The number of IoT devices which stream data to the cloud increases daily. In this practical session, we will build an end-to-end architecture for real-time analytics using the latest IoT technologies like IoT edge and data bricks.
Lessons learned when integrating with Dynamics 365Codit
Get insights on the implementation aspect of integration with Dynamics 365 and learn which technology components you should use for your specific scenario.
See the webcast at: https://www.codit.eu/en/events/webinars/integrating-with-d365/
Five Reasons IoT Projects Fail - CTO Sam Vanhoutte @ IoT Convention 2019Codit
IoT is central to organizations that want to collect and process data, so they uncover business insights. It presents a huge opportunity for organizations across many sectors, from retail, manufacturing, to logistics, just to name a few. However even with the best proposal in place, and all the budget in the world, success with your IoT project isn’t guaranteed. In this session, Sam Vanhoutte breaks down the five major reasons IoT projects fail – and how you can make sure yours don’t.
Introduction to Time Series Analytics with Microsoft AzureCodit
Improve operations and decision-making by using real-time data insights and interactive analytics to accelerate IoT data use throughout your organization.
Discover the webinar here: https://bit.ly/38sMcrP
Get exclusive insights on IoT technology that has the potential to accelerate your business and give you the necessary agility to keep up with the pace of business. Join us and learn about the current and future state of the IoT landscape and what it takes to be successful in IoT. Gain insights from customer stories and discover how to get started building successful IoT solutions with Microsoft Azure.
Discover the webcast: https://bit.ly/2U1N8iI
Next Generation of Data Integration with Azure Data Factory by Tom KerkhoveCodit
In this presentation, you'll learn the basics of Azure Data Factory. Tom Kerkhove will show you how you can take the data you have stored in your on-premise and cloud-based systems and create, manage and operate your own data pipelines.
Cloud Native Demystified: Build Once, Run Anywhere!Codit
Innovate faster and accelerate your company's position in a world increasingly defined by the way we build software, in this webinar on Cloud Native.
Discover the webcast: https://bit.ly/3vOga40
Take Your Business to the Next Level with Blockchain - Codit WebinarCodit
Blockchain is often touted as the next big thing in technology. Perhaps you’re familiar with cryptocurrencies and Bitcoin, but did you know that Blockchain is being used by pioneering organizations to accelerate and support their business processes? Learn everything about Blockchain in this presenation and how forward-thinking businesses are using this tech as an integral piece of their integration strategy.
Lessons learned when integrating with Dynamics 365Codit
Get insights on the implementation aspect of integration with Dynamics 365 and learn which technology components you should use for your specific scenario.
See the webcast at: https://www.codit.eu/en/events/webinars/integrating-with-d365/
Five Reasons IoT Projects Fail - CTO Sam Vanhoutte @ IoT Convention 2019Codit
IoT is central to organizations that want to collect and process data, so they uncover business insights. It presents a huge opportunity for organizations across many sectors, from retail, manufacturing, to logistics, just to name a few. However even with the best proposal in place, and all the budget in the world, success with your IoT project isn’t guaranteed. In this session, Sam Vanhoutte breaks down the five major reasons IoT projects fail – and how you can make sure yours don’t.
Introduction to Time Series Analytics with Microsoft AzureCodit
Improve operations and decision-making by using real-time data insights and interactive analytics to accelerate IoT data use throughout your organization.
Discover the webinar here: https://bit.ly/38sMcrP
Get exclusive insights on IoT technology that has the potential to accelerate your business and give you the necessary agility to keep up with the pace of business. Join us and learn about the current and future state of the IoT landscape and what it takes to be successful in IoT. Gain insights from customer stories and discover how to get started building successful IoT solutions with Microsoft Azure.
Discover the webcast: https://bit.ly/2U1N8iI
Next Generation of Data Integration with Azure Data Factory by Tom KerkhoveCodit
In this presentation, you'll learn the basics of Azure Data Factory. Tom Kerkhove will show you how you can take the data you have stored in your on-premise and cloud-based systems and create, manage and operate your own data pipelines.
Cloud Native Demystified: Build Once, Run Anywhere!Codit
Innovate faster and accelerate your company's position in a world increasingly defined by the way we build software, in this webinar on Cloud Native.
Discover the webcast: https://bit.ly/3vOga40
Take Your Business to the Next Level with Blockchain - Codit WebinarCodit
Blockchain is often touted as the next big thing in technology. Perhaps you’re familiar with cryptocurrencies and Bitcoin, but did you know that Blockchain is being used by pioneering organizations to accelerate and support their business processes? Learn everything about Blockchain in this presenation and how forward-thinking businesses are using this tech as an integral piece of their integration strategy.
