This talk gives an overview over a lot of the Apache projects which one would consider important for building IoT and especially Industrial IoT (IIoT) solutions.
It is a period of technological change. Rebel Industry 4.0 open-source software solutions, striking from hidden bases, have won their first victories against the evil proprietary Industrial Empire. During the battle, Rebel spies managed to implement industrial protocols to the Empire’s ultimate weapons, the industrial Programmable Logic Controllers, almost unprotected pieces of hardware with enough power to destroy an entire planet. Pursued by the Empire’s sinister agents, a representative of the project races to Berlin aboard his ICE, custodian of his plans to revolutionize the way we are building Industry 4.0 applications, that can free all companies and restore freedom to the industry …
Learn how the Apache PLC4X project has evolved and what we have planned for the future and especially how it can currently help close the gap between industrial hardware and modern software solutions to build the next generation of industrial IoT solutions, based entirely on open-source software.
Talk about how to use Open-Source and especially Apache PLC4X to access industry machinery data and to use open-source to build the next generation of industrial software
Welcome & Introduction - Red Hat DevOps & Microservices Conference 2017 Xpand IT
The document outlines an agenda for an event discussing DevOps challenges, adopting a Platform as a Service solution using Red Hat OpenShift, and a success story. The agenda includes presentations from 2:00-6:00pm on welcoming remarks, the DevOps challenge, adopting PaaS, Red Hat's value proposition, a real world example of OpenShift, and a closing keynote. It also lists Xpand IT's expertise and partnership with Red Hat, along with facts about Red Hat including its revenue growth and addressing customer challenges.
Gateways are essential components in IoT systems. Apart from providing network access to the leaf nodes, they can also run applications. This is important to reduce response time, network traffic, keep sensitive data within local boundaries and keep the system up even if the network is down. Home gateways, industrial field agents, on board units and roadside stations are examples for gateways.
Application development for such gateways is hard. Since gateways tie together hardware and network resources, developers need a broad set of skills to begin with. Development is further complicated since applications must work autonomously, managed remotely and handle the incoming streams of events. To solve these challenges, we have developed Reactive Blocks, a tool to create applications from building blocks. Blocks can encapsulate protocols, hardware access and application patterns. This leads to increased reuse, enables automatic code generation and automated checking of designs.
Connecting the smart factory to the cloud with MQTT and SparkplugIan Skerrett
This document summarizes a webcast about connecting smart factories to the cloud using MQTT and Sparkplug. It introduces the speakers and discusses challenges with traditional OT systems, how MQTT and Sparkplug address these challenges, and key concepts of Sparkplug. It also previews a live demo showing how devices in a factory can securely communicate with cloud services using MQTT and Sparkplug without requiring any new software installations.
The document discusses what the Eclipse IoT platform can provide for Industry 4.0. It describes Eclipse as a non-profit foundation with over 320 open source projects and 250 members. The Eclipse IoT platform currently has over 2 million lines of code across 28 projects developed by 250 developers. It then outlines the three main software stacks (tools/SDKs, ontologies, security) used in IoT and how Eclipse projects fit into and support each layer.
It is a period of technological change. Rebel Industry 4.0 open-source software solutions, striking from hidden bases, have won their first victories against the evil proprietary Industrial Empire. During the battle, Rebel spies managed to implement industrial protocols to the Empire’s ultimate weapons, the industrial Programmable Logic Controllers, almost unprotected pieces of hardware with enough power to destroy an entire planet. Pursued by the Empire’s sinister agents, a representative of the project races to Berlin aboard his ICE, custodian of his plans to revolutionize the way we are building Industry 4.0 applications, that can free all companies and restore freedom to the industry …
Learn how the Apache PLC4X project has evolved and what we have planned for the future and especially how it can currently help close the gap between industrial hardware and modern software solutions to build the next generation of industrial IoT solutions, based entirely on open-source software.
