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APACHE IOTAPACHE IOT
A trip from the chip to the cloud
Christofer Dutz < >
Building IoT 2020 (Essen)
2020-03-03
christofer.dutz@codecentric.de
1
WHO AM I?WHO AM I?
Christofer Dutz
Senior IT Consultant
codecentric AG
Open-Source Enthusiast
Committer of 10 Apache projects
Member of the Apache Foundation
VP of Apache PLC4X
Twitter: @ChristoferDutz
2
FIRST STEPS IN IOTFIRST STEPS IN IOT
Figure 1. https://www.youtube.com/watch?v=bF7_2FS3j1M
3
FIRST STEPS IN IOTFIRST STEPS IN IOT
Figure 2. https://klaus.merkert.info/computer/ft/ 4
FIRST STEPS IN IOTFIRST STEPS IN IOT
Figure 3. From the official manual.
5
INTRODUCTIONINTRODUCTION
IoT is everywhere
Things have become quite a bit easier
Open-Source, but also Open-Hardware
New Projects being started every day
All the major foundations have "IoT Divisions"
Hard to keep track of everything that’s happening
6
AGENDAAGENDA
Take you on a journey
from the chip
via the edge
through the fog
into the cloud
Focus on Apache projects
Outreach to Other projects and foundations
Discussion
7
PROJECTS WE’LL BE TALKING ABOUTPROJECTS WE’LL BE TALKING ABOUT
Apache MyNewt
Apache PLC4X
Apache Camel
Apache NiFi
Apache Spark
Apache Flink
Apache Beam
Apache Hadoop
Apache Cassandra
Apache IoTDB
Apache Kafka
Apache StreamPipes
8
APACHE MYNEWTAPACHE MYNEWT
9
APACHE MYNEWTAPACHE MYNEWT
First Apache (Rt)OS
"Linux for platforms too small to run Linux"
Multiple layers of abstraction
Allows developing software for a wide range of chips
Built for Wireless
Bluetooth (Mesh), LoRaWan, …
Modular Drivers
Built with security as main principle
Secure Bootloader
10
APACHE MYNEWTAPACHE MYNEWT
Figure 4. Source Amazon
11
APACHE MYNEWTAPACHE MYNEWT
Figure 5. Source Ruuvi
12
APACHE PLC4XAPACHE PLC4X
13
APACHE PLC4XAPACHE PLC4X
— Apache PLC4X Project Statement
PLC4X is a set of libraries for communicating
with industrial programmable logic controllers
(PLCs) using a variety of protocols but with a
shared API.
14
APACHE PLC4XAPACHE PLC4X
Develop only using the API module
Develop software for any type of PLC
Highly inspired by JDBC
Integration modules to other open-source SW
Strongly growing number of supported protocols
Soon also non Java drivers
15
APACHE PLC4XAPACHE PLC4X
16
APACHE CAMELAPACHE CAMEL
17
APACHE CAMELAPACHE CAMEL
Integration framework
Message oriented middleware
Based on "Enterprise Integration Patterns" Book
Integration into all major component frameworks
Build pipelines
Producers
Transformations
Consumers
18
APACHE NIFIAPACHE NIFI
19
APACHE NIFIAPACHE NIFI
System for routing and processing streams of data
Web-UI for modeling data streams
Tracking of data through the pipelines
Handling of back pressure
Secure
20
APACHE NIFIAPACHE NIFI
21
APACHE MINIFIAPACHE MINIFI
Runtime for running parts of NiFi streams on small edge
devices
Operations on edge devices
Aggregation
Filtering
Translation
…
Secure communication with NiFi cluster
No UI
22
APACHE SPARKAPACHE SPARK
23
APACHE SPARKAPACHE SPARK
Batch processing
Stream processing
Runs in almost all cluster environments
24
APACHE FLINKAPACHE FLINK
25
APACHE FLINKAPACHE FLINK
Stateful stream analytics
Bounded and unbounded data streams
Runs in almost all cluster environments
26
APACHE BEAMAPACHE BEAM
27
APACHE BEAMAPACHE BEAM
Framework for running batch jobs
Framework for running streaming "jobs"
Abstracts from the actual runtime
Runs "jobs" in:
Spark
Flink
Hadoop
Google Cloud
…
28
APACHE HADOOPAPACHE HADOOP
29
APACHE HADOOPAPACHE HADOOP
Big Data storage
Unstructured Data
Distributed storage and processing
Processing of huge datasets
MapReduce
30
APACHE CASSANDRAAPACHE CASSANDRA
31
APACHE CASSANDRAAPACHE CASSANDRA
Big Data storage
Table storage
Linear scalability
Distributed storage
Managing of huge datasets
Decentralized
32
APACHE IOTDB (INCUBATING)APACHE IOTDB (INCUBATING)
33
APACHE IOTDB (INCUBATING)APACHE IOTDB (INCUBATING)
Time series DB
Lightweight
High performance
Compressed data
Ability to deal with IoT data
Ingest data out of sequence
Ingest data while being offline
Ingest data on extremely small devices
Integration with Hadoop & Spark
34
APACHE KAFKAAPACHE KAFKA
35
APACHE KAFKAAPACHE KAFKA
Streaming Framework
Able to route enormous amounts of data
Fault tolerant
Kafka Streams
Processing of data
Kafka Connect
Ingestion of massive amounts of data
(Output massive amounts of data)
36
APACHE KAFKAAPACHE KAFKA
However doesn’t like:
Bad networks
Small (Edge) devices
Solution
Use MQTT on Edge devices
Ingest MQTT data into Kafka cluster
37
APACHE STREAMPIPES (INCUBATING)APACHE STREAMPIPES (INCUBATING)
38
APACHE STREAMPIPES (INCUBATING)APACHE STREAMPIPES (INCUBATING)
Self-Service IoT Data Analytics Platform
Focus on data streams
Similar to Apache NiFi
Focus on (production) Industry
Focus on being run by OT
Focus on non-technical users (domain experts)
Hides the complexity of modern IT solutions
Uses Machine-learning to guess semantics of data
39
APACHE STREAMPIPES (INCUBATING)APACHE STREAMPIPES (INCUBATING)
40
APACHE STREAMPIPES (INCUBATING)APACHE STREAMPIPES (INCUBATING)
41
OUTREACH TO OTHER FOUNDATIONSOUTREACH TO OTHER FOUNDATIONS
Eclipse Foundation
Appears rather unstructured
36 projects in total
Linux Foundation
LF-Edge Initiative
7 Projects in total
EdgeX Foundry
EvE
HiveMQ
42
THANKS FOR LISTENINGTHANKS FOR LISTENING
Questions?
Suggestions?
Discussions!
For news:
Subscribe to mailing list:
Follow me on Twitter: @ChristoferDutz
iot@apache.org
43

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