Real-time analytics in IoT by Sam Vanhoutte (@Building The Future 2019)Codit
The number of IoT devices that streams data to a connected cloud backend increases daily. This data creates new possibilities for real-time analytics and can fundamentally change how our world works. In this presentation, you’ll learn how to build an Azure IoT architecture that is ready for real-time data analytics. Sam will demonstrate how data can be ingested and how different Azure technologies can be applied to achieve real-time intelligence. You’ll also discover how Azure Stream Analytics can be used to run streaming queries in the Cloud and on the Edge. By the end of this session you’ll have an understanding on how Azure Time Series Insights works to set up a Real Time data exploration, and you’ll get a glimpse of Azure Databricks for more advanced data analytics scenarios. Finally, you’ll learn how to deploy custom code to detect and act upon events in the data.
Securing APIs for ultimate security and privacy with Azure | Codit WebinarCodit
These days, data is the new gold and with businesses being hacked for their data, security is a prime concern. It’s imperative that you protect your business-critical data, such as personal data, financial data or business information, so it doesn’t fall into the wrong hands.
In this Azure focused session, MVP Toon Vanhoutte, will teach you every concept about securing APIs end-to-end – so not just the front door but also the processing behind it, including how to secure your data to be in compliance with GDPR.
Discover existing customer stories from various industries such as manufacturing, logistics and construction. No theoretical use cases, but in-depth insights that will help you on how to get started with IoT.
Extending Operations from On-premises Solutions Towards Hybrid and Cloud - Da...Codit
Danny highlights the importance how a solid support system behind your chosen integration solution is not an option but a must if you want to get ahead and stay ahead. You’ll gain key insights into how managing and supporting an Azure platform is different from an on-premises solution and why you need experts who know the difference and have the resources to support you. In this session you’ll discover how a hybrid integration solution is the key to a strong stack, and why Azure is not the end of the story.
Accelerating Digital Transformation with App ModernizationDavid J Rosenthal
Delivering a competitive edge with data and AI
Using the power of advanced analytics, machine learning, and AI, we can derive insights to help us optimize operations, drive innovation, and deliver value to the company and its customers.
Unite the data
Unlock the power of AI by consolidating data from different systems, technologies, and locations into data estates to enable broader connections and insights.
Inform decisions through visualized data
Use data to influence every decision with dashboards that intuitively visualize data, facilitate deeper analysis, and inform decisions.
Unleash insights with machine learning
Bring the power of advanced analytics, machine learning, and AI to derive insights from data. These insights bring increased value to organizations by optimizing operations and facilitating the development of more innovative products and services.
Embrace intelligent agents
Build intelligent agents that give employees the information and help they need when they need it— empowering employees to do more while streamlining operations.
Learn about Blockchain and how forward-thinking businesses are using this tech as an integral piece of their integration strategy.
Blockchain is often touted as the next big thing in technology. Perhaps you’re familiar with cryptocurrencies and Bitcoin, but did you know that Blockchain is being used by pioneering organizations to accelerate and support their business processes?
Discover more: https://bit.ly/2zvHGdM
AI-Powered Performance Monitoring for Integrations by Ricardo TorreAdam Walhout
AIMS Head of Customer Success, Technical Evangelist and former BizTalk Premier Field Engineer Ricardo Torre presents on the present and future of AI-powered integration monitoring.
The Future of Integration - Toon Vanhoutte @CONNECT19Codit
The heart of the digital transformation story for many businesses lies in integration. Today’s app market place allows businesses to pick and choose from a smorgasbord of apps and these apps need to get connected to improve transparency across the company and make it easier to make high-level decisions. Businesses need a flexible integration solution that not only helps them get connected to employees and customers, but also paves the way to the future.
Discover what's next for Microsoft's BizTalk Server, what options are available to you, and how you can start planning the roadmap to the future for your integration solution.
Discover the webcast: https://bit.ly/3owUgyN
How Mentor Graphics Uses Google Cloud for the Internet of Things - Mentor Gra...RightScale
Mentor Graphics is building on its expertise in mobile to provide a cloud services platform for the Internet of Things (IoT). EZmobilePrint, one of the first apps on the platform, lets mobile devices connect to printers in coffee shops or other public places. Mentor Graphics leverages Google Cloud Platform and RightScale to provide automated, scalable infrastructure to power this next-generation IoT platform and many more applications to come.
