SlideShare une entreprise Scribd logo
1  sur  43
Télécharger pour lire hors ligne
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

Contenu connexe

Tendances

The 3 pillars of agile integration: Container, Connector and API
The 3 pillars of agile integration:  Container, Connector and APIThe 3 pillars of agile integration:  Container, Connector and API
The 3 pillars of agile integration: Container, Connector and APIJudy Breedlove
 
IoT Open Source Integration Comparison (Kura, Node-RED, Flogo, Apache Nifi, S...
IoT Open Source Integration Comparison (Kura, Node-RED, Flogo, Apache Nifi, S...IoT Open Source Integration Comparison (Kura, Node-RED, Flogo, Apache Nifi, S...
IoT Open Source Integration Comparison (Kura, Node-RED, Flogo, Apache Nifi, S...Kai Wähner
 
RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...
RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...
RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...Rockwell Automation
 
Predix Builder Roadshow
Predix Builder RoadshowPredix Builder Roadshow
Predix Builder RoadshowPredix
 
RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...
RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...
RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...Rockwell Automation
 
Robert Murphy Driving Value from Smart Manufacturing
Robert Murphy Driving Value from Smart ManufacturingRobert Murphy Driving Value from Smart Manufacturing
Robert Murphy Driving Value from Smart ManufacturingRockwell Automation
 
3 Software Stacks for IoT Solutions
3 Software Stacks for IoT Solutions3 Software Stacks for IoT Solutions
3 Software Stacks for IoT SolutionsIan Skerrett
 
PaaS: An Enabler for IoT in NFV Worlds
PaaS: An Enabler for IoT in NFV WorldsPaaS: An Enabler for IoT in NFV Worlds
PaaS: An Enabler for IoT in NFV WorldsOPNFV
 
Internet of manufacturing and Open Source
Internet of manufacturing and Open SourceInternet of manufacturing and Open Source
Internet of manufacturing and Open SourceIan Skerrett
 
Comparison of Open Source Frameworks for Integrating the Internet of Things
Comparison of Open Source Frameworks for Integrating the Internet of ThingsComparison of Open Source Frameworks for Integrating the Internet of Things
Comparison of Open Source Frameworks for Integrating the Internet of ThingsKai Wähner
 
06 - VMUGIT - Lecce 2018 - Rodolfo Rotondo, VMware
06 - VMUGIT - Lecce 2018 - Rodolfo Rotondo, VMware06 - VMUGIT - Lecce 2018 - Rodolfo Rotondo, VMware
06 - VMUGIT - Lecce 2018 - Rodolfo Rotondo, VMwareVMUG IT
 
SAP Leonardo Foundation IoT - A Practical Walkthrough sitWDF
SAP Leonardo Foundation IoT - A Practical Walkthrough sitWDFSAP Leonardo Foundation IoT - A Practical Walkthrough sitWDF
SAP Leonardo Foundation IoT - A Practical Walkthrough sitWDFFabian Lehmann
 
Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...
Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...
Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...InfluxData
 
An Open and Collaborative Ecosystem for IoT
An Open and Collaborative Ecosystem for IoTAn Open and Collaborative Ecosystem for IoT
An Open and Collaborative Ecosystem for IoTCharles Eckel
 
S1: Predix ISV Partner Program (Predix Transform 2016)
S1: Predix ISV Partner Program (Predix Transform 2016)S1: Predix ISV Partner Program (Predix Transform 2016)
S1: Predix ISV Partner Program (Predix Transform 2016)Predix
 
SAP Leonardo Foundation IoT - A Practical Walkthrough
SAP Leonardo Foundation IoT - A Practical WalkthroughSAP Leonardo Foundation IoT - A Practical Walkthrough
SAP Leonardo Foundation IoT - A Practical WalkthroughFabian Lehmann
 
Presentación Intel evento NFV movilforum
Presentación Intel evento NFV movilforumPresentación Intel evento NFV movilforum
Presentación Intel evento NFV movilforumvideos
 
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura WiresBuilding IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura WiresEclipse Kura
 
Meetup6 microservices for the IoT
Meetup6 microservices for the IoTMeetup6 microservices for the IoT
Meetup6 microservices for the IoTFrancesco Rago
 
Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...
Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...
Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...Kai Wähner
 

