Data minutes #2 Apache Pulsar with MQTT for Edge Computing Lightning - 2022

Timothy Spann
Timothy SpannDeveloper Advocate
Apache Pulsar with MQTT for
Edge Computing
Timothy Spann | Developer Advocate
Tim Spann
Developer Advocate
● https://www.datainmotion.dev/
● https://github.com/tspannhw/SpeakerProfile
● https://dev.to/tspannhw
● https://sessionize.com/tspann/
DZone Zone Leader and Big Data
MVB Data DJay
FLiP Stack Weekly
https://bit.ly/32dAJft
This week in Apache Flink, Apache
Pulsar, Apache NiFi, Apache Spark
and open source friends.
Why Apache Pulsar?
Unified
Messaging
Platform
Guaranteed
Message
Delivery
Resiliency Infinite
Scalability
Apache Pulsar
● Serverless computing framework.
● Unbounded storage, multi-tiered
architecture, and tiered-storage.
● Streaming & Pub/Sub messaging
semantics.
● Multi-protocol support.
A Unified Messaging Platform
Message Queuing
Data Streaming
Connectivity
• Functions - Lightweight Stream
Processing (Java, Python, Go)
• Connectors - Sources & Sinks
(Cassandra, Kafka, …)
• Protocol Handlers - AoP (AMQP), KoP
(Kafka), MoP (MQTT)
• Processing Engines - Flink, Spark,
Presto/Trino via Pulsar SQL
• Data Offloaders - Tiered Storage - (S3)
hub.streamnative.io
<-> Events <->
Streaming FLiPS Apps
StreamNative Hub
StreamNative Cloud
Unified Batch and Stream COMPUTING
Batch
(Batch + Stream)
Unified Batch and Stream STORAGE
Offload
(Queuing + Streaming)
Tiered Storage
Pulsar
---
KoP
---
MoP
---
Websocket
Pulsar
Sink
Streaming
Edge Gateway
Protocols
<-> Events <->
CDC
Apps
MQTT on Pulsar (MoP)
Ingesting IoT Data via Java Pulsar
https://github.com/tspannhw/StreamingAnalyticsUsingFlinkSQL/
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 <-> Events <-> Azure Data Stores
Tiered Storage
Pulsar
---
KoP
---
MoP
---
Websocket
---
HTTP
Pulsar
Sink
Pulsar
Sink
Streaming
Edge Gateway
Protocols
End-to-End Streaming FLiP(N) Apps
Micro
Service
MQTT from Python
pip3 install paho-mqtt
import paho.mqtt.client as mqtt
client = mqtt.Client("rpi4-iot")
row = { }
row['gasKO'] = str(readings)
json_string = json.dumps(row)
json_string = json_string.strip()
client.connect("pulsar-server.com", 1883, 180)
client.publish("persistent://public/default/mqtt-2", payload=json_string,
qos=0, retain=True)
Using NVIDIA Jetson Devices With
Pulsar
https://dev.to/tspannhw/unboxing-the-most-amazing-edge-ai-devic
e-part-1-of-3-nvidia-jetson-xavier-nx-595k
https://github.com/tspannhw/minifi-xaviernx/
https://github.com/tspannhw/minifi-jetson-nano
https://github.com/tspannhw/Flip-iot
https://www.datainmotion.dev/2020/10/flank-streaming-edgeai-on-
new-nvidia.html
https://github.com/tspannhw/FLiP-Mobile/blob/30bcc1ec98fc31e0
39b51a06180d98545c1e0542/python3/enviro.py
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
Let’s Keep
in Touch!
Timothy Spann
Developer Advocate
@PaaSDev
https://www.linkedin.com/in/timothyspann
https://github.com/tspannhw
1 of 17