Integration has traditionally been all about ESB’s, EAI and B2B and the exchange of messages between on-premises systems. Today, many companies wish to integrate beyond their firewall, typically with SaaS based application. This change is reflected in the up rise of API based integration using lightweight protocols. In this session Glenn will talk about the evolution of Enterprise Integration and give you an overview on the current state of the Azure Integration Platform. Dive into its architecture and learn all about Logic Apps and the Enterprise Integration Pack. Learn to create basic IFTT (If This Then That) scenarios, or think big and create enterprise-level, hybrid integration scenarios (using Logic Apps and on premises LOB apps). 'How does it work', 'How is it Made' and 'How does it all fit together’ are just a couple of questions that will be answered during this session.
Living on the (IoT) edge (Sam Vanhoutte @TechdaysNL 2017)Codit
In this session, Sam will dive deep into the new Azure IoT edge service that allows customers to build intelligent IoT solutions, combining the power of data intensive and low latency edge compute scenarios with the distributed, scalable power of the Azure cloud. Attendees will learn more about the architecture, use cases and programming possibilities of Azure IoT Edge and will understand how this technology can be applied to make modern IoT solutions in different industries. Expect a session with architecture design, scenarios and a lot of demos.
You know better than anyone how IoT is transforming your industry. It is a business revolution that offers many opportunities. But let’s be honest, it comes also with its challenges.
Time for action!
It can be a challenge to figure out which is the best set of services to bring together. Codit knows what you need. We have been building IoT solutions right from the start, for companies just like yours. Understanding business cases and translating them to working solutions is what we do.
The Future of Energy - Decentral energy distribution in a digital worldEficode
Alexander Alten-Lorenz
Chief Architect Global Platform / Technology – E.ON SE
Alexander, an experienced and technically proficient Hadoop Engineer/IT Architect, is specialized in application development, use case discovery and hadoop cluster architecture design.
Modern IoT operations can drive digital transformation by analyzing the unprecedented amounts of data generated from devices and sensors in real-time.
Apache Spark is a widely used stream processing engine for real-time IoT applications. Spark streaming offers a rich set of APIs in the areas of ingestion, cloud integration, multi-source joins, blending streams with static data, time-window aggregations, transformations, data cleansing, and strong support for machine learning and predictive analytics.
Join Anand Venugopal, AVP & Business Head, StreamAnalytix and Sameer Bhide, Senior Solutions Architect, StreamAnalytix to learn about the rapid development and operationalization of real-time IoT applications covering an end-to-end flow of ingest, insight, action, and feedback.
The webinar will cover the following:
Generic IoT application blueprint
Case studies on IoT applications built on Apache Spark – connected car and industrial IoT
Demonstration of an easy, visual approach to building IoT Spark apps
Airbus Goes Serverless with AWS to Improve Fleet Operations (MFG315) - AWS re...Amazon Web Services
Customers in the transportation industry are often challenged by the massive amount of data coming from their fleets. Gathering and analyzing this data can allow for improved decision making in engineering, maintenance, and operations. In this chalk talk, learn how aviation leader Airbus has started a new digital initiative, called Skywise, to become the reference aviation industry platform. Skywise enables Airbus to harness deep in-service data and insights to improve its aircraft design and support offerings, and is already providing results with several “early adopter” airlines. Learn how Airbus overcame some of the challenges associated with this approach, and how AWS serverless infrastructure made some limitations disappear. Discussion covers IaC, DevOps procedures and tools, and compliance with industry security and regulations requirements.
Keynote presentation held at Rethink! IT Europe 2017 in London outlining some of the best practices of how to re-invent your IT architecture. Includes key methods like radical agility, microservices and DevOps.
Presentation on concepts for real time IoT analytics. Leveraging Azure technologies in the cloud and on the edge.
Topics covered: Azure Stream Analytics, IoT Edge, Azure Databricks, Event Grid , Python, Json
IoT end-to-end: porta i tuoi dati dal sensore al cloudCodemotion
"IoT end-to-end: porta i tuoi dati dal sensore al cloud" by Erica Barone.
In questa sessione mostreremo come è possibile raccogliere i dati da un semplice sensore connesso a una Raspberry e trasformarli in informazioni utili, sfruttando diversi servizi cloud per collezionarli, analizzarli, memorizzarli e infine visualizzarli in modo da ottenere valore dal dato di partenza. Tutto ciò che serve è una RPI, un sensore e un account Azure: si sfrutterà una semplice demo come esempio base e si mostreranno alcune possibili estensioni e modifiche, in grado di coprire diversi scenari end to end.
