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.

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CLOUDERA EDGE MANAGEMENT
TIMOTHY SPANN | FIELD ENGINEER, DATA IN MOTION

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CLOUDERA EDGE MANAGEMENT
http://vision.cloudera.com/introducing-cloudera-edge-manageme
nt-and-cloudera-flow-management/

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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.

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CLOUDERA DATAFLOW Data-in-motion platform

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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.

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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

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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

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EDGE FLOW MANAGER