Talk about how to use Open-Source and especially Apache PLC4X to access industry machinery data and to use open-source to build the next generation of industrial software
Welcome & Introduction - Red Hat DevOps & Microservices Conference 2017 Xpand IT
The document outlines an agenda for an event discussing DevOps challenges, adopting a Platform as a Service solution using Red Hat OpenShift, and a success story. The agenda includes presentations from 2:00-6:00pm on welcoming remarks, the DevOps challenge, adopting PaaS, Red Hat's value proposition, a real world example of OpenShift, and a closing keynote. It also lists Xpand IT's expertise and partnership with Red Hat, along with facts about Red Hat including its revenue growth and addressing customer challenges.
Gateways are essential components in IoT systems. Apart from providing network access to the leaf nodes, they can also run applications. This is important to reduce response time, network traffic, keep sensitive data within local boundaries and keep the system up even if the network is down. Home gateways, industrial field agents, on board units and roadside stations are examples for gateways.
Application development for such gateways is hard. Since gateways tie together hardware and network resources, developers need a broad set of skills to begin with. Development is further complicated since applications must work autonomously, managed remotely and handle the incoming streams of events. To solve these challenges, we have developed Reactive Blocks, a tool to create applications from building blocks. Blocks can encapsulate protocols, hardware access and application patterns. This leads to increased reuse, enables automatic code generation and automated checking of designs.
Connecting the smart factory to the cloud with MQTT and SparkplugIan Skerrett
This document summarizes a webcast about connecting smart factories to the cloud using MQTT and Sparkplug. It introduces the speakers and discusses challenges with traditional OT systems, how MQTT and Sparkplug address these challenges, and key concepts of Sparkplug. It also previews a live demo showing how devices in a factory can securely communicate with cloud services using MQTT and Sparkplug without requiring any new software installations.
The document discusses what the Eclipse IoT platform can provide for Industry 4.0. It describes Eclipse as a non-profit foundation with over 320 open source projects and 250 members. The Eclipse IoT platform currently has over 2 million lines of code across 28 projects developed by 250 developers. It then outlines the three main software stacks (tools/SDKs, ontologies, security) used in IoT and how Eclipse projects fit into and support each layer.
IoT and Edge Integration with Open Source Frameworks:
Internet of Things (IoT) and edge integration is getting more important than ever before due to the massively growing number of connected devices year by year.
This session shows open source frameworks built to develop very lightweight microservices, which can be deployed on small devices or in serverless architectures with very low resources and wire together all different kinds of hardware devices, APIs and online services.
The focus of this session lies on showing open source projects such as Eclipse Kura, Node-RED or Flogo, which offer a framework plus zero-code environment with web IDE for building and deploying integration and data processing directly onto connected devices using IoT standards such as MQTT, WebSockets or CoaP, but also other interfaces such as Twitter feeds or REST services.
The end of the session discusses the relation to other components in a IoT architecture including cloud IoT platforms and big data respectively streaming analytics solutions (such as Apache Storm, Flink, Spark Streaming, Samza, StreamBase, Apama).
RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...Rockwell Automation
FactoryTalk InnovationSuite is a suite of IIoT solutions including ThingWorx, an IIoT platform. ThingWorx includes capabilities like asset management, analytics, and mobile/AR applications. It allows users to connect devices and machines, create digital twins using a "ThingModel", develop applications using a visual mashup tool, and engage users through mobile and augmented reality. DataAnalytics solutions like DataView allow self-service data exploration and storyboarding to gain insights without extensive IT or data science expertise.
Predix Builder Roadshow event content detailing the Industrial Internet of Things, Building the Digital Twin, Predix Edge Essential, Predix Dojo Program, and upcoming Predix events.
RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...Rockwell Automation
The document outlines an agenda for a discussion on FactoryTalk InnovationSuite. The agenda includes:
1. An overview of key discussions and labs about FactoryTalk InnovationSuite components.
2. An overview of the FactoryTalk InnovationSuite.
3. Discussions on extracting data and insights from industrial assets and how FactoryTalk InnovationSuite supports this process.
4. A review of FactoryTalk InnovationSuite components and architectures.
The document provides information to attendees about the content that will be covered in the discussion.