Recommended

Devfest uk & ireland using apache nifi with apache pulsar for fast data on-r... by
Devfest uk & ireland  using apache nifi with apache pulsar for fast data on-r...Devfest uk & ireland  using apache nifi with apache pulsar for fast data on-r...
Devfest uk & ireland using apache nifi with apache pulsar for fast data on-r...Timothy Spann
553 views37 slides
Music city data Hail Hydrate! from stream to lake by
Music city data Hail Hydrate! from stream to lakeMusic city data Hail Hydrate! from stream to lake
Music city data Hail Hydrate! from stream to lakeTimothy Spann
708 views37 slides
Data science online camp using the flipn stack for edge ai (flink, nifi, pu... by
Data science online camp   using the flipn stack for edge ai (flink, nifi, pu...Data science online camp   using the flipn stack for edge ai (flink, nifi, pu...
Data science online camp using the flipn stack for edge ai (flink, nifi, pu...Timothy Spann
1K views48 slides
[March sn meetup] apache pulsar + apache nifi for cloud data lake by
[March sn meetup] apache pulsar + apache nifi for cloud data lake[March sn meetup] apache pulsar + apache nifi for cloud data lake
[March sn meetup] apache pulsar + apache nifi for cloud data lakeTimothy Spann
903 views55 slides
Spark optimization by
Spark optimizationSpark optimization
Spark optimizationAnkit Beohar
484 views6 slides
StreamNative FLiP into scylladb - scylla summit 2022 by
StreamNative   FLiP into scylladb - scylla summit 2022StreamNative   FLiP into scylladb - scylla summit 2022
StreamNative FLiP into scylladb - scylla summit 2022Timothy Spann
528 views22 slides

More Related Content

What's hot

PortoTechHub - Hail Hydrate! From Stream to Lake with Apache Pulsar and Friends by
PortoTechHub  - Hail Hydrate! From Stream to Lake with Apache Pulsar and FriendsPortoTechHub  - Hail Hydrate! From Stream to Lake with Apache Pulsar and Friends
PortoTechHub - Hail Hydrate! From Stream to Lake with Apache Pulsar and FriendsTimothy Spann
986 views60 slides
Apache Deep Learning 201 - Philly Open Source by
Apache Deep Learning 201 - Philly Open SourceApache Deep Learning 201 - Philly Open Source
Apache Deep Learning 201 - Philly Open SourceTimothy Spann
642 views29 slides
Real time cloud native open source streaming of any data to apache solr by
Real time cloud native open source streaming of any data to apache solrReal time cloud native open source streaming of any data to apache solr
Real time cloud native open source streaming of any data to apache solrTimothy Spann
759 views31 slides
Ai dev world utilizing apache pulsar, apache ni fi and minifi for edgeai io... by
Ai dev world   utilizing apache pulsar, apache ni fi and minifi for edgeai io...Ai dev world   utilizing apache pulsar, apache ni fi and minifi for edgeai io...
Ai dev world utilizing apache pulsar, apache ni fi and minifi for edgeai io...Timothy Spann
436 views24 slides
Pulsar summit asia 2021: Designing Pulsar for Isolation by
Pulsar summit asia 2021: Designing Pulsar for IsolationPulsar summit asia 2021: Designing Pulsar for Isolation
Pulsar summit asia 2021: Designing Pulsar for IsolationShivji Kumar Jha
175 views28 slides
Automation + dev ops summit hail hydrate! from stream to lake by
Automation + dev ops summit   hail hydrate! from stream to lakeAutomation + dev ops summit   hail hydrate! from stream to lake
Automation + dev ops summit hail hydrate! from stream to lakeTimothy Spann
457 views33 slides

What's hot(20)