Real-time analytics in IoT by Sam Vanhoutte (@Building The Future 2019)Codit
The number of IoT devices that streams data to a connected cloud backend increases daily. This data creates new possibilities for real-time analytics and can fundamentally change how our world works. In this presentation, you’ll learn how to build an Azure IoT architecture that is ready for real-time data analytics. Sam will demonstrate how data can be ingested and how different Azure technologies can be applied to achieve real-time intelligence. You’ll also discover how Azure Stream Analytics can be used to run streaming queries in the Cloud and on the Edge. By the end of this session you’ll have an understanding on how Azure Time Series Insights works to set up a Real Time data exploration, and you’ll get a glimpse of Azure Databricks for more advanced data analytics scenarios. Finally, you’ll learn how to deploy custom code to detect and act upon events in the data.
Securing APIs for ultimate security and privacy with Azure | Codit WebinarCodit
These days, data is the new gold and with businesses being hacked for their data, security is a prime concern. It’s imperative that you protect your business-critical data, such as personal data, financial data or business information, so it doesn’t fall into the wrong hands.
In this Azure focused session, MVP Toon Vanhoutte, will teach you every concept about securing APIs end-to-end – so not just the front door but also the processing behind it, including how to secure your data to be in compliance with GDPR.
Discover existing customer stories from various industries such as manufacturing, logistics and construction. No theoretical use cases, but in-depth insights that will help you on how to get started with IoT.
Extending Operations from On-premises Solutions Towards Hybrid and Cloud - Da...Codit
Danny highlights the importance how a solid support system behind your chosen integration solution is not an option but a must if you want to get ahead and stay ahead. You’ll gain key insights into how managing and supporting an Azure platform is different from an on-premises solution and why you need experts who know the difference and have the resources to support you. In this session you’ll discover how a hybrid integration solution is the key to a strong stack, and why Azure is not the end of the story.
Accelerating Digital Transformation with App ModernizationDavid J Rosenthal
Delivering a competitive edge with data and AI
Using the power of advanced analytics, machine learning, and AI, we can derive insights to help us optimize operations, drive innovation, and deliver value to the company and its customers.
Unite the data
Unlock the power of AI by consolidating data from different systems, technologies, and locations into data estates to enable broader connections and insights.
Inform decisions through visualized data
Use data to influence every decision with dashboards that intuitively visualize data, facilitate deeper analysis, and inform decisions.
Unleash insights with machine learning
Bring the power of advanced analytics, machine learning, and AI to derive insights from data. These insights bring increased value to organizations by optimizing operations and facilitating the development of more innovative products and services.
Embrace intelligent agents
Build intelligent agents that give employees the information and help they need when they need it— empowering employees to do more while streamlining operations.
Learn about Blockchain and how forward-thinking businesses are using this tech as an integral piece of their integration strategy.
Blockchain is often touted as the next big thing in technology. Perhaps you’re familiar with cryptocurrencies and Bitcoin, but did you know that Blockchain is being used by pioneering organizations to accelerate and support their business processes?
Discover more: https://bit.ly/2zvHGdM
AI-Powered Performance Monitoring for Integrations by Ricardo TorreAdam Walhout
AIMS Head of Customer Success, Technical Evangelist and former BizTalk Premier Field Engineer Ricardo Torre presents on the present and future of AI-powered integration monitoring.
The Future of Integration - Toon Vanhoutte @CONNECT19Codit
The heart of the digital transformation story for many businesses lies in integration. Today’s app market place allows businesses to pick and choose from a smorgasbord of apps and these apps need to get connected to improve transparency across the company and make it easier to make high-level decisions. Businesses need a flexible integration solution that not only helps them get connected to employees and customers, but also paves the way to the future.
Discover what's next for Microsoft's BizTalk Server, what options are available to you, and how you can start planning the roadmap to the future for your integration solution.
Discover the webcast: https://bit.ly/3owUgyN
How Mentor Graphics Uses Google Cloud for the Internet of Things - Mentor Gra...RightScale
Mentor Graphics is building on its expertise in mobile to provide a cloud services platform for the Internet of Things (IoT). EZmobilePrint, one of the first apps on the platform, lets mobile devices connect to printers in coffee shops or other public places. Mentor Graphics leverages Google Cloud Platform and RightScale to provide automated, scalable infrastructure to power this next-generation IoT platform and many more applications to come.
Integration has traditionally been all about ESB’s, EAI and B2B and the exchange of messages between on-premises systems. Today, many companies wish to integrate beyond their firewall, typically with SaaS based application. This change is reflected in the up rise of API based integration using lightweight protocols. In this session Glenn will talk about the evolution of Enterprise Integration and give you an overview on the current state of the Azure Integration Platform. Dive into its architecture and learn all about Logic Apps and the Enterprise Integration Pack. Learn to create basic IFTT (If This Then That) scenarios, or think big and create enterprise-level, hybrid integration scenarios (using Logic Apps and on premises LOB apps). 'How does it work', 'How is it Made' and 'How does it all fit together’ are just a couple of questions that will be answered during this session.