Tendances (20)

The 3 pillars of agile integration: Container, Connector and API
The 3 pillars of agile integration:  Container, Connector and APIThe 3 pillars of agile integration:  Container, Connector and API
The 3 pillars of agile integration: Container, Connector and API
 
IoT Open Source Integration Comparison (Kura, Node-RED, Flogo, Apache Nifi, S...
IoT Open Source Integration Comparison (Kura, Node-RED, Flogo, Apache Nifi, S...IoT Open Source Integration Comparison (Kura, Node-RED, Flogo, Apache Nifi, S...
IoT Open Source Integration Comparison (Kura, Node-RED, Flogo, Apache Nifi, S...
 
RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...
RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...
RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...
 
Predix Builder Roadshow
Predix Builder RoadshowPredix Builder Roadshow
Predix Builder Roadshow
 
RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...
RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...
RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...
 
Robert Murphy Driving Value from Smart Manufacturing
Robert Murphy Driving Value from Smart ManufacturingRobert Murphy Driving Value from Smart Manufacturing
Robert Murphy Driving Value from Smart Manufacturing
 
3 Software Stacks for IoT Solutions
3 Software Stacks for IoT Solutions3 Software Stacks for IoT Solutions
3 Software Stacks for IoT Solutions
 
PaaS: An Enabler for IoT in NFV Worlds
PaaS: An Enabler for IoT in NFV WorldsPaaS: An Enabler for IoT in NFV Worlds
PaaS: An Enabler for IoT in NFV Worlds
 
Internet of manufacturing and Open Source
Internet of manufacturing and Open SourceInternet of manufacturing and Open Source
Internet of manufacturing and Open Source
 
Comparison of Open Source Frameworks for Integrating the Internet of Things
Comparison of Open Source Frameworks for Integrating the Internet of ThingsComparison of Open Source Frameworks for Integrating the Internet of Things
Comparison of Open Source Frameworks for Integrating the Internet of Things
 
06 - VMUGIT - Lecce 2018 - Rodolfo Rotondo, VMware
06 - VMUGIT - Lecce 2018 - Rodolfo Rotondo, VMware06 - VMUGIT - Lecce 2018 - Rodolfo Rotondo, VMware
06 - VMUGIT - Lecce 2018 - Rodolfo Rotondo, VMware
 
SAP Leonardo Foundation IoT - A Practical Walkthrough sitWDF
SAP Leonardo Foundation IoT - A Practical Walkthrough sitWDFSAP Leonardo Foundation IoT - A Practical Walkthrough sitWDF
SAP Leonardo Foundation IoT - A Practical Walkthrough sitWDF
 
Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...
Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...
Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...
 
An Open and Collaborative Ecosystem for IoT
An Open and Collaborative Ecosystem for IoTAn Open and Collaborative Ecosystem for IoT
An Open and Collaborative Ecosystem for IoT
 
S1: Predix ISV Partner Program (Predix Transform 2016)
S1: Predix ISV Partner Program (Predix Transform 2016)S1: Predix ISV Partner Program (Predix Transform 2016)
S1: Predix ISV Partner Program (Predix Transform 2016)
 
SAP Leonardo Foundation IoT - A Practical Walkthrough
SAP Leonardo Foundation IoT - A Practical WalkthroughSAP Leonardo Foundation IoT - A Practical Walkthrough
SAP Leonardo Foundation IoT - A Practical Walkthrough
 
Presentación Intel evento NFV movilforum
Presentación Intel evento NFV movilforumPresentación Intel evento NFV movilforum
Presentación Intel evento NFV movilforum
 
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura WiresBuilding IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura Wires
 
Meetup6 microservices for the IoT
Meetup6 microservices for the IoTMeetup6 microservices for the IoT
Meetup6 microservices for the IoT
 
Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...
Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...
Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...
 

Similaire à From the Chip to the Cloud with Apache Software

From leading IoT Protocols to Python Dashboarding_final
From leading IoT Protocols to Python Dashboarding_finalFrom leading IoT Protocols to Python Dashboarding_final
From leading IoT Protocols to Python Dashboarding_finalLukas Ott
 
Alluxio-FUSE as a data access layer for Dask
Alluxio-FUSE as a data access layer for DaskAlluxio-FUSE as a data access layer for Dask
Alluxio-FUSE as a data access layer for DaskAlluxio, Inc.
 
