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CDF Edge to AI with CEM - April 9, 2019 - Princeton FoD Meetup

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Future of Data Princeton Meetup - April 9, 2019 -
https://www.meetup.com/futureofdata-princeton/events/258600690/
Timothy Spann - Field Engineer - Data in Motion - Cloudera spoke on how to use MiniFi Agents, EFM, Apache NiFi, Python, TensorFlow, TensorFlowLite for a quick data science edge to AI use case.

Published in: Engineering
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CDF Edge to AI with CEM - April 9, 2019 - Princeton FoD Meetup

  1. 1. © Cloudera, Inc. All rights reserved. CLOUDERA EDGE MANAGEMENT TIMOTHY SPANN | FIELD ENGINEER, DATA IN MOTION
  2. 2. © Cloudera, Inc. All rights reserved.
  3. 3. © Cloudera, Inc. All rights reserved. 3© Cloudera, Inc. All rights reserved.
  4. 4. © Cloudera, Inc. All rights reserved. CLOUDERA EDGE MANAGEMENT http://vision.cloudera.com/introducing-cloudera-edge-manageme nt-and-cloudera-flow-management/
  5. 5. 5 © Cloudera, Inc. All rights reserved.
  6. 6. 6© Cloudera, Inc. All rights reserved. WHAT IS CLOUDERA DATAFLOW (CDF)? Cloudera DataFlow (CDF) is a scalable, real-time streaming data platform that collects, curates, and analyzes data so customers gain key insights for immediate actionable intelligence.
  7. 7. 7 CLOUDERA DATAFLOW Data-in-motion platform
  8. 8. 8© Cloudera, Inc. All rights reserved. WHAT IS CLOUDERA EDGE MANAGEMENT (CEM)? Cloudera Edge Management (CEM) is an edge management solution made up of edge agents and an edge management hub. It manages, controls and monitors edge agents to collect data from edge devices and push intelligence back to the edge. CEM allows you to develop, deploy, run and monitor edge flow apps on thousands of edge devices.
  9. 9. 9© Cloudera, Inc. All rights reserved. MINIFI EDGE AGENTS • Edge data collection powered by MiNiFi • MiNiFi – smaller footprint than NiFi • Guaranteed delivery • Data buffering • Prioritized queuing • Flow-specific QoS • Data provenance • Designed for extension • C++ / Java agents • Tensorflow support • Designed for IoT
  10. 10. 10© Cloudera, Inc. All rights reserved. EDGE FLOW MANAGER • Edge management hub • NiFi-like user interface to develop and deploy flow files to the edge • Update and deploy ML model files to the edge agents • Monitor thousands of edge agents • Integration with NiFi Registry
  11. 11. 11© Cloudera, Inc. All rights reserved. EDGE FLOW MANAGER

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