The LAMP (Linux/Apache HTTP Server/MySQL/PHP) stack has dominated web infrastructures, in the IoT it is believed a similar open source stack will dominate IoT deployments. This presentation will look at the new technology requirements and architectures required for IoT solutions. It will identify three stacks of software required by any IoT solution, and finally present how open source communities, such as the Eclipse IoT community, are already supplying the critical software technology needed by IoT solution providers.
Presented at IoT Evolution, Feb 8 2017
1) NFV allows IoT services and applications to be deployed quickly on virtualized network functions through a platform-as-a-service model, providing benefits like scalability, fast time-to-market, and an application ecosystem.
2) An example use case shows how a smart metering application can be deployed on a virtualized mobile network using NFV, with lifecycle management functions like instantiation, monitoring, scaling and termination.
3) The future of NFV and IoT is predicted to include 5G infrastructure for IoT, advanced big data collection and analytics enabling new business models and developer profiles.
Internet of manufacturing and Open SourceIan Skerrett
The document discusses collaborating on open source software projects for Internet of Things (IoT) platforms. It describes the Eclipse Foundation's role in supporting open source IoT projects with over 250 members. It advocates that open source lowers barriers for collaborative development, developers, interoperability, and adoption. It presents Bosch's strategy to support an open source IoT platform to avoid vendor lock-in and allow customers and partners choice. The Eclipse IoT projects aim to support Industry 4.0 standards through implementations of tools, services, and a testbed for integrating devices and systems.
Comparison of Open Source Frameworks for Integrating the Internet of ThingsKai Wähner
Session from JFokus 2017 (https://www.jfokus.se/jfokus/talks.jsp#ComparisonofOpenSour) in Stockholm, Sweden.
This session shows and compares open source frameworks built to develop very lightweight applications or microservices, which can be deployed on small devices with very low resources and wire together all different kinds of hardware devices, APIs and online services. The focus of this session is the comparison of open source projects such as Node-RED or Flogo, which offer a zero-code environment with web IDE for building and deploying integration and data processing directly onto connected devices using IoT standards such as MQTT, WebSockets or CoaP, but also other interfaces such as Twitter feeds or REST services. The end of the session compares these open source projects to other options such as SaaS offerings like AWS IoT or more powerful streaming analytics platforms.
VMUGIT Meeting - Lecce, 5 Aprile 2018
Rodolfo Rotondo VMware Sr. Business Solution Strategist, SEMEA - Difendere tutto... difendere niente! Come sviluppare un approccio strategico alla cyber security nell'era del mobile-cloud e degli oggetti interconnessi
Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...InfluxData
PTC enables global manufacturers to realize double-digit impact with software solutions that enable them to accelerate product and service innovation, improve operational efficiency and increase workforce productivity. For developing IIoT solutions, PTC has partnered with InfluxData to manage time series data at scale. With PTC’s ThingWorx platform capabilities to rapidly build IIoT applications coupled with InfluxData’s leading time series data storage platform, customers are destined on a path to success in their digital transformation journey. Learn how selecting the ThingWorx solution and InfluxDB will unlock your IoT value.
An Open and Collaborative Ecosystem for IoTCharles Eckel
This document summarizes a presentation about open source and open standards for the Internet of Things (IoT). It discusses the promise and challenges of the IoT, including many disjoint efforts and standards. It then describes OpenStack and OpenDaylight, two open source projects that provide platforms for cloud computing and SDN/NFV. Finally, it discusses how open source and open standards can be combined to accelerate innovation for the IoT through collaboration on efforts like oneM2M, IoT Data Broker, Time Series Data Repository, and putting the pieces together through projects like OPNFV.
S1: Predix ISV Partner Program (Predix Transform 2016)Predix
http://predixtransform.com
We'll provide a brief overview of how to build and monetize applications and/or software services on the Predix platform, including how (and why) to build on Predix. We'll shed light on the approval process, guidelines, and requirements overview, as well as tools and resources to support developers. The session will also provide brief demonstrations of the Partner Portal and Predix.io.