Spark Streaming the Industrial IoT
Spark Streaming the Industrial IoTSpark Streaming the Industrial IoT
Spark Streaming the Industrial IoTJim Haughwout
 
IoT Sensor Analytics with Kafka, ksqlDB and TensorFlow
IoT Sensor Analytics with Kafka, ksqlDB and TensorFlowIoT Sensor Analytics with Kafka, ksqlDB and TensorFlow
IoT Sensor Analytics with Kafka, ksqlDB and TensorFlowKai Wähner
 
Extending DevOps to Big Data Applications with Kubernetes
Extending DevOps to Big Data Applications with KubernetesExtending DevOps to Big Data Applications with Kubernetes
Extending DevOps to Big Data Applications with KubernetesNicola Ferraro
 
События, шины и интеграция данных в непростом мире микросервисов / Валентин Г...
События, шины и интеграция данных в непростом мире микросервисов / Валентин Г...События, шины и интеграция данных в непростом мире микросервисов / Валентин Г...
События, шины и интеграция данных в непростом мире микросервисов / Валентин Г...Ontico
 
OCCIware presentation at EclipseDay in Lyon, November 2017, by Marc Dutoo, Smile
OCCIware presentation at EclipseDay in Lyon, November 2017, by Marc Dutoo, SmileOCCIware presentation at EclipseDay in Lyon, November 2017, by Marc Dutoo, Smile
OCCIware presentation at EclipseDay in Lyon, November 2017, by Marc Dutoo, SmileOCCIware
 
Model and pilot all cloud layers with OCCIware - Eclipse Day Lyon 2017
Model and pilot all cloud layers with OCCIware - Eclipse Day Lyon 2017Model and pilot all cloud layers with OCCIware - Eclipse Day Lyon 2017
Model and pilot all cloud layers with OCCIware - Eclipse Day Lyon 2017Marc Dutoo
 
The Never Landing Stream with HTAP and Streaming
The Never Landing Stream with HTAP and StreamingThe Never Landing Stream with HTAP and Streaming
The Never Landing Stream with HTAP and StreamingTimothy Spann
 
The advantages of Arista/OVH configurations, and the technologies behind buil...
The advantages of Arista/OVH configurations, and the technologies behind buil...The advantages of Arista/OVH configurations, and the technologies behind buil...
The advantages of Arista/OVH configurations, and the technologies behind buil...OVHcloud
 
Dev1602: Serving up Watson, IoT and cognitive services into IBM Connections C...
Dev1602: Serving up Watson, IoT and cognitive services into IBM Connections C...Dev1602: Serving up Watson, IoT and cognitive services into IBM Connections C...
Dev1602: Serving up Watson, IoT and cognitive services into IBM Connections C...David Simpson
 
IoT Sensor Analytics with Python, Jupyter, TensorFlow, Keras, Apache Kafka, K...
IoT Sensor Analytics with Python, Jupyter, TensorFlow, Keras, Apache Kafka, K...IoT Sensor Analytics with Python, Jupyter, TensorFlow, Keras, Apache Kafka, K...
IoT Sensor Analytics with Python, Jupyter, TensorFlow, Keras, Apache Kafka, K...Kai Wähner
 
big data et data viz - du lac à votre écran - afterwork
big data et data viz - du lac à votre écran - afterwork big data et data viz - du lac à votre écran - afterwork
big data et data viz - du lac à votre écran - afterwork OCTO Technology Suisse
 
WKS420 Create an IoT Gateway & Establish a Data Pipeline to AWS IoT with Intel
WKS420 Create an IoT Gateway & Establish a Data Pipeline to AWS IoT with IntelWKS420 Create an IoT Gateway & Establish a Data Pipeline to AWS IoT with Intel
WKS420 Create an IoT Gateway & Establish a Data Pipeline to AWS IoT with IntelAmazon Web Services
 
Stream Processing using Apache Flink in Zalando's World of Microservices - Re...
Stream Processing using Apache Flink in Zalando's World of Microservices - Re...Stream Processing using Apache Flink in Zalando's World of Microservices - Re...
Stream Processing using Apache Flink in Zalando's World of Microservices - Re...Zalando Technology
 