PortoTechHub - Hail Hydrate! From Stream to Lake with Apache Pulsar and Friends by Timothy Spann
PortoTechHub  - Hail Hydrate! From Stream to Lake with Apache Pulsar and FriendsPortoTechHub  - Hail Hydrate! From Stream to Lake with Apache Pulsar and Friends
PortoTechHub - Hail Hydrate! From Stream to Lake with Apache Pulsar and Friends
Timothy Spann986 views
Apache Deep Learning 201 - Philly Open Source by Timothy Spann
Apache Deep Learning 201 - Philly Open SourceApache Deep Learning 201 - Philly Open Source
Apache Deep Learning 201 - Philly Open Source
Timothy Spann642 views
Real time cloud native open source streaming of any data to apache solr by Timothy Spann
Real time cloud native open source streaming of any data to apache solrReal time cloud native open source streaming of any data to apache solr
Real time cloud native open source streaming of any data to apache solr
Timothy Spann759 views
Ai dev world utilizing apache pulsar, apache ni fi and minifi for edgeai io... by Timothy Spann
Ai dev world   utilizing apache pulsar, apache ni fi and minifi for edgeai io...Ai dev world   utilizing apache pulsar, apache ni fi and minifi for edgeai io...
Ai dev world utilizing apache pulsar, apache ni fi and minifi for edgeai io...
Timothy Spann436 views
Pulsar summit asia 2021: Designing Pulsar for Isolation by Shivji Kumar Jha
Pulsar summit asia 2021: Designing Pulsar for IsolationPulsar summit asia 2021: Designing Pulsar for Isolation
Pulsar summit asia 2021: Designing Pulsar for Isolation
Shivji Kumar Jha175 views
Automation + dev ops summit hail hydrate! from stream to lake by Timothy Spann
Automation + dev ops summit   hail hydrate! from stream to lakeAutomation + dev ops summit   hail hydrate! from stream to lake
Automation + dev ops summit hail hydrate! from stream to lake
Timothy Spann457 views
ApacheCon 2021 - Apache NiFi Deep Dive 300 by Timothy Spann
ApacheCon 2021 - Apache NiFi Deep Dive 300ApacheCon 2021 - Apache NiFi Deep Dive 300
ApacheCon 2021 - Apache NiFi Deep Dive 300
Timothy Spann690 views
Cracking the nut, solving edge ai with apache tools and frameworks by Timothy Spann
Cracking the nut, solving edge ai with apache tools and frameworksCracking the nut, solving edge ai with apache tools and frameworks
Cracking the nut, solving edge ai with apache tools and frameworks
Timothy Spann504 views
Learning the basics of Apache NiFi for iot OSS Europe 2020 by Timothy Spann
Learning the basics of Apache NiFi for iot OSS Europe 2020Learning the basics of Apache NiFi for iot OSS Europe 2020
Learning the basics of Apache NiFi for iot OSS Europe 2020
Timothy Spann614 views
MLconf 2022 NYC Event-Driven Machine Learning at Scale.pdf by Timothy Spann
MLconf 2022 NYC Event-Driven Machine Learning at Scale.pdfMLconf 2022 NYC Event-Driven Machine Learning at Scale.pdf
MLconf 2022 NYC Event-Driven Machine Learning at Scale.pdf
Timothy Spann747 views
Using FLiP with influxdb for edgeai iot at scale 2022 by Timothy Spann
Using FLiP with influxdb for edgeai iot at scale 2022Using FLiP with influxdb for edgeai iot at scale 2022
Using FLiP with influxdb for edgeai iot at scale 2022
Timothy Spann465 views
DBCC 2021 - FLiP Stack for Cloud Data Lakes by Timothy Spann
DBCC 2021 - FLiP Stack for Cloud Data LakesDBCC 2021 - FLiP Stack for Cloud Data Lakes
DBCC 2021 - FLiP Stack for Cloud Data Lakes
Timothy Spann717 views
Api world apache nifi 101 by Timothy Spann
Api world   apache nifi 101Api world   apache nifi 101
Api world apache nifi 101
Timothy Spann523 views
ApacheCon 2021 Apache Deep Learning 302 by Timothy Spann
ApacheCon 2021   Apache Deep Learning 302ApacheCon 2021   Apache Deep Learning 302
ApacheCon 2021 Apache Deep Learning 302
Timothy Spann632 views
Osacon 2021 hello hydrate! from stream to clickhouse with apache pulsar and... by Timothy Spann
Osacon 2021   hello hydrate! from stream to clickhouse with apache pulsar and...Osacon 2021   hello hydrate! from stream to clickhouse with apache pulsar and...
Osacon 2021 hello hydrate! from stream to clickhouse with apache pulsar and...
Timothy Spann3.1K views
Hail hydrate! from stream to lake using open source by Timothy Spann
Hail hydrate! from stream to lake using open sourceHail hydrate! from stream to lake using open source
Hail hydrate! from stream to lake using open source
Timothy Spann569 views
ApacheCon 2021: Apache NiFi 101- introduction and best practices by Timothy Spann
ApacheCon 2021:   Apache NiFi 101- introduction and best practicesApacheCon 2021:   Apache NiFi 101- introduction and best practices
ApacheCon 2021: Apache NiFi 101- introduction and best practices
Timothy Spann887 views
Big mountain data and dev conference apache pulsar with mqtt for edge compu... by Timothy Spann
Big mountain data and dev conference   apache pulsar with mqtt for edge compu...Big mountain data and dev conference   apache pulsar with mqtt for edge compu...
Big mountain data and dev conference apache pulsar with mqtt for edge compu...
Timothy Spann440 views
Using the FLiPN Stack for Edge AI (Flink, NiFi, Pulsar) - Pulsar Summit Asia ... by StreamNative
Using the FLiPN Stack for Edge AI (Flink, NiFi, Pulsar) - Pulsar Summit Asia ...Using the FLiPN Stack for Edge AI (Flink, NiFi, Pulsar) - Pulsar Summit Asia ...
Using the FLiPN Stack for Edge AI (Flink, NiFi, Pulsar) - Pulsar Summit Asia ...
StreamNative258 views

