IoT PaaS platforms help accelerate the delivery of IoT solutions. This deck outlines the various architectural patterns in IoT Cloud Platforms - A useful checklist to ascertain your own IoT Solution Architecture.
A Pragmatic Reference Architecture for The Internet of ThingsRick G. Garibay
We already know that the Internet of Things is big. It isn't something that's coming. It's already here. From manufacturing to healthcare, retail and hospitality, transportation, utilities and energy, the shift from Information Technology to Operational Technology and the value that this massive explosion of data can provide is taking the world by storm.
But IoT isn't a product. It's not something you can buy. As with any gold rush, snake oil abounds. The potential is massive and the good news is that the technology and platforms are already here!
But how do you get started? What are the application and networking protocols at play? How do you handle the ingestion of massive, real-time streams of data? Where do you land the data? What kind of insights does the data at scale provide? How do you make sense of it and/or take action on the data in real time scaling to hundreds if not hundreds of thousands of devices per deployment?
In this session, Rick G. Garibay will share a pragmatic reference architecture based on his experience working with dozens of customers in the field and provide an insider’s view on some real-world IoT solutions he's led. He'll demystify what IoT is and what it isn't, discuss patterns for addressing the challenges inherent in IoT projects and how the most popular public cloud vendors are already providing the capabilities you need to build real-world IoT solutions today.
A look at the end-to-end stack for Industrial IoT platforms, including some of the key issues and opportunities to manage at each layer of the solution. See https://Juxtology.com for more.
This presentation goes through several topics areas that are of specific interest in developing IoT Gateway solutions. IoT is a popular area of development that presents unique challenges like hardware and operating system selection, product life-cycle support and maintainability, software architectural solutions, connectivity, security, secure updates, and API availability. We discuss technologies and concepts like Hardware acceleration support, Linux kernel maintenance, Edge networking, LXC/Docker/KVM, Zigbee, 6loPAN, BLE, IoTivity, Allseen Alliance, SELinux and Trusted boot.
The aim of the presentation is to give an overview of the challenges in building an IoT Gateway and the Solutions available using Embedded Linux.
This presentation was delivered at LinuxCon Japan 2016 by Jim Gallagher
How do APIs and IoT relate? The answer is not as simple as merely adding an API on top of a dumb device, but rather about understanding the architectural patterns for implementing an IoT fabric. There are typically two or three trends:
Exposing the device to a management framework
Exposing that management framework to a business centric logic
Exposing that business layer and data to end users.
This last trend is the IoT stack, which involves a new shift in the separation of what stuff happens, where data lives and where the interface lies. For instance, it's a mix of architectural styles between cloud, APIs and native hardware/software configurations.
A Pragmatic Reference Architecture for The Internet of ThingsRick G. Garibay
We already know that the Internet of Things is big. It isn't something that's coming. It's already here. From manufacturing to healthcare, retail and hospitality, transportation, utilities and energy, the shift from Information Technology to Operational Technology and the value that this massive explosion of data can provide is taking the world by storm.
But IoT isn't a product. It's not something you can buy. As with any gold rush, snake oil abounds. The potential is massive and the good news is that the technology and platforms are already here!
But how do you get started? What are the application and networking protocols at play? How do you handle the ingestion of massive, real-time streams of data? Where do you land the data? What kind of insights does the data at scale provide? How do you make sense of it and/or take action on the data in real time scaling to hundreds if not hundreds of thousands of devices per deployment?
In this session, Rick G. Garibay will share a pragmatic reference architecture based on his experience working with dozens of customers in the field and provide an insider’s view on some real-world IoT solutions he's led. He'll demystify what IoT is and what it isn't, discuss patterns for addressing the challenges inherent in IoT projects and how the most popular public cloud vendors are already providing the capabilities you need to build real-world IoT solutions today.
A look at the end-to-end stack for Industrial IoT platforms, including some of the key issues and opportunities to manage at each layer of the solution. See https://Juxtology.com for more.