Sci scada toolbox
Sci scada toolboxSci scada toolbox
Sci scada toolboxAwesomejk
 
MachinePulse at the November Open Hardware Meetup, Mumbai 2014
MachinePulse at the November Open Hardware Meetup, Mumbai 2014MachinePulse at the November Open Hardware Meetup, Mumbai 2014
MachinePulse at the November Open Hardware Meetup, Mumbai 2014MachinePulse
 
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...Kai Wähner
 
Day 13 - Creating Data Processing Services | Train the Trainers Program
Day 13 - Creating Data Processing Services | Train the Trainers ProgramDay 13 - Creating Data Processing Services | Train the Trainers Program
Day 13 - Creating Data Processing Services | Train the Trainers ProgramFIWARE
 

Similaire à From the Chip to the Cloud with Apache Software (20)

From leading IoT Protocols to Python Dashboarding_final
From leading IoT Protocols to Python Dashboarding_finalFrom leading IoT Protocols to Python Dashboarding_final
From leading IoT Protocols to Python Dashboarding_final
 
Alluxio-FUSE as a data access layer for Dask
Alluxio-FUSE as a data access layer for DaskAlluxio-FUSE as a data access layer for Dask
Alluxio-FUSE as a data access layer for Dask
 
Spark Streaming the Industrial IoT
Spark Streaming the Industrial IoTSpark Streaming the Industrial IoT
Spark Streaming the Industrial IoT
 
IoT Sensor Analytics with Kafka, ksqlDB and TensorFlow
IoT Sensor Analytics with Kafka, ksqlDB and TensorFlowIoT Sensor Analytics with Kafka, ksqlDB and TensorFlow
IoT Sensor Analytics with Kafka, ksqlDB and TensorFlow
 
Extending DevOps to Big Data Applications with Kubernetes
Extending DevOps to Big Data Applications with KubernetesExtending DevOps to Big Data Applications with Kubernetes
Extending DevOps to Big Data Applications with Kubernetes
 
Data streaming
Data streamingData streaming
Data streaming
 
События, шины и интеграция данных в непростом мире микросервисов / Валентин Г...
События, шины и интеграция данных в непростом мире микросервисов / Валентин Г...События, шины и интеграция данных в непростом мире микросервисов / Валентин Г...
События, шины и интеграция данных в непростом мире микросервисов / Валентин Г...
 
OCCIware presentation at EclipseDay in Lyon, November 2017, by Marc Dutoo, Smile
OCCIware presentation at EclipseDay in Lyon, November 2017, by Marc Dutoo, SmileOCCIware presentation at EclipseDay in Lyon, November 2017, by Marc Dutoo, Smile
OCCIware presentation at EclipseDay in Lyon, November 2017, by Marc Dutoo, Smile
 
Model and pilot all cloud layers with OCCIware - Eclipse Day Lyon 2017
Model and pilot all cloud layers with OCCIware - Eclipse Day Lyon 2017Model and pilot all cloud layers with OCCIware - Eclipse Day Lyon 2017
Model and pilot all cloud layers with OCCIware - Eclipse Day Lyon 2017
 
The Never Landing Stream with HTAP and Streaming
The Never Landing Stream with HTAP and StreamingThe Never Landing Stream with HTAP and Streaming
The Never Landing Stream with HTAP and Streaming
 
The advantages of Arista/OVH configurations, and the technologies behind buil...
The advantages of Arista/OVH configurations, and the technologies behind buil...The advantages of Arista/OVH configurations, and the technologies behind buil...
The advantages of Arista/OVH configurations, and the technologies behind buil...
 
Dev1602: Serving up Watson, IoT and cognitive services into IBM Connections C...
Dev1602: Serving up Watson, IoT and cognitive services into IBM Connections C...Dev1602: Serving up Watson, IoT and cognitive services into IBM Connections C...
Dev1602: Serving up Watson, IoT and cognitive services into IBM Connections C...
 