SAP Leonardo Foundation IoT - A Practical WalkthroughFabian Lehmann
Presentation from sitNL about SAP Leonardo Foundation IoT:
- SAP CP IoT service
- SAP CP IoT Application Enablement
- SAP CP WebIDE
- SAP CP Cloud Foundry Environment
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura WiresEclipse Kura
The presentation contains a real Industry 4.0 use cases that will take advantage of sensors connected through Modbus and mapped in Kura Wires with corresponding Assets. A complete dataflow model will also be presented
In this presentation we will talk about the Microservices approach and how it can be implemented in IoT ecosystem.
The microservice architectural style is an approach to developing a single application as a suite of small services, each running in its own process and communicating with lightweight mechanisms, often an HTTP resource API.
A possible solution to easily control the IoT systems is to create an intelligent platform using a microservices architecture.
Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...Kai Wähner
Kai Wähner (@KaiWaehner) is a Technology Evangelist and Community Director at TIBCO Software - a leading provider of integration and analytics middleware. Kai is an experience guy in broad variety of topics like Big Data, Advanced Analytics & Machine Learning, he loves to write articles and blog about new technologies and make talks. The talk is about 3 different projects where Kai's team built analytic models with technologies R, Apache Spark or H2O.ai which were deployed to real time processing. The use cases include predictive maintenance in manufacturing but also fraud detection in banking and context-specific pricing in insurance. For one of the cases, Kai gonna show detailed steps will be, how it was built and deployed using supervised/unsupervised ML.
Talk was done together with my colleague Ankitaa Bhowmick.
From leading IoT Protocols to Python Dashboarding_finalLukas Ott
First i like to give an overview on common IoT Protocols:
#CoAP (Constrained Application Protocol -> Close to HTTP / REST ) #MQTT ( Message Queue Telemetry Transport -> Pub/Sub with Broker -> Well defined Quality of Service -> Newest addition Eclipse Amlem (formerly the core of IBM Watson IoT platform) -> Eclipse Sparkplug -> Standardization of the topics and payloads -> Interoperability!) , #DDS (Data Distribution Service -> Pub/Sub without Broker -> Drones / Robotics) #LwM2M (Lightweight M2M -> Runs on Top of CoAP or MQTT -> standard sets of payloads for sensors) #zenoh (https://zenoh.io/ Pub/Sub Protocol -> combines the advantages of #DDS and #MQTT) #eclipsefoundation #apache #opensource #lightweight (+ some comments that this is not complete and does not encompass Industrial and Building Automation)
Then I would like to show the leading edge IoT protocol Zenoh. Saving Zenoh Payload to Apache IoTDB. After that I would like to dive into Panel and the awesome capabilities of Apache ECharts.
Alluxio-FUSE as a data access layer for DaskAlluxio, Inc.
This document discusses integrating Alluxio with Dask for processing large mass spectrometry imaging data. Alluxio is used as a distributed caching layer via its FUSE POSIX API to provide standardized access to datasets from Dask. This allows Dask to process data in parallel across compute nodes without needing to load full datasets into memory. Initial results found a 10x speedup when reading cached data from Alluxio versus directly from S3 storage each time.
IoT and Edge Integration with Open Source Frameworks:
Internet of Things (IoT) and edge integration is getting more important than ever before due to the massively growing number of connected devices year by year.
This session shows open source frameworks built to develop very lightweight microservices, which can be deployed on small devices or in serverless architectures with very low resources and wire together all different kinds of hardware devices, APIs and online services.
The focus of this session lies on showing open source projects such as Eclipse Kura, Node-RED or Flogo, which offer a framework plus zero-code environment with web IDE for building and deploying integration and data processing directly onto connected devices using IoT standards such as MQTT, WebSockets or CoaP, but also other interfaces such as Twitter feeds or REST services.
The end of the session discusses the relation to other components in a IoT architecture including cloud IoT platforms and big data respectively streaming analytics solutions (such as Apache Storm, Flink, Spark Streaming, Samza, StreamBase, Apama).