This presentation goes through several topics areas that are of specific interest in developing IoT Gateway solutions. IoT is a popular area of development that presents unique challenges like hardware and operating system selection, product life-cycle support and maintainability, software architectural solutions, connectivity, security, secure updates, and API availability. We discuss technologies and concepts like Hardware acceleration support, Linux kernel maintenance, Edge networking, LXC/Docker/KVM, Zigbee, 6loPAN, BLE, IoTivity, Allseen Alliance, SELinux and Trusted boot.
The aim of the presentation is to give an overview of the challenges in building an IoT Gateway and the Solutions available using Embedded Linux.
This presentation was delivered at LinuxCon Japan 2016 by Jim Gallagher
How do APIs and IoT relate? The answer is not as simple as merely adding an API on top of a dumb device, but rather about understanding the architectural patterns for implementing an IoT fabric. There are typically two or three trends:
Exposing the device to a management framework
Exposing that management framework to a business centric logic
Exposing that business layer and data to end users.
This last trend is the IoT stack, which involves a new shift in the separation of what stuff happens, where data lives and where the interface lies. For instance, it's a mix of architectural styles between cloud, APIs and native hardware/software configurations.
To view recording of this webinar please use the below URL:
http://wso2.com/library/webinars/2015/09/successful-industrial-iot-patterns/
By seeding Internet of Things devices and interconnecting the edge to Cloud services, teams create an opportunity to increase customer satisfaction, enhance customer loyalty, and more adeptly fulfill customer needs. By enabling your organization to intimately understand the end user experience, product limitations, and usage patterns, IoT and M2M helps you intelligently realize more efficient business processes, optimize product design, and reshape business models.
In this webinar, John Mathon will share insights into how enterprise organizations are extending their architecture, DevOps processes, and security policies to overcome today's IoT and M2M challenges and seize opportunity right now.
Using an Open Source RESTful Backend for IoT ApplicationsJan Liband
Presentation from IoT DevCon 2015 explaining how an open source RESTful backend can be used for IoT applications. Presented by Bill Appleton, DreamFactory CEO and co-founder.
Embedded systems are becoming interconnected and accessible via the internet. Gartner Group estimates there will be nearly 26 billion devices that make up the Internet of Things by 2020. This results in a massive variety of connected devices with varying security, reliability, and authentication requirements. Cost sensitivity also figures into the equation. This mix of requirements and costs require IoT developers to identify sensor, processor, and software solutions that address the requirements and hit required price points. Join us as IoT solution experts discuss sensors, connectivity, processors, platforms, and software for IoT applications and overview applications of IoT in various markets.
Watch for free on-demand http://ecast.opensystemsmedia.com/511
Eclipse kura in industry 4.0 david woodardEurotech
KURA is the open source Java and OSGi based Application Framework for M2M Service Gateways in the Eclipse IoT Working Group. Its purpose is to simplify the design, deployment and remote management of embedded applications.This presentation introduces Kura Wires, a new feature offering a Dataflow Programming Model suitable for Industry 4.0 solutions.
IoT Cloud Service & Partner IoT Solution harishgaur
Join this session to understand Oracle IoT Strategy and a phased approach to ROI with the Oracle Internet of Things Cloud Service, making IoT implementation straightforward, simple and effective. In this session, you will learn how the feature set will help you to quickly build IoT applications, connect and manage devices, configure and monitor security policies, manage and analyze massive amounts of data and integrate with your business processes and applications.
IoT Solutions Made Simple with Everyware IoTEurotech
Everyware IoT is the IoT architecture designed by Eurotech: it is flexible, end-to-end and open. Its building blocks are the Multi-service IoT Gateways, Everyware Software Framework (ESF), the Java OSGi software framework for IoT gateways and Everyware Cloud, the IoT integration platform.
Data, Big Data and real time analytics for Connected DevicesSrinath Perera
Internet of things paints a vivid picture of a possible reality that is both fascinating and imposing. However, few talk about the sensing and decision making infrastructure--the brain--that must be present with those devices. Underline decision framework needs to collect data, analyze them, compare and contrast with all data, and draw conclusions and arrive at decisions before humans at the other end notice the lag.
In talk will start with IoT reference architecture and will discuss Complex Event Processing (CEP) coupled with Lambda architecture as a underline decision framework for underline IoT scenario while drawing examples from several real-world scenarios. You will learn about design choices in building an IoT architecture, CEP, Hive, and Lambda architecture.
