Using the flipn stack for edge ai (flink, nifi, pulsar)

Timothy Spann
Timothy SpannDeveloper Advocate
Using the FLiPN Stack for Edge AI (Flink, NiFi,
Pulsar)
Tim Spann and David Kjerrumgaard
Today’s Speakers
https://github.com/david-streamlio
David Kjerrumgaard
Developer Advocate
https://twitter.com/DavidKjerrumga1
https://github.com/tspannhw
Tim Spann
Developer Advocate
https://twitter.com/paasDev
https://www.linkedin.com/in/davidkj/ https://www.linkedin.com/in/timothyspann
● Apache Flink
● Apache Pulsar
● StreamNative's Flink Connector for Pulsar
● Apache NiFi
● Java, Python, Go
FLiP(N) Stack
Powered by Apache Pulsar, StreamNative provides a
cloud-native, real-time messaging and streaming platform
to support multi-cloud and hybrid cloud strategies.
Built for Containers
Cloud Native Flink SQL
StreamNative Cloud
• Guaranteed delivery
• Data buffering
- Backpressure
- Pressure release
• Prioritized queuing
• Flow specific QoS
- Latency vs.
throughput
- Loss tolerance
• Data provenance
• Supports push and
pull models
• Hundreds of
processors
• Visual command and
control
• Over 300 sources
• JSON Flow templates
• Pluggable/multi-role
security
• Designed for extension
• Clustering
• Version Control
Why Apache NiFi?
Apache NiFi Pulsar Connector
https://github.com/david-streamlio/pulsar-nifi-bundle
Apache NiFi Pulsar Connector
https://www.datainmotion.dev/2021/11/producing-and-consuming-pulsar-messages.html
Apache NiFi Pulsar Connector
Apache NiFi Pulsar Connector
Apache NiFi Pulsar Connector
https://github.com/david-streamlio/pulsar-nifi-bundle/releases/tag/v1.14.0
Apache NiFi Pulsar Connector to StreamNative Cloud
● Unified computing engine
● Batch processing is a special case of stream processing
● Stateful processing
● Massive Scalability
● Flink SQL for queries, inserts against Pulsar Topics
● Streaming Analytics
● Continuous SQL
● Continuous ETL
● Complex Event Processing
● Standard SQL Powered by Apache Calcite
Why Apache Flink?
https://flink.apache.org/2019/05/03/pulsar-flink.html
https://github.com/streamnative/pulsar-flink
https://streamnative.io/en/blog/release/2021-04-20-flink-sql-on-st
reamnative-cloud
Flink + Pulsar (FLiP)
https://github.com/tspannhw/minifi-xaviernx/
https://github.com/tspannhw/minifi-jetson-nano
https://github.com/tspannhw/FLiP-Jetson
https://github.com/tspannhw/Flip-iot
https://www.datainmotion.dev/2020/10/flank-streaming-edgeai-on-new-nvidia.html
DEMO TIME
Using NVIDIA Jetson Devices With Pulsar
StreamNative Hub
StreamNative Cloud
Unified Batch and Stream COMPUTING
Batch
(Batch + Stream)
Unified Batch and Stream STORAGE
Offload
(Queuing + Streaming)
Apache Flink - Apache Pulsar - Apache NiFi <-> Devices - GPU/TPU - Python/Go/Java
Tiered Storage
Pulsar
---
KoP
---
MoP
---
Websocket
---
HTTP
Pulsar
Sink
Pulsar
Sink
Streaming
Edge Gateway
Protocols
End-to-End Streaming FLiPN Edge AI Application
● https://github.com/tspannhw/EverythingApacheNiFi
● https://github.com/streamnative/pulsar-flink
● https://www.linkedin.com/pulse/2021-schedule-tim-spann/
● https://github.com/tspannhw/SpeakerProfile/
● https://streamnative.io/en/blog/release/2021-04-20-flink-sql-on-streamnative-cloud
● https://docs.streamnative.io/cloud/stable/compute/flink-sql
@PaasDev
https://www.pulsardeveloper.com/
timothyspann
Deeper Content
Now Available
On-Demand
Pulsar Training
Academy.StreamNative.io
We’re Hiring
streamnative.io/careers/
Connect with the Community & Stay Up-To-Date
● Join the Pulsar Slack channel - Apache-Pulsar.slack.com
● Follow @streamnativeio and @apache_pulsar on Twitter
● Subscribe to Monthly Pulsar Newsletter for major news, events, project
updates, and resources in the Pulsar community
Interested In Learning More?
Flink SQL Cookbook
The Github Source for Flink
SQL Demo
The GitHub Source for Demo
Manning's Apache Pulsar in
Action
O’Reilly Book
[Feb/2022] ScyllaDB Summit
Resources Free eBooks Upcoming Events
Let’s Keep
in Touch!
Timothy Spann
Developer Advocate
@PassDev
https://www.linkedin.com/in/timothyspann
https://github.com/tspannhw
https://bit.ly/32dAJft
THANK YOU FOR
WATCHING
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