Living on the (IoT) edge (Sam Vanhoutte @TechdaysNL 2017)Codit
In this session, Sam will dive deep into the new Azure IoT edge service that allows customers to build intelligent IoT solutions, combining the power of data intensive and low latency edge compute scenarios with the distributed, scalable power of the Azure cloud. Attendees will learn more about the architecture, use cases and programming possibilities of Azure IoT Edge and will understand how this technology can be applied to make modern IoT solutions in different industries. Expect a session with architecture design, scenarios and a lot of demos.
You know better than anyone how IoT is transforming your industry. It is a business revolution that offers many opportunities. But let’s be honest, it comes also with its challenges.
Time for action!
It can be a challenge to figure out which is the best set of services to bring together. Codit knows what you need. We have been building IoT solutions right from the start, for companies just like yours. Understanding business cases and translating them to working solutions is what we do.
The Future of Energy - Decentral energy distribution in a digital worldEficode
Alexander Alten-Lorenz
Chief Architect Global Platform / Technology – E.ON SE
Alexander, an experienced and technically proficient Hadoop Engineer/IT Architect, is specialized in application development, use case discovery and hadoop cluster architecture design.
Modern IoT operations can drive digital transformation by analyzing the unprecedented amounts of data generated from devices and sensors in real-time.
Apache Spark is a widely used stream processing engine for real-time IoT applications. Spark streaming offers a rich set of APIs in the areas of ingestion, cloud integration, multi-source joins, blending streams with static data, time-window aggregations, transformations, data cleansing, and strong support for machine learning and predictive analytics.
Join Anand Venugopal, AVP & Business Head, StreamAnalytix and Sameer Bhide, Senior Solutions Architect, StreamAnalytix to learn about the rapid development and operationalization of real-time IoT applications covering an end-to-end flow of ingest, insight, action, and feedback.
The webinar will cover the following:
Generic IoT application blueprint
Case studies on IoT applications built on Apache Spark – connected car and industrial IoT
Demonstration of an easy, visual approach to building IoT Spark apps
Airbus Goes Serverless with AWS to Improve Fleet Operations (MFG315) - AWS re...Amazon Web Services
Customers in the transportation industry are often challenged by the massive amount of data coming from their fleets. Gathering and analyzing this data can allow for improved decision making in engineering, maintenance, and operations. In this chalk talk, learn how aviation leader Airbus has started a new digital initiative, called Skywise, to become the reference aviation industry platform. Skywise enables Airbus to harness deep in-service data and insights to improve its aircraft design and support offerings, and is already providing results with several “early adopter” airlines. Learn how Airbus overcame some of the challenges associated with this approach, and how AWS serverless infrastructure made some limitations disappear. Discussion covers IaC, DevOps procedures and tools, and compliance with industry security and regulations requirements.
Keynote presentation held at Rethink! IT Europe 2017 in London outlining some of the best practices of how to re-invent your IT architecture. Includes key methods like radical agility, microservices and DevOps.
Presentation on concepts for real time IoT analytics. Leveraging Azure technologies in the cloud and on the edge.
Topics covered: Azure Stream Analytics, IoT Edge, Azure Databricks, Event Grid , Python, Json
IoT end-to-end: porta i tuoi dati dal sensore al cloudCodemotion
"IoT end-to-end: porta i tuoi dati dal sensore al cloud" by Erica Barone.
In questa sessione mostreremo come è possibile raccogliere i dati da un semplice sensore connesso a una Raspberry e trasformarli in informazioni utili, sfruttando diversi servizi cloud per collezionarli, analizzarli, memorizzarli e infine visualizzarli in modo da ottenere valore dal dato di partenza. Tutto ciò che serve è una RPI, un sensore e un account Azure: si sfrutterà una semplice demo come esempio base e si mostreranno alcune possibili estensioni e modifiche, in grado di coprire diversi scenari end to end.
Simplified Machine Learning Architecture with an Event Streaming Platform (Ap...Kai Wähner
Machine Learning is separated into model training and model inference. ML frameworks typically load historical data from a data store like HDFS or S3 to train models. This talk shows how you can completely avoid such a data store by ingesting streaming data directly via Apache Kafka from any source system into TensorFlow for model training and model inference using the capabilities of “TensorFlow I/O” add-on.
The talk compares this modern streaming architecture to traditional batch and big data alternatives and explains benefits like the simplified architecture, the ability of reprocessing events in the same order for training different models, and the possibility to build a scalable, mission-critical, real time ML architecture with muss less headaches and problems.