Similar to Data minutes #2 Apache Pulsar with MQTT for Edge Computing Lightning - 2022

[AI Dev World 2022] Build ML Enhanced Event Streaming by
[AI Dev World 2022] Build ML Enhanced Event Streaming[AI Dev World 2022] Build ML Enhanced Event Streaming
[AI Dev World 2022] Build ML Enhanced Event StreamingTimothy Spann
201 views22 slides
Building an Event Streaming Architecture with Apache Pulsar by
Building an Event Streaming Architecture with Apache PulsarBuilding an Event Streaming Architecture with Apache Pulsar
Building an Event Streaming Architecture with Apache PulsarScyllaDB
136 views28 slides
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar by
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache PulsarApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache PulsarTimothy Spann
175 views54 slides
Cloud lunch and learn real-time streaming in azure by
Cloud lunch and learn real-time streaming in azureCloud lunch and learn real-time streaming in azure
Cloud lunch and learn real-time streaming in azureTimothy Spann
663 views75 slides
OSS EU: Deep Dive into Building Streaming Applications with Apache Pulsar by
OSS EU:  Deep Dive into Building Streaming Applications with Apache PulsarOSS EU:  Deep Dive into Building Streaming Applications with Apache Pulsar
OSS EU: Deep Dive into Building Streaming Applications with Apache PulsarTimothy Spann
822 views56 slides
Deep Dive into Building Streaming Applications with Apache Pulsar by
Deep Dive into Building Streaming Applications with Apache Pulsar Deep Dive into Building Streaming Applications with Apache Pulsar
Deep Dive into Building Streaming Applications with Apache Pulsar Timothy Spann
298 views61 slides

Similar to Data minutes #2 Apache Pulsar with MQTT for Edge Computing Lightning - 2022(20)