Topics to be covered:
The relationship between IoT and data, big data, and real-time analytics
Design choices in building an IoT architecture, CEP, Hive, and Lambda architecture
Internet of Things (IoT) has become ubiquitous and mainstream. You can well envision a future where everything - right from smart watch to smart car to home- would be interconnected to make human lives smarter and easier. The real opportunity lies in interpreting the data being churned out by these IoT devices and more importantly, bringing connected applications, scalable and smart products to the market, rapidly.
The IoT Cloud platforms enable you to integrate your application and solution with any device, anywhere; providing a reliable, seamless experience in the shortest time window.
Harbinger Systems hosted an informative webinar "IoT Cloud Platforms and Middleware for Rapid Application Development" on January 13, 2016. . Attendees gained insights on how to quickly ideate and develop IoT applications through cloud based platforms and middleware.
New Features for Mobile Device Management (MDM) With EntgraVichitra Godamunne
Entgra helps enterprises to use Enterprise Mobility Management (EMM) technology for managing remote device fleets securely. This presentation features an overview of the latest product developments.
Embien Technologies provides a complete IoT design services including device design, gateway design, cloud services and cloud analytics in many verticals such as healthcare, automotive, industrial, M2M, consumer, etc.
Our successful services includes Smart wearables, production management system, remote PLC management, cold truck management, smart flow metering, etc.
IoT Architecture - are traditional architectures good enough?Guido Schmutz
Independent of the source of data, the integration of event streams into an Enterprise Architecture gets more and more important in the world of sensors, social media streams and Internet of Things. Events have to be accepted quickly and reliably, they have to be distributed and analysed, often with many consumers or systems interested in all or part of the events. Dependent on the size and quantity of such events, this can quickly be in the range of Big Data. How can we efficiently collect and transmit these events? How can we make sure that we can always report over historical events? How can these new events be integrated into traditional infrastructure and application landscape?
Starting with a product and technology neutral reference architecture, we will then present different solutions using Open Source frameworks and the Oracle Stack both for on premises as well as the cloud.
Intelligent IoT gateway: pushing analytics at the edgeEurotech
The intelligent gateway for Internet of Things (IoT) is based on the principle of pushing as much computing to the edge as possible, removing the need to ship massive data to the cloud. Instead, essential data analytics, transformation, and routing occur at the gateway, triggering business rules that automate machine operations as well as back-end processes. In this presentation, Eurotech will present a reference architecture for IoT systems and some typical use cases.
L’IoT industriale e i vantaggi competitivi della trasformazione digitale Eurotech
L’Internet delle cose (IoT) è la manifestazione che la materia prima di questa nuova era sono i dati. I dati sono la nuova fonte d’innovazione e possono dare un nuovo slancio di competitività e sostenibilità alle imprese. Estraendo ed elaborando i dati da infrastrutture, macchinari, processi e prodotti, le aziende potranno diventare molto più efficienti e aumentare la soddisfazione dei clienti, perché saranno messe nelle condizioni di poter ridisegnare le catene di valore, i processi e i modelli di business. Per poter cogliere a pieno i vantaggi della trasformazione digitale che l’IoT produce, le organizzazioni avranno bisogno di raccogliere i dati provenienti dal mondo operativo (mondo OT) in cui i dati vengono generati e connetterli al mondo IT, ovvero la da dove i dati verranno usati.
Per far sì che i tempi ed i costi di un’implementazioni IoT siano contenuti, l’architettura del sistema va, rispetto al passato, drasticamente semplificata e l'integrazione OT-IT va realizzata attraverso componenti software e standard industriali che garantiscano la scalabilità e l’interoperabilità. Durante la presentazione verrà illustrata l’architettura di riferimento alla base di tutte le applicazioni IoT ed alcuni casi implementativi reali.