Key takeaways for the audience
• Scalable open source Machine Learning infrastructure
• Streaming ingestion into TensorFlow without the need for another data store like HDFS or S3 (leveraging TensorFlow I/O and its Kafka plugin)
• Stream Processing using analytic models in mission-critical deployments to act in Real Time
• Learn how Apache Kafka open source ecosystem including Kafka Connect, Kafka Streams and KSQL help to build, deploy, score and monitor analytic models
• Comparison and trade-offs between this modern streaming approach and traditional batch model training infrastructures
Seeing opportunities in IoT but finding it hard to define its value for your business? Codit helps you explore new business models, increase business efficiency or optimize your processes with IoT. Disover it all in this presentation about Azure IoT
What is the Internet of Things?
Sascha Corti, Technical Evangelist, Microsoft Switzerland about the Internet of Things, how IoT is changing the business and the technology behind the Internet of Things.
Swiss MSDN newsletter:
http://msdn.ch/newsletter
Internet of Things (IoT) - in the cloud or rather on-premises?Guido Schmutz
You want to implement a Big Data or Internet of Things (IoT) solution and like to know if it should be implemented in the cloud or on-premises. You are interested in the cloud offerings of vendors and what benefits they provide and if a similar solution would not be possible on-premises.
This presentation deals with this and other questions. Starting from a vendor-independent reference architecture and corresponding design patterns, different cloud solutions from various vendors are compared and rated. Additionally, it will be shown how such solution could be implemented on-premises and how a hybrid IoT solution could look like.
Building a reliable and scalable IoT platform with MongoDB and HiveMQDominik Obermaier
Today’s Internet of Things (IoT) is enabling companies to blend together the physical and digital worlds, creating new business models and generating insights that increase productivity at once unimaginable levels. However, managing the ever growing volume of heterogeneous IoT data from disparate devices, systems and applications both on premise and in the cloud can be a challenging endeavour without a scalable and reliable IoT platform.
In this webinar, we will explore why and how companies are leveraging HiveMQ and MongoDB to build exactly that: a scalable and reliable IoT platform. Based upon a sample fleet management scenario, we will explain how telematics data can be routed via MQTT and efficiently stored to provide analytics and insights into the data.
Key Learnings
- Common challenges and pitfalls of IoT projects
- Required components for effectively handling data with an IoT platform
- HiveMQ for MQTT to enable bi-directional device communication over unstable networks
- MongoDB as the flexible and scalable modern data platform combining data from different sources and powering your applications
- Why MongoDB and HiveMQ is such a great combination
Session about "Microsoft and Internet of Things" at #NuvolaRosa - Naples (Italy) 12 May 2016
http://www.nuvolarosa.eu/corsi-napoli/
Main Themes:
Internet of Things
Windows 10 IoT Core
Windows Azure Services
Windows IoT Hub
Stream Analytics
Azure Blob Storage
Power Bi
Apache Kafka Landscape for Automotive and ManufacturingKai Wähner
Today, in 2022, Apache Kafka is the central nervous system of many applications in various areas related to the automotive and manufacturing industry for processing analytical and transactional data in motion across edge, hybrid, and multi-cloud deployments.
This presentation explores the automotive event streaming landscape, including connected vehicles, smart manufacturing, supply chain optimization, aftersales, mobility services, and innovative new business models.
Afterwards, many real-world examples are shown from companies such as Audi, BMW, Porsche, Tesla, Uber, Grab, and FREENOW.
More detail in the blog post:
https://www.kai-waehner.de/blog/2022/01/12/apache-kafka-landscape-for-automotive-and-manufacturing/
Scalable Open-Source IoT Solutions on Microsoft AzureMaxim Ivannikov
Scalable Open-Source IoT Solutions from gateways to the Cloud using DeviceHive, Ubuntu Snappy Core and Microsoft Azure.
The presentation was used during the NY Open-Source IoT Solutions Summit on November 12, 2015.
Discover in this webcast how AI-based solutions mitigate fraud, reduce losses, and help businesses remain competitive.
In this webcast you will learn:
- The main digital tools to mitigate fraud.
- Rule-based tools can be augmented by Machine Learning. How does this work? What are the advantages?
- Insights on how to implement ML-driven fraud monitoring solution.
- The challenges when working with AI-Based Fraud Management solutions.
Discover the Webcast: https://bit.ly/359lsu9
The Ideal Approach to Application Modernization; Which Way to the Cloud?Codit
Determine your best way to modernize your organization’s applications with Microsoft Azure.