RA TechED 2019 - IN02 - Empower Your Connected Enterprise with FactoryTalk In...Rockwell Automation
FactoryTalk InnovationSuite is a suite of IIoT solutions including ThingWorx, an IIoT platform. ThingWorx includes capabilities like asset management, analytics, and mobile/AR applications. It allows users to connect devices and machines, create digital twins using a "ThingModel", develop applications using a visual mashup tool, and engage users through mobile and augmented reality. DataAnalytics solutions like DataView allow self-service data exploration and storyboarding to gain insights without extensive IT or data science expertise.
Predix Builder Roadshow event content detailing the Industrial Internet of Things, Building the Digital Twin, Predix Edge Essential, Predix Dojo Program, and upcoming Predix events.
RA TechED 2019 - IN03 - Develop Analytics That Scale Using FactoryTalk Innova...Rockwell Automation
The document outlines an agenda for a discussion on FactoryTalk InnovationSuite. The agenda includes:
1. An overview of key discussions and labs about FactoryTalk InnovationSuite components.
2. An overview of the FactoryTalk InnovationSuite.
3. Discussions on extracting data and insights from industrial assets and how FactoryTalk InnovationSuite supports this process.
4. A review of FactoryTalk InnovationSuite components and architectures.
The document provides information to attendees about the content that will be covered in the discussion.
The LAMP (Linux/Apache HTTP Server/MySQL/PHP) stack has dominated web infrastructures, in the IoT it is believed a similar open source stack will dominate IoT deployments. This presentation will look at the new technology requirements and architectures required for IoT solutions. It will identify three stacks of software required by any IoT solution, and finally present how open source communities, such as the Eclipse IoT community, are already supplying the critical software technology needed by IoT solution providers.
Presented at IoT Evolution, Feb 8 2017
1) NFV allows IoT services and applications to be deployed quickly on virtualized network functions through a platform-as-a-service model, providing benefits like scalability, fast time-to-market, and an application ecosystem.
2) An example use case shows how a smart metering application can be deployed on a virtualized mobile network using NFV, with lifecycle management functions like instantiation, monitoring, scaling and termination.
3) The future of NFV and IoT is predicted to include 5G infrastructure for IoT, advanced big data collection and analytics enabling new business models and developer profiles.
Internet of manufacturing and Open SourceIan Skerrett
The document discusses collaborating on open source software projects for Internet of Things (IoT) platforms. It describes the Eclipse Foundation's role in supporting open source IoT projects with over 250 members. It advocates that open source lowers barriers for collaborative development, developers, interoperability, and adoption. It presents Bosch's strategy to support an open source IoT platform to avoid vendor lock-in and allow customers and partners choice. The Eclipse IoT projects aim to support Industry 4.0 standards through implementations of tools, services, and a testbed for integrating devices and systems.
Comparison of Open Source Frameworks for Integrating the Internet of ThingsKai Wähner
Session from JFokus 2017 (https://www.jfokus.se/jfokus/talks.jsp#ComparisonofOpenSour) in Stockholm, Sweden.
This session shows and compares open source frameworks built to develop very lightweight applications or microservices, which can be deployed on small devices with very low resources and wire together all different kinds of hardware devices, APIs and online services. The focus of this session is the comparison of open source projects such as Node-RED or Flogo, which offer a zero-code environment with web IDE for building and deploying integration and data processing directly onto connected devices using IoT standards such as MQTT, WebSockets or CoaP, but also other interfaces such as Twitter feeds or REST services. The end of the session compares these open source projects to other options such as SaaS offerings like AWS IoT or more powerful streaming analytics platforms.
VMUGIT Meeting - Lecce, 5 Aprile 2018
Rodolfo Rotondo VMware Sr. Business Solution Strategist, SEMEA - Difendere tutto... difendere niente! Come sviluppare un approccio strategico alla cyber security nell'era del mobile-cloud e degli oggetti interconnessi
Ayush Tiwari [PTC] | Unlock IoT Value with PTC’s ThingWorx Platform & InfluxD...InfluxData
PTC enables global manufacturers to realize double-digit impact with software solutions that enable them to accelerate product and service innovation, improve operational efficiency and increase workforce productivity. For developing IIoT solutions, PTC has partnered with InfluxData to manage time series data at scale. With PTC’s ThingWorx platform capabilities to rapidly build IIoT applications coupled with InfluxData’s leading time series data storage platform, customers are destined on a path to success in their digital transformation journey. Learn how selecting the ThingWorx solution and InfluxDB will unlock your IoT value.
