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Using FLiP with influxdb for EdgeAI IoT at Scale
Using FLaNK with InfluxDB for
EdgeAI IoT at Scale
Tim Spann | Developer Advocate
streamnative.io
Tim Spann, Developer Advocate
DZone Zone Leader and Big Data MVB Data DJay
streamnative.io
Founded by the original developers of
Apache Pulsar and Apache BookKeeper,
StreamNative builds a cloud-native event
streaming platform that enables
enterprises to easily access data as
real-time event streams.
streamnative.io
Apache is an open source, cloud-native
distributed messaging and streaming platform.
streamnative.io
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
© 2021  InfluxData Inc. All Rights Reserved.
● Apache Flink
● Apache Pulsar
● StreamNative's Flink Connector for Pulsar
● Apache NiFi
● Apache +++
FLiP(N) Stack
© 2021  InfluxData Inc. All Rights Reserved.
Apache Pulsar InfluxDB Sink
https:/
/pulsar.apache.org/docs/en/io-influxdb-sink/
© 2021  InfluxData Inc. All Rights Reserved.
Apache Pulsar InfluxDB Sink
bin/pulsar-admin sink stop --name influxdb-sink-jetson --namespace default
--tenant public
bin/pulsar-admin sinks delete --tenant public --namespace default --name
influxdb-sink-jetson
bin/pulsar-admin sinks create --archive
./connectors/pulsar-io-influxdb-2.8.0.nar --tenant public --namespace
default --name influxdb-sink-jetson --sink-config-file conf/influxcloud.yml
--inputs jetsoninflux --parallelism 1
bin/pulsar-admin sinks get --tenant public --namespace default --name
influxdb-sink-jetson
bin/pulsar-admin sinks status --tenant public --namespace default --name
influxdb-sink-jetson
https:/
/pulsar.apache.org/docs/en/io-influxdb-sink/
© 2021  InfluxData Inc. All Rights Reserved.
InfluxDB Telegraf MQTT
https:/
/www.influxdata.com/integration/mqtt-monitoring/
https:/
/github.com/streamnative/mop
MQTT on Pulsar (MoP)
© 2021  InfluxData Inc. All Rights Reserved.
InfluxDB Telegraf RabbitMQ
https:/
/www.influxdata.com/integration/mqtt-monitoring/
https:/
/github.com/streamnative/aop
AMQP on Pulsar (AoP)
https:/
/hub.streamnative.io/connectors/amqp-1-0-sink/
https:/
/hub.streamnative.io/connectors/amqp-1-0-source
streamnative.io
• 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 a 300 sources
• Flow templates
• Pluggable/multi-role
security
• Designed for extension
• Clustering
• Version Control
Why Apache NiFi?
© 2021  InfluxData Inc. All Rights Reserved.
InfluxDB via Apache NiFi
https:/
/www.influxdata.com/integration/mqtt-monitoring/
https:/
/github.com/streamnative/mop
https://github.com/influxdata/nifi-influxdb-bundle
https://www.influxdata.com/blog/building-a-data-stream-for-iot-with-nifi-and-influxdb/
streamnative.io
● 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?
streamnative.io
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
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 <-> influxdb
Tiered Storage
Pulsar
---
KoP
---
MoP
---
Websocket
---
HTTP
Pulsar
Sink
Pulsar
Sink
Streaming
Edge Gateway
Protocols
End-to-End Streaming Edge App
DEMO
Using EdgeAI Devices
NVIDIA Device
Apache NiFi
Apache NiFi
Data to Enhance
IoT Stream
Apache NiFi
Apache NiFi
Influxdb properties
Controller properties
Apache NiFi
Apache NiFi
Apache NiFi
Apache Pulsar
StreamNative Cloud
StreamNative Cloud
StreamNative Cloud
StreamNative Cloud
StreamNative Flink SQL
StreamNative Flink SQL
StreamNative Flink SQL
StreamNative Flink SQL
Influx Data Explorer
Influx Data Explorer
Influx Data Explorer
Influx Data Explorer
Influx Data Explorer
Influx Data Explorer
Influx Data Explorer
Influx Data Explorer
● https://github.com/tspannhw/FLiP-InfluxDB
● https://pulsar.apache.org/docs/en/io-influxdb-sink/
● https://pulsar.apache.org/docs/en/io-overview/
● https://github.com/tspannhw/Flip-solr
● https://github.com/tspannhw/Flip-transit
● https://github.com/tspannhw/Flip-iot
● https://www.datainmotion.dev/2020/10/flank-strea
ming-edgeai-on-new-nvidia.html
● https://github.com/tspannhw/minifi-jetson-nano
● https://github.com/tspannhw/SpeakerProfile/
● https://hub.streamnative.io/connectors/influxdb-sin
k/2.5.1/
● https://github.com/tspannhw/minifi-xaviernx/
Let’s Keep
in Touch!
Tim Spann
Developer Advocate
@PaasDev
https://www.linkedin.com/in/timothyspann
https://github.com/tspannhw
Questions?
Thank You

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