Want to know more? Don't hesitate to download our White Paper 'Making the Move to Application Modernization; Your Compass to Cloud Native': http://bit.ly/39XylZp
Unlock a Smarter Business with Digital Identity - Sylvia Vandevelde @CONNECT19Codit
Our world is becoming more digital and mobile every day. Customers are increasingly using online services for their banking, retail, and public service needs. But this increase also comes with a layer of digital challenges around privacy and security. How can you ensure that customers are able securely share their private information, so they can easily make online transactions?
AI as Driver of Transformation - Didier Ongena @CONNECT19Codit
During Didier his session you’ll discover how companies and partners that embrace AI will clearly create a competitive advantage and will grow at a faster pace than those who resist it. Future-orientated companies are already laying the foundations for this transformation, by conducting pilot projects and releasing AI applications for their daily operations. Of course, our technology evolves and we’re moving towards working with our partners and customers to create artificial intelligence that truly augments human capabilities.
Why your business needs an API driven strategy - Massimo Crippa @CONNECT19Codit
These days, every business is a digital business, undergoing a digital transformation. Digital transformation means that you must discover innovative ways to deliver products and services to your customers. Software - powered by APIs - delivers true value to businesses and allows them deliver exceptional digital experiences to their customers. In this session API expert Massimo Crippa will walk you through some use cases so you can gain a better understanding of how APIs are central to all organizations – no matter their size, industry, or location. You’ll also learn why APIs are not only a building block but are an essential part of your digital transformation.
Pushing the boundaries with IoT - Glenn Colpaert @CONNECT19Codit
With over 20 years’ experience in the field, Codit is helping customers get into Azure IoT Solution. New evolutions like Azure IoT Edge and Digital Twins are real game-changers for business and open up a whole range of new possibilities. Glenn will give a behind the curtains look on success stories, so you can get ideas about how IoT can be used for your business to drive revenue, discover new business models, and optimize business processes.
How to connect a 30-year-old car to the cloud (Sam Vanhoutte @Techorama 2018)Codit
Three of our colleagues had the crazy idea to participate in The Barrel Challenge, a six-day trip through Europe in a classic car. Over more than 3000 km, they traversed steep hills and snowy mountain passes, facing cold and other unexpected weather conditions.
We wouldn't be Codit if we didn't equip the car with various sensors and connect these to the cloud. We were able to track it at any moment and see its position, temperature, altitude and various other parameters. During this session, we will tell you the story on how we connected this car and give you a behind-the-curtain view on the technical architecture. Technologies that will be discussed are : Azure IoT, Edge connectivity, Stream Analytics and SignalR.
Building Modern Platforms on Microsoft Azure by Steef-Jan WiggersCodit
Agility is everything. To keep up with ever-changing customer demands, disruption and fierce competition, you want to invent, develop and deploy new ideas quickly and efficiently. If you want to explore new business models, build new applications, make them mobile or integrate with partners, choosing the right platform is crucial.
Codit believes that Microsoft Azure is the right platform. It enables you to quickly develop and deploy new applications. This growing, agile platform gives you the freedom to explore and experiment without financial risks.
The recently launched Microsoft IoT Central is a fully managed IoT SaaS solution that makes it easy to connect, monitor and manage your IoT assets at scale. It dramatically lowers the barriers of entry for companies looking to revolutionize their business with IoT.
We know there’s more than one approach when building an IoT Solution with the Microsoft Azure platform. With the recent arrival of Microsoft IoT Central, it’s important to determine whether you need a PaaS or SaaS offering.
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See how to accelerate model training and optimize model performance with active learning
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Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
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Autopilot per Studio Web
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Clipboard AI
GenAI applicata alla Document Understanding
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Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data
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Real time Analytics in IoT - Marcel Lattmann Codit Switzerland @.NET Day 2019
1. Real Time Data Analytics in IoT
From edge to cloud
Hi, I am Marcel, technical director of Codit Switzerland
1
marcel.lattmann@codit.swiss
Live from Zürich !
2. Connecting end to end
Connect things to the cloud
Cloud strategy & architecture
Automate business processes
Expose API’s
2
3. About Codit
3
2000 Belgium
2004 France
2013 Portugal
2016 Switzerland
2016 UK
2016 The Netherlands
2017 Malta
180
worldwide
Largest Microsoft
partner in Europe for
integration, API
management, IoT
and Azure Solutions
9. Architecture
9
IoT Hub
Time Series
Stream Analytics
Blob Storage
Logic Apps
Fine creation
Event Grid
Detect speeding cars
Detect
Suspected cars
Dashboard
Logic Apps
Alerting !