[AI Dev World 2022] Build ML Enhanced Event Streaming by Timothy Spann
[AI Dev World 2022] Build ML Enhanced Event Streaming[AI Dev World 2022] Build ML Enhanced Event Streaming
[AI Dev World 2022] Build ML Enhanced Event Streaming
Timothy Spann201 views
Building an Event Streaming Architecture with Apache Pulsar by ScyllaDB
Building an Event Streaming Architecture with Apache PulsarBuilding an Event Streaming Architecture with Apache Pulsar
Building an Event Streaming Architecture with Apache Pulsar
ScyllaDB136 views
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar by Timothy Spann
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache PulsarApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar
ApacheCon2022_Deep Dive into Building Streaming Applications with Apache Pulsar
Timothy Spann175 views
Cloud lunch and learn real-time streaming in azure by Timothy Spann
Cloud lunch and learn real-time streaming in azureCloud lunch and learn real-time streaming in azure
Cloud lunch and learn real-time streaming in azure
Timothy Spann663 views
OSS EU: Deep Dive into Building Streaming Applications with Apache Pulsar by Timothy Spann
OSS EU:  Deep Dive into Building Streaming Applications with Apache PulsarOSS EU:  Deep Dive into Building Streaming Applications with Apache Pulsar
OSS EU: Deep Dive into Building Streaming Applications with Apache Pulsar
Timothy Spann822 views
Deep Dive into Building Streaming Applications with Apache Pulsar by Timothy Spann
Deep Dive into Building Streaming Applications with Apache Pulsar Deep Dive into Building Streaming Applications with Apache Pulsar
Deep Dive into Building Streaming Applications with Apache Pulsar
Timothy Spann298 views
Let’s Monitor Conditions at the Conference With Timothy Spann & David Kjerrum... by HostedbyConfluent
Let’s Monitor Conditions at the Conference With Timothy Spann & David Kjerrum...Let’s Monitor Conditions at the Conference With Timothy Spann & David Kjerrum...
Let’s Monitor Conditions at the Conference With Timothy Spann & David Kjerrum...
HostedbyConfluent336 views
(Current22) Let's Monitor The Conditions at the Conference by Timothy Spann
(Current22) Let's Monitor The Conditions at the Conference(Current22) Let's Monitor The Conditions at the Conference
(Current22) Let's Monitor The Conditions at the Conference
Timothy Spann150 views
Codeless pipelines with pulsar and flink by Timothy Spann
Codeless pipelines with pulsar and flinkCodeless pipelines with pulsar and flink
Codeless pipelines with pulsar and flink
Timothy Spann658 views
NYC Dec 2022 Meetup_ Building Real-Time Requires a Team by Timothy Spann
NYC Dec 2022 Meetup_ Building Real-Time Requires a TeamNYC Dec 2022 Meetup_ Building Real-Time Requires a Team
NYC Dec 2022 Meetup_ Building Real-Time Requires a Team
Timothy Spann485 views
Using the FLiPN Stack for Edge AI (Flink, NiFi, Pulsar) by Timothy Spann
Using the FLiPN Stack for Edge AI (Flink, NiFi, Pulsar) Using the FLiPN Stack for Edge AI (Flink, NiFi, Pulsar)
Using the FLiPN Stack for Edge AI (Flink, NiFi, Pulsar)
Timothy Spann305 views
Scenic City Summit (2021): Real-Time Streaming in any and all clouds, hybrid... by Timothy Spann
Scenic City Summit (2021):  Real-Time Streaming in any and all clouds, hybrid...Scenic City Summit (2021):  Real-Time Streaming in any and all clouds, hybrid...
Scenic City Summit (2021): Real-Time Streaming in any and all clouds, hybrid...
Timothy Spann757 views
Citizen Streaming Engineer - A How To by Timothy Spann
Citizen Streaming  Engineer - A How ToCitizen Streaming  Engineer - A How To
Citizen Streaming Engineer - A How To
Timothy Spann194 views
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp... by Timothy Spann
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Designing Event-Driven Applications with Apache NiFi, Apache Flink, Apache Sp...
Timothy Spann470 views
OSSNA Building Modern Data Streaming Apps by Timothy Spann
OSSNA Building Modern Data Streaming AppsOSSNA Building Modern Data Streaming Apps
OSSNA Building Modern Data Streaming Apps
Timothy Spann155 views
bigdata 2022_ FLiP Into Pulsar Apps by Timothy Spann
bigdata 2022_ FLiP Into Pulsar Appsbigdata 2022_ FLiP Into Pulsar Apps
bigdata 2022_ FLiP Into Pulsar Apps
Timothy Spann460 views
Apache Pulsar: Why Unified Messaging and Streaming Is the Future - Pulsar Sum... by StreamNative
Apache Pulsar: Why Unified Messaging and Streaming Is the Future - Pulsar Sum...Apache Pulsar: Why Unified Messaging and Streaming Is the Future - Pulsar Sum...
Apache Pulsar: Why Unified Messaging and Streaming Is the Future - Pulsar Sum...
StreamNative750 views
ApacheCon2022_Citizen Streaming Engineer - A How To by Timothy Spann
ApacheCon2022_Citizen Streaming  Engineer - A How ToApacheCon2022_Citizen Streaming  Engineer - A How To
ApacheCon2022_Citizen Streaming Engineer - A How To
Timothy Spann215 views
Fluentd at HKOScon by N Masahiro
Fluentd at HKOSconFluentd at HKOScon
Fluentd at HKOScon
N Masahiro1.4K views
[Conf42-KubeNative] Building Real-time Pulsar Apps on K8 by Timothy Spann
[Conf42-KubeNative] Building Real-time Pulsar Apps on K8[Conf42-KubeNative] Building Real-time Pulsar Apps on K8
[Conf42-KubeNative] Building Real-time Pulsar Apps on K8
Timothy Spann241 views

More from Timothy Spann

Building Real-Time Travel Alerts by
Building Real-Time Travel AlertsBuilding Real-Time Travel Alerts
Building Real-Time Travel AlertsTimothy Spann
165 views48 slides
JConWorld_ Continuous SQL with Kafka and Flink by
JConWorld_ Continuous SQL with Kafka and FlinkJConWorld_ Continuous SQL with Kafka and Flink
JConWorld_ Continuous SQL with Kafka and FlinkTimothy Spann
156 views36 slides
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines by
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines
[EN]DSS23_tspann_Integrating LLM with Streaming Data PipelinesTimothy Spann
150 views25 slides
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo by
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines DemoEvolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines DemoTimothy Spann
162 views8 slides
CoC23_ Looking at the New Features of Apache NiFi by
CoC23_ Looking at the New Features of Apache NiFiCoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFiTimothy Spann
36 views24 slides
CoC23_ Let’s Monitor The Conditions at the Conference by
CoC23_ Let’s Monitor The Conditions at the ConferenceCoC23_ Let’s Monitor The Conditions at the Conference
CoC23_ Let’s Monitor The Conditions at the ConferenceTimothy Spann
17 views17 slides

More from Timothy Spann(20)