An Open and Collaborative Ecosystem for IoTCharles Eckel
This document summarizes a presentation about open source and open standards for the Internet of Things (IoT). It discusses the promise and challenges of the IoT, including many disjoint efforts and standards. It then describes OpenStack and OpenDaylight, two open source projects that provide platforms for cloud computing and SDN/NFV. Finally, it discusses how open source and open standards can be combined to accelerate innovation for the IoT through collaboration on efforts like oneM2M, IoT Data Broker, Time Series Data Repository, and putting the pieces together through projects like OPNFV.
S1: Predix ISV Partner Program (Predix Transform 2016)Predix
http://predixtransform.com
We'll provide a brief overview of how to build and monetize applications and/or software services on the Predix platform, including how (and why) to build on Predix. We'll shed light on the approval process, guidelines, and requirements overview, as well as tools and resources to support developers. The session will also provide brief demonstrations of the Partner Portal and Predix.io.
SAP Leonardo Foundation IoT - A Practical WalkthroughFabian Lehmann
Presentation from sitNL about SAP Leonardo Foundation IoT:
- SAP CP IoT service
- SAP CP IoT Application Enablement
- SAP CP WebIDE
- SAP CP Cloud Foundry Environment
Building IoT Mashups for Industry 4.0 with Eclipse Kura and Kura WiresEclipse Kura
The presentation contains a real Industry 4.0 use cases that will take advantage of sensors connected through Modbus and mapped in Kura Wires with corresponding Assets. A complete dataflow model will also be presented
In this presentation we will talk about the Microservices approach and how it can be implemented in IoT ecosystem.
The microservice architectural style is an approach to developing a single application as a suite of small services, each running in its own process and communicating with lightweight mechanisms, often an HTTP resource API.
A possible solution to easily control the IoT systems is to create an intelligent platform using a microservices architecture.
Machine Learning Applied to Real Time Scoring in Manufacturing and Energy Uti...Kai Wähner
Kai Wähner (@KaiWaehner) is a Technology Evangelist and Community Director at TIBCO Software - a leading provider of integration and analytics middleware. Kai is an experience guy in broad variety of topics like Big Data, Advanced Analytics & Machine Learning, he loves to write articles and blog about new technologies and make talks. The talk is about 3 different projects where Kai's team built analytic models with technologies R, Apache Spark or H2O.ai which were deployed to real time processing. The use cases include predictive maintenance in manufacturing but also fraud detection in banking and context-specific pricing in insurance. For one of the cases, Kai gonna show detailed steps will be, how it was built and deployed using supervised/unsupervised ML.
Talk was done together with my colleague Ankitaa Bhowmick.
From leading IoT Protocols to Python Dashboarding_finalLukas Ott
First i like to give an overview on common IoT Protocols:
#CoAP (Constrained Application Protocol -> Close to HTTP / REST ) #MQTT ( Message Queue Telemetry Transport -> Pub/Sub with Broker -> Well defined Quality of Service -> Newest addition Eclipse Amlem (formerly the core of IBM Watson IoT platform) -> Eclipse Sparkplug -> Standardization of the topics and payloads -> Interoperability!) , #DDS (Data Distribution Service -> Pub/Sub without Broker -> Drones / Robotics) #LwM2M (Lightweight M2M -> Runs on Top of CoAP or MQTT -> standard sets of payloads for sensors) #zenoh (https://zenoh.io/ Pub/Sub Protocol -> combines the advantages of #DDS and #MQTT) #eclipsefoundation #apache #opensource #lightweight (+ some comments that this is not complete and does not encompass Industrial and Building Automation)
Then I would like to show the leading edge IoT protocol Zenoh. Saving Zenoh Payload to Apache IoTDB. After that I would like to dive into Panel and the awesome capabilities of Apache ECharts.
