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hortonworks_hackathon_ad_server's Introduction

Hortonworks Hackathon - Ad Servering App

May 25, 2017

Assets:
    • Presentation
    • One-Pager
    • NiFi Template (used for website orchestration, clickstream routing, enrichment)
    • SAM Real-time Workflow (used for realtime analytics & machine learning, time windowing)
    • Spark / Zeppelin Notebook (used to build predictive models for campaign recommendations based on user demographics and historical clickstream data)

References:
    • Hortonworks Data Platform (HDP)
    • Hortonworks Data Flow (HDF)

Screenshots:

Superset Realtime Dashboard (running on Apache Druid):



NiFi Flow - Orchestrates the Ad Server by accepting HTTP requests, processing data, and pushing clickstream data to Kafka for real-time analytics:



Website - Showing Ads based on real-time models, clickstream enrichment, and business rules:



Spark (Zeppelin Notebook) - Used to build predictive models to recommend relevant campaigns based on user demographics and historical clickstream data.


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