Building Real-Time Travel Alerts by Timothy Spann
Building Real-Time Travel AlertsBuilding Real-Time Travel Alerts
Building Real-Time Travel Alerts
Timothy Spann165 views
JConWorld_ Continuous SQL with Kafka and Flink by Timothy Spann
JConWorld_ Continuous SQL with Kafka and FlinkJConWorld_ Continuous SQL with Kafka and Flink
JConWorld_ Continuous SQL with Kafka and Flink
Timothy Spann156 views
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines by Timothy Spann
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines
[EN]DSS23_tspann_Integrating LLM with Streaming Data Pipelines
Timothy Spann150 views
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo by Timothy Spann
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines DemoEvolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo
Evolve 2023 NYC - Integrating AI Into Realtime Data Pipelines Demo
Timothy Spann162 views
CoC23_ Looking at the New Features of Apache NiFi by Timothy Spann
CoC23_ Looking at the New Features of Apache NiFiCoC23_ Looking at the New Features of Apache NiFi
CoC23_ Looking at the New Features of Apache NiFi
Timothy Spann36 views
CoC23_ Let’s Monitor The Conditions at the Conference by Timothy Spann
CoC23_ Let’s Monitor The Conditions at the ConferenceCoC23_ Let’s Monitor The Conditions at the Conference
CoC23_ Let’s Monitor The Conditions at the Conference
Timothy Spann17 views
OSSFinance_UnlockingFinancialDatawithReal-TimePipelines.pdf by Timothy Spann
OSSFinance_UnlockingFinancialDatawithReal-TimePipelines.pdfOSSFinance_UnlockingFinancialDatawithReal-TimePipelines.pdf
OSSFinance_UnlockingFinancialDatawithReal-TimePipelines.pdf
Timothy Spann23 views
CoC23_Utilizing Real-Time Transit Data for Travel Optimization by Timothy Spann
CoC23_Utilizing Real-Time Transit Data for Travel OptimizationCoC23_Utilizing Real-Time Transit Data for Travel Optimization
CoC23_Utilizing Real-Time Transit Data for Travel Optimization
Timothy Spann31 views
The Never Landing Stream with HTAP and Streaming by Timothy Spann
The Never Landing Stream with HTAP and StreamingThe Never Landing Stream with HTAP and Streaming
The Never Landing Stream with HTAP and Streaming
Timothy Spann254 views
Meetup - Brasil - Data In Motion - 2023 September 19 by Timothy Spann
Meetup - Brasil - Data In Motion - 2023 September 19Meetup - Brasil - Data In Motion - 2023 September 19
Meetup - Brasil - Data In Motion - 2023 September 19
Timothy Spann319 views
Implement a Universal Data Distribution Architecture to Manage All Streaming ... by Timothy Spann
Implement a Universal Data Distribution Architecture to Manage All Streaming ...Implement a Universal Data Distribution Architecture to Manage All Streaming ...
Implement a Universal Data Distribution Architecture to Manage All Streaming ...
Timothy Spann28 views
Building Real-time Pipelines with FLaNK_ A Case Study with Transit Data by Timothy Spann
Building Real-time Pipelines with FLaNK_ A Case Study with Transit DataBuilding Real-time Pipelines with FLaNK_ A Case Study with Transit Data
Building Real-time Pipelines with FLaNK_ A Case Study with Transit Data
Timothy Spann193 views
big data fest building modern data streaming apps by Timothy Spann
big data fest building modern data streaming appsbig data fest building modern data streaming apps
big data fest building modern data streaming apps
Timothy Spann317 views
Using Apache NiFi with Apache Pulsar for Fast Data On-Ramp by Timothy Spann
Using Apache NiFi with Apache Pulsar for Fast Data On-RampUsing Apache NiFi with Apache Pulsar for Fast Data On-Ramp
Using Apache NiFi with Apache Pulsar for Fast Data On-Ramp
Timothy Spann163 views
GSJUG: Mastering Data Streaming Pipelines 09May2023 by Timothy Spann
GSJUG: Mastering Data Streaming Pipelines 09May2023GSJUG: Mastering Data Streaming Pipelines 09May2023
GSJUG: Mastering Data Streaming Pipelines 09May2023
Timothy Spann255 views
BestInFlowCompetitionTutorials03May2023 by Timothy Spann
BestInFlowCompetitionTutorials03May2023BestInFlowCompetitionTutorials03May2023
BestInFlowCompetitionTutorials03May2023
Timothy Spann11 views
Cloudera Sandbox Event Guidelines For Workflow by Timothy Spann
Cloudera Sandbox Event Guidelines For WorkflowCloudera Sandbox Event Guidelines For Workflow
Cloudera Sandbox Event Guidelines For Workflow
Timothy Spann32 views
Meet the Committers Webinar_ Lab Preparation by Timothy Spann
Meet the Committers Webinar_ Lab PreparationMeet the Committers Webinar_ Lab Preparation
Meet the Committers Webinar_ Lab Preparation
Timothy Spann32 views
Best Practices For Workflow by Timothy Spann
Best Practices For WorkflowBest Practices For Workflow
Best Practices For Workflow
Timothy Spann89 views