Alluxio-FUSE as a data access layer for DaskAlluxio, Inc.
This document discusses integrating Alluxio with Dask for processing large mass spectrometry imaging data. Alluxio is used as a distributed caching layer via its FUSE POSIX API to provide standardized access to datasets from Dask. This allows Dask to process data in parallel across compute nodes without needing to load full datasets into memory. Initial results found a 10x speedup when reading cached data from Alluxio versus directly from S3 storage each time.
First presentation for Savi's sponsorship of the Washington DC Spark Interactive. Discusses tips and lessons learned using Spark Streaming (24x7) to ingest and analyze Industrial Internet of Things (IIoT) data as part of a Lambda Architecture
IoT Sensor Analytics with Kafka, ksqlDB and TensorFlowKai Wähner
Use cases and architectures for IoT projects leveraging Apache Kafka, ksqlDB, machine Learning / deep Learning frameworks like TensorFlow, and cloud infrastructure.
Large numbers of IoT devices lead to big data and the need for further processing and analysis. Apache Kafka is a highly scalable and distributed open source streaming platform, which can connect to MQTT and other IoT standards. Kafka ingests, stores, processes and forwards high volumes of data from thousands of IoT devices.
The rapidly expanding world of stream processing can be daunting, with new concepts such as various types of time semantics, windowed aggregates, changelogs, and programming frameworks to master. KSQL is the streaming SQL engine on top of Apache Kafka which simplifies all this and make stream processing available to everyone without the need to write source code.
This talk shows how to leverage Kafka and KSQL in an IoT sensor analytics scenario for predictive maintenance and integration with real time monitoring systems. A live demo shows how to embed and deploy Machine Learning models - built with frameworks like TensorFlow, DeepLearning4J or H2O - into mission-critical and scalable real time applications.
Extending DevOps to Big Data Applications with KubernetesNicola Ferraro
DevOps, continuous delivery and modern architectural trends can incredibly speed up the software development process. Big Data applications cannot be an exception and need to keep the same pace.
- The document profiles Alberto Paro and his experience including a Master's Degree in Computer Science Engineering from Politecnico di Milano, experience as a Big Data Practise Leader at NTTDATA Italia, authoring 4 books on ElasticSearch, and expertise in technologies like Apache Spark, Playframework, Apache Kafka, and MongoDB. He is also an evangelist for the Scala and Scala.JS languages.
The document then provides an overview of data streaming architectures, popular message brokers like Apache Kafka, RabbitMQ, and Apache Pulsar, streaming frameworks including Apache Spark, Apache Flink, and Apache NiFi, and streaming libraries such as Reactive Streams.
События, шины и интеграция данных в непростом мире микросервисов / Валентин Г...Ontico
Микросервисы получают все большую популярность в компаниях по всему миру. Какие организационные и технические проблемы они помогают решать? С какого момента монолиты перестают справляться с растущей нагрузкой на ваш сервис? Почему Zalando -- самый большой онлайн-ретейлер в Европе -- выбрал микросервисы в качестве главной архитектуры для новых проектов?
Помогая в решении организационных проблем быстрорастущей компании, микросервисы ставят новые технические задачи, одной из которых, помимо увеличения сложности системы в целом, является проблема безопасного обмена сообщениями между микросервисами, удобной интеграции данных и возможности их корреляции и анализа.
Слушатели узнают, как в Zalando решают эту проблему с использованием централизованной шины передачи данных -- Nakadi. Получат представление о тех проблемах, которые их могут поджидать при выборе похожей архитектуры на примере проблем выбора формата передачи данных, системы версионирования формата сообщений и сложностей эксплуатации высоконагруженных кластеров Kafka в облачной системе AWS.
OCCIware presentation at EclipseDay in Lyon, November 2017, by Marc Dutoo, SmileOCCIware
Presentation title: Model and pilot all cloud layers with OCCIware, from IoT to Big Data
Abstract: Who uses multi cloud today ? Everybody. Alas, this leads to a lot of "technical glue". Enter OCCIware's Studio and Runtime : manage all layers and domains of the Cloud (XaaS) in a uniform, standard, extensible way - the Cloud consumer platform.presentation.
