data-intensive parallel software systems, big data systems and applications, cloud technologies... Read More →


Thursday April 5, 2018 11:30 - 12:00 BST
Level39 - Sandbox 1 Level39, One Canada Square, London