Creator Ci40 IoT kit & Framework - scalable LWM2M IoT dev platform for businessPaul Evans
Delivering a scalable open-source IoT frameworks that fits your business needs can be challenging. Meet the Creator IoT-in-a-box development platform. Hardware and software delivering a complete end-to-end open-source IoT framework, designed to fit the needs of businesses looking integrate IoT solutions, right off-the-shelf. Beyond simply connecting a single device to your phone, businesses need to be able to securely scale and inter-operate with existing equipment. Using open standards such as LWM2M and IPSO objects in a secure environment, over multiple radio standards such as Wi-Fi, Bluetooth, 802.15.4 and many others for that matter, is fast becoming a must for commercial operations who need to own their own destiny and future-proof their solutions. Find out more about the Creator Ci40 IoT-in-a-box development kits and open source Creator IoT framework with this presentation.
http://www.opitz-consulting.com
In this session our experts and Oracle ACE Directors Danilo Schmiedel and Torsten Winterberg have presented an in-depth discussion of Oracles new Internet of Things (IoT) Cloud Service from an architectural perspective. They have presented a reference architecture that also includes Oracles Integration, Process, Big Data, and Mobile Cloud Services. During the session they have demonstrated highlights and lessons learned from their first implementations with IoT Cloud Service.
The core of the story has been a live demo showing the development of a vending machine case. The vending machine is simulated by a Pi, which calls the IoT cloud, routes data to BI cloud and some ERP in the cloud. The way back is initiated by an iBeacon placed on the vending machine, which triggers a mobile app that simulates payment and talks via IoT Cloud directly with the vending machine to complete the purchase.
http://www.opitz-consulting.com
To view recording of this webinar please use the below URL:
http://wso2.com/library/webinars/2015/09/successful-industrial-iot-patterns/
By seeding Internet of Things devices and interconnecting the edge to Cloud services, teams create an opportunity to increase customer satisfaction, enhance customer loyalty, and more adeptly fulfill customer needs. By enabling your organization to intimately understand the end user experience, product limitations, and usage patterns, IoT and M2M helps you intelligently realize more efficient business processes, optimize product design, and reshape business models.
In this webinar, John Mathon will share insights into how enterprise organizations are extending their architecture, DevOps processes, and security policies to overcome today's IoT and M2M challenges and seize opportunity right now.
Using an Open Source RESTful Backend for IoT ApplicationsJan Liband
Presentation from IoT DevCon 2015 explaining how an open source RESTful backend can be used for IoT applications. Presented by Bill Appleton, DreamFactory CEO and co-founder.
Embedded systems are becoming interconnected and accessible via the internet. Gartner Group estimates there will be nearly 26 billion devices that make up the Internet of Things by 2020. This results in a massive variety of connected devices with varying security, reliability, and authentication requirements. Cost sensitivity also figures into the equation. This mix of requirements and costs require IoT developers to identify sensor, processor, and software solutions that address the requirements and hit required price points. Join us as IoT solution experts discuss sensors, connectivity, processors, platforms, and software for IoT applications and overview applications of IoT in various markets.
Watch for free on-demand http://ecast.opensystemsmedia.com/511
Eclipse kura in industry 4.0 david woodardEurotech
KURA is the open source Java and OSGi based Application Framework for M2M Service Gateways in the Eclipse IoT Working Group. Its purpose is to simplify the design, deployment and remote management of embedded applications.This presentation introduces Kura Wires, a new feature offering a Dataflow Programming Model suitable for Industry 4.0 solutions.
IoT Cloud Service & Partner IoT Solution harishgaur
Join this session to understand Oracle IoT Strategy and a phased approach to ROI with the Oracle Internet of Things Cloud Service, making IoT implementation straightforward, simple and effective. In this session, you will learn how the feature set will help you to quickly build IoT applications, connect and manage devices, configure and monitor security policies, manage and analyze massive amounts of data and integrate with your business processes and applications.
IoT Solutions Made Simple with Everyware IoTEurotech
Everyware IoT is the IoT architecture designed by Eurotech: it is flexible, end-to-end and open. Its building blocks are the Multi-service IoT Gateways, Everyware Software Framework (ESF), the Java OSGi software framework for IoT gateways and Everyware Cloud, the IoT integration platform.
Data, Big Data and real time analytics for Connected DevicesSrinath Perera
Internet of things paints a vivid picture of a possible reality that is both fascinating and imposing. However, few talk about the sensing and decision making infrastructure