This talk presents how the OCCIware Studio - currently being contributed to the Eclipse Foundation by Inria and Obeo - takes advantage of Eclipse Modeling and SIrius in order to support a metamodel for the generic Open Cloud Computing Interface (OCCI) REST API and build a "studio factory", while providing feedback and lessons learned on various other Eclipse components.
It concludes on a live demonstration of using it to model and pilot an IoT (nodeMCU/ESP8266), Linked & Big Data (JSON-LD, Spark), containerized Cloud solution to let electricity consumption be monitored across territories by all actors - individuals, utility providers, up to regional public bodies.
Model and pilot all cloud layers with OCCIware - Eclipse Day Lyon 2017Marc Dutoo
This document introduces OCCIware, which allows modeling and piloting all cloud layers from IoT to Big Data using the OCCI standard. It provides an overview of OCCIware, demonstrates its use in a smart city use case monitoring energy consumption from IoT sensors to linked open data analytics, and shows a quick demo of Docker Studio and a custom linked data extension. It concludes by discussing next steps for OCCIware and Eclipse.org.
The advantages of Arista/OVH configurations, and the technologies behind buil...OVHcloud
Arista will put an emphasis on the technologies behind building and operating datacentres, and the reasons they give the results expected from them (varied traffic spike management, increasing bandwidth, end points and security), including very large-scale production environments.
Dev1602: Serving up Watson, IoT and cognitive services into IBM Connections C...David Simpson
This document discusses integrating Internet of Things (IoT) devices and cognitive services into IBM Connections Cloud. It provides examples of connecting an Arduino device to IBM Watson IoT Platform using MQTT protocol. It then connects the IoT data to IBM Connections using Node-RED for processing and writing the data to activity streams, blogs, etc. It demonstrates setting up Alexa voice commands to retrieve IoT updates from Connections. The document outlines plans to add more cognitive capabilities using IBM Watson services and security considerations for the integrated solution.
IoT Sensor Analytics with Apache Kafka, KSQL, TensorFlow and MQTT => Kafka-Native End-to-End IoT Data Integration and Processing.
Large numbers of IoT devices lead to big data and the need for further processing and analysis. Apache Kafka is a highly scalable and distributed open source streaming platform, which can connect to MQTT and other IoT standards. Kafka ingests, stores, processes and forwards high volumes of data from thousands of IoT devices.
The rapidly expanding world of stream processing can be daunting, with new concepts such as various types of time semantics, windowed aggregates, changelogs, and programming frameworks to master. KSQL is the streaming SQL engine on top of Apache Kafka which simplifies all this and make stream processing available to everyone without the need to write source code.
This talk shows how to leverage Kafka and KSQL in an IoT sensor analytics scenario for predictive maintenance and integration with real time monitoring systems. A live demo shows how to embed and deploy Machine Learning models - built with frameworks like TensorFlow, DeepLearning4J or H2O - into mission-critical and scalable real time applications.
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1. 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
2. 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
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3. FIRST STEPS IN IOTFIRST STEPS IN IOT
Figure 1. https://www.youtube.com/watch?v=bF7_2FS3j1M
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4. FIRST STEPS IN IOTFIRST STEPS IN IOT
Figure 2. https://klaus.merkert.info/computer/ft/ 4
5. FIRST STEPS IN IOTFIRST STEPS IN IOT
Figure 3. From the official manual.
5
6. 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
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7. 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
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10. 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
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14. 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.
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15. 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
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18. 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
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20. 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
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22. 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
28. 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
…
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34. 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
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36. 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
37. APACHE KAFKAAPACHE KAFKA
However doesn’t like:
Bad networks
Small (Edge) devices
Solution
Use MQTT on Edge devices
Ingest MQTT data into Kafka cluster
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39. 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
42. 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
43. THANKS FOR LISTENINGTHANKS FOR LISTENING
Questions?
Suggestions?
Discussions!
For news:
Subscribe to mailing list:
Follow me on Twitter: @ChristoferDutz
iot@apache.org
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