IoT Edge
10. 2. Time Series Insights : Data exploration
10
• Get near real-time
insights in seconds
• Start in seconds, scale in
minutes
• Create a global view of
your IoT-scale data
• Leverage the power of
Time Series Insights in
your Apps and Solutions
11. Architecture
11
IoT Hub
Time Series
Stream Analytics
Blob Storage
Logic Apps
Fine creation
Event Grid
Detect speeding cars
Detect
Suspected cars
Dashboard
Logic Apps
Alerting !
IoT Edge
12. Architecture
12
IoT Hub
Time Series
Stream Analytics
Blob Storage
Logic Apps
Fine creation
Event Grid
Detect speeding cars
Detect
Suspected cars
Dashboard
Logic Apps
Alerting !
IoT Edge
13. 3. Stream Analytics: in the cloud & on the edge
13
Presentation &
Action
Storage &
Batch Analysis
Stream
Analytics
Event Queuing
& Stream
Ingestion
Event
production
IoT Hubs
Applications
Archiving for long
term storage/
batch analytics
Real-time dashboard
Stream
Analytics
Automation to
kick-off workflows
Machine Learning
Reference Data
Event Hubs
Blobs
Devices &
Gateways PowerBI
14. Stream analytics on the edge
14
Camera simulator
Stream Analytics Display simulator
Cloud hub
Edge hub
"routes": {
"edge": "FROM /messages/modules/camera/outputs/*
INTO BrokeredEndpoint("/modules/traffic-speeding-detection-edge/inputs/iot-speed-events")",
"camera": "FROM /messages/modules/traffic-speeding-detection-edge/outputs/*
INTO BrokeredEndpoint("/modules/display/inputs/camera")",
"cloud": "FROM /messages/modules/camera/outputs/*
INTO $upstream"
}
15. Architecture
15
IoT Hub
Time Series
Stream Analytics
Blob Storage
Logic Apps
Fine creation
Event Grid
Detect speeding cars
Detect
Suspected cars
Dashboard
Logic Apps
Alerting !
IoT Edge
16. Architecture
16
IoT Hub
Time Series
Stream Analytics
Blob Storage
Logic Apps
Fine creation
Event Grid
Detect speeding cars
Detect
Suspected cars
Dashboard
Logic Apps
Alerting !
IoT Edge
17. 4. Structured data streaming: Azure Data Bricks
17
Optimized Databricks Runtime Engine
DATABRICKS I/O SERVERLESS
Collaborative Workspace
Cloud storage
Data warehouses
Hadoop storage
IoT / streaming data
Rest APIs
Machine learning models
BI tools
Data exports
Data warehouses
Azure Databricks
Deploy Production Jobs & Workflows
APACHE SPARK
MULTI-STAGE PIPELINES
DATA ENGINEER
JOB SCHEDULER NOTIFICATION & LOGS
DATA SCIENTIST BUSINESS ANALYST
18. Streaming pipeline
| readStream…load() creates
a streaming DataFrame, does
not start any computation
val input = spark.readStream
.format("json")
.load("source-path")
val output = input
.select(“clientid“, “querytime”)
.where(“querytime > 100")
output.writeStream
.format("json")
.start(“dest-path")
21. Continuous aggregations
| Continuously compute average query time
across all clients
input.avg(“querytime")
input.groupBy(“devicemake")
.avg(“querytime")
22. Continuous windowed aggregations
• Simplifies event-time stream processing (not possible in DStreams)
• Works in both, streaming and batch jobs
input.groupBy(
$“devicemake”,
window($“event-time”, “10 min”))
.avg(“querytime”)
23. Joining streams with static data
| Join streaming data from Kafka with static
dataset from JDBC source to enrich
streaming data
val kafkaDataset = spark.readStream
.kafka(“device-updates”)
.load()
val staticDataset = spark.read
.jdbc(“jdbc://”, “device-info”)
val joinedDataset =
kafkaDataset.join(
staticDataset, “devicemake”)
24. Architecture
25
IoT Hub
Time Series
Stream Analytics
Blob Storage
Logic Apps
Fine creation
Event Grid
Detect speeding cars
Detect
Suspected cars
Dashboard
Logic Apps
Alerting !
IoT Edge
25. Architecture
26
IoT Hub
Time Series
Stream Analytics
Blob Storage
Logic Apps
Fine creation
Event Grid
Detect speeding cars
Detect
Suspected cars
Dashboard
Logic Apps
Alerting !
IoT Edge
26. Takeaways
27
| Azure IoT Edge for connectivity & AI
close to the devices
| Azure IoT Hub as secure , high
performant service that connects it
all
| Data analytics options available
| Stream Analytics for quick starting and
easy query logic
| Azure Data Bricks as 1st class citizen for
streaming, machine learning and
translation
| Multiple data integration options
available
The value of IoT
is defined by the
data and
integration