Recently uploaded

Business administration Project File.pdf by
Business administration Project File.pdfBusiness administration Project File.pdf
Business administration Project File.pdfKiranPrajapati91
10 views36 slides
CRM stick or twist.pptx by
CRM stick or twist.pptxCRM stick or twist.pptx
CRM stick or twist.pptxinfo828217
11 views16 slides
LIVE OAK MEMORIAL PARK.pptx by
LIVE OAK MEMORIAL PARK.pptxLIVE OAK MEMORIAL PARK.pptx
LIVE OAK MEMORIAL PARK.pptxms2332always
8 views6 slides
Games, Queries, and Argumentation Frameworks: Time for a Family Reunion by
Games, Queries, and Argumentation Frameworks: Time for a Family ReunionGames, Queries, and Argumentation Frameworks: Time for a Family Reunion
Games, Queries, and Argumentation Frameworks: Time for a Family ReunionBertram Ludäscher
9 views37 slides
Data about the sector workshop by
Data about the sector workshopData about the sector workshop
Data about the sector workshopinfo828217
29 views27 slides
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language... by
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language...Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language...
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language...patiladiti752
8 views15 slides

Recently uploaded(20)

Business administration Project File.pdf by KiranPrajapati91
Business administration Project File.pdfBusiness administration Project File.pdf
Business administration Project File.pdf
KiranPrajapati9110 views
CRM stick or twist.pptx by info828217
CRM stick or twist.pptxCRM stick or twist.pptx
CRM stick or twist.pptx
info82821711 views
LIVE OAK MEMORIAL PARK.pptx by ms2332always
LIVE OAK MEMORIAL PARK.pptxLIVE OAK MEMORIAL PARK.pptx
LIVE OAK MEMORIAL PARK.pptx
ms2332always8 views
Games, Queries, and Argumentation Frameworks: Time for a Family Reunion by Bertram Ludäscher
Games, Queries, and Argumentation Frameworks: Time for a Family ReunionGames, Queries, and Argumentation Frameworks: Time for a Family Reunion
Games, Queries, and Argumentation Frameworks: Time for a Family Reunion
Data about the sector workshop by info828217
Data about the sector workshopData about the sector workshop
Data about the sector workshop
info82821729 views
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language... by patiladiti752
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language...Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language...
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language...
patiladiti7528 views
6498-Butun_Beyinli_Cocuq-Daniel_J.Siegel-Tina_Payne_Bryson-2011-259s.pdf by 10urkyr34
6498-Butun_Beyinli_Cocuq-Daniel_J.Siegel-Tina_Payne_Bryson-2011-259s.pdf6498-Butun_Beyinli_Cocuq-Daniel_J.Siegel-Tina_Payne_Bryson-2011-259s.pdf
6498-Butun_Beyinli_Cocuq-Daniel_J.Siegel-Tina_Payne_Bryson-2011-259s.pdf
10urkyr347 views
PRIVACY AWRE PERSONAL DATA STORAGE by antony420421
PRIVACY AWRE PERSONAL DATA STORAGEPRIVACY AWRE PERSONAL DATA STORAGE
PRIVACY AWRE PERSONAL DATA STORAGE
antony4204218 views
Dr. Ousmane Badiane-2023 ReSAKSS Conference by AKADEMIYA2063
Dr. Ousmane Badiane-2023 ReSAKSS ConferenceDr. Ousmane Badiane-2023 ReSAKSS Conference
Dr. Ousmane Badiane-2023 ReSAKSS Conference
AKADEMIYA20635 views
OPPOTUS - Malaysians on Malaysia 3Q2023.pdf by Oppotus
OPPOTUS - Malaysians on Malaysia 3Q2023.pdfOPPOTUS - Malaysians on Malaysia 3Q2023.pdf
OPPOTUS - Malaysians on Malaysia 3Q2023.pdf
Oppotus34 views
AZConf 2023 - Considerations for LLMOps: Running LLMs in production by SARADINDU SENGUPTA
AZConf 2023 - Considerations for LLMOps: Running LLMs in productionAZConf 2023 - Considerations for LLMOps: Running LLMs in production
AZConf 2023 - Considerations for LLMOps: Running LLMs in production
K-Drama Recommendation Using Python by FridaPutriassa
K-Drama Recommendation Using PythonK-Drama Recommendation Using Python
K-Drama Recommendation Using Python
FridaPutriassa7 views
Customer Data Cleansing Project.pptx by Nat O
Customer Data Cleansing Project.pptxCustomer Data Cleansing Project.pptx
Customer Data Cleansing Project.pptx
Nat O6 views
Lack of communication among family.pptx by ahmed164023
Lack of communication among family.pptxLack of communication among family.pptx
Lack of communication among family.pptx
ahmed16402316 views
Best Home Security Systems.pptx by mogalang
Best Home Security Systems.pptxBest Home Security Systems.pptx
Best Home Security Systems.pptx
mogalang9 views
DGIQ East 2023 AI Ethics SIG by Karen Lopez
DGIQ East 2023 AI Ethics SIGDGIQ East 2023 AI Ethics SIG
DGIQ East 2023 AI Ethics SIG
Karen Lopez5 views