IoT Sensor Analytics with Python, Jupyter, TensorFlow, Keras, Apache Kafka, K...
IoT Sensor Analytics with Python, Jupyter, TensorFlow, Keras, Apache Kafka, K...IoT Sensor Analytics with Python, Jupyter, TensorFlow, Keras, Apache Kafka, K...
IoT Sensor Analytics with Python, Jupyter, TensorFlow, Keras, Apache Kafka, K...
 
big data et data viz - du lac à votre écran - afterwork
big data et data viz - du lac à votre écran - afterwork big data et data viz - du lac à votre écran - afterwork
big data et data viz - du lac à votre écran - afterwork
 
WKS420 Create an IoT Gateway & Establish a Data Pipeline to AWS IoT with Intel
WKS420 Create an IoT Gateway & Establish a Data Pipeline to AWS IoT with IntelWKS420 Create an IoT Gateway & Establish a Data Pipeline to AWS IoT with Intel
WKS420 Create an IoT Gateway & Establish a Data Pipeline to AWS IoT with Intel
 
Stream Processing using Apache Flink in Zalando's World of Microservices - Re...
Stream Processing using Apache Flink in Zalando's World of Microservices - Re...Stream Processing using Apache Flink in Zalando's World of Microservices - Re...
Stream Processing using Apache Flink in Zalando's World of Microservices - Re...
 
Sci scada toolbox
Sci scada toolboxSci scada toolbox
Sci scada toolbox
 
MachinePulse at the November Open Hardware Meetup, Mumbai 2014
MachinePulse at the November Open Hardware Meetup, Mumbai 2014MachinePulse at the November Open Hardware Meetup, Mumbai 2014
MachinePulse at the November Open Hardware Meetup, Mumbai 2014
 
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
 
Day 13 - Creating Data Processing Services | Train the Trainers Program
Day 13 - Creating Data Processing Services | Train the Trainers ProgramDay 13 - Creating Data Processing Services | Train the Trainers Program
Day 13 - Creating Data Processing Services | Train the Trainers Program
 

Dernier

%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrandmasabamasaba
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
Software Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsSoftware Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsArshad QA
 
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...masabamasaba
 
The title is not connected to what is inside
The title is not connected to what is insideThe title is not connected to what is inside
The title is not connected to what is insideshinachiaurasa2
 
8257 interfacing 2 in microprocessor for btech students
8257 interfacing 2 in microprocessor for btech students8257 interfacing 2 in microprocessor for btech students
8257 interfacing 2 in microprocessor for btech studentsHimanshiGarg82
 
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...SelfMade bd
 
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyviewmasabamasaba
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfkalichargn70th171
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Steffen Staab
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providermohitmore19
 
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...masabamasaba
 
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...Shane Coughlan
 
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park %in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park masabamasaba
 
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionIntroducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionOnePlan Solutions
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...harshavardhanraghave
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnAmarnathKambale
 
Exploring the Best Video Editing App.pdf
Exploring the Best Video Editing App.pdfExploring the Best Video Editing App.pdf
Exploring the Best Video Editing App.pdfproinshot.com
 
%in Harare+277-882-255-28 abortion pills for sale in Harare
%in Harare+277-882-255-28 abortion pills for sale in Harare%in Harare+277-882-255-28 abortion pills for sale in Harare
%in Harare+277-882-255-28 abortion pills for sale in Hararemasabamasaba
 

Dernier (20)

%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
Software Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsSoftware Quality Assurance Interview Questions
Software Quality Assurance Interview Questions
 
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
 
The title is not connected to what is inside
The title is not connected to what is insideThe title is not connected to what is inside
The title is not connected to what is inside
 
8257 interfacing 2 in microprocessor for btech students
8257 interfacing 2 in microprocessor for btech students8257 interfacing 2 in microprocessor for btech students
8257 interfacing 2 in microprocessor for btech students
 
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
 
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service provider
 
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...
 
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...
 
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park %in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
 
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionIntroducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learn
 
Exploring the Best Video Editing App.pdf
Exploring the Best Video Editing App.pdfExploring the Best Video Editing App.pdf
Exploring the Best Video Editing App.pdf
 
%in Harare+277-882-255-28 abortion pills for sale in Harare
%in Harare+277-882-255-28 abortion pills for sale in Harare%in Harare+277-882-255-28 abortion pills for sale in Harare
%in Harare+277-882-255-28 abortion pills for sale in Harare
 

From the Chip to the Cloud with Apache Software