Data minutes #2 Apache Pulsar with MQTT for Edge Computing Lightning - 2022

  • 1. Apache Pulsar with MQTT for Edge Computing Timothy Spann | Developer Advocate
  • 2. Tim Spann Developer Advocate ● https://www.datainmotion.dev/ ● https://github.com/tspannhw/SpeakerProfile ● https://dev.to/tspannhw ● https://sessionize.com/tspann/ DZone Zone Leader and Big Data MVB Data DJay
  • 3. FLiP Stack Weekly https://bit.ly/32dAJft This week in Apache Flink, Apache Pulsar, Apache NiFi, Apache Spark and open source friends.
  • 5. Apache Pulsar ● Serverless computing framework. ● Unbounded storage, multi-tiered architecture, and tiered-storage. ● Streaming & Pub/Sub messaging semantics. ● Multi-protocol support.
  • 6. A Unified Messaging Platform Message Queuing Data Streaming
  • 7. Connectivity • Functions - Lightweight Stream Processing (Java, Python, Go) • Connectors - Sources & Sinks (Cassandra, Kafka, …) • Protocol Handlers - AoP (AMQP), KoP (Kafka), MoP (MQTT) • Processing Engines - Flink, Spark, Presto/Trino via Pulsar SQL • Data Offloaders - Tiered Storage - (S3) hub.streamnative.io
  • 8. <-> Events <-> Streaming FLiPS Apps StreamNative Hub StreamNative Cloud Unified Batch and Stream COMPUTING Batch (Batch + Stream) Unified Batch and Stream STORAGE Offload (Queuing + Streaming) Tiered Storage Pulsar --- KoP --- MoP --- Websocket Pulsar Sink Streaming Edge Gateway Protocols <-> Events <-> CDC Apps
  • 10. Ingesting IoT Data via Java Pulsar https://github.com/tspannhw/StreamingAnalyticsUsingFlinkSQL/
  • 11. 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 <-> Events <-> Azure Data Stores Tiered Storage Pulsar --- KoP --- MoP --- Websocket --- HTTP Pulsar Sink Pulsar Sink Streaming Edge Gateway Protocols End-to-End Streaming FLiP(N) Apps Micro Service
  • 12. MQTT from Python pip3 install paho-mqtt import paho.mqtt.client as mqtt client = mqtt.Client("rpi4-iot") row = { } row['gasKO'] = str(readings) json_string = json.dumps(row) json_string = json_string.strip() client.connect("pulsar-server.com", 1883, 180) client.publish("persistent://public/default/mqtt-2", payload=json_string, qos=0, retain=True)
  • 13. Using NVIDIA Jetson Devices With Pulsar https://dev.to/tspannhw/unboxing-the-most-amazing-edge-ai-devic e-part-1-of-3-nvidia-jetson-xavier-nx-595k https://github.com/tspannhw/minifi-xaviernx/ https://github.com/tspannhw/minifi-jetson-nano https://github.com/tspannhw/Flip-iot https://www.datainmotion.dev/2020/10/flank-streaming-edgeai-on- new-nvidia.html https://github.com/tspannhw/FLiP-Mobile/blob/30bcc1ec98fc31e0 39b51a06180d98545c1e0542/python3/enviro.py
  • 16. 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
  • 17. Let’s Keep in Touch! Timothy Spann Developer Advocate @PaaSDev https://www.linkedin.com/in/timothyspann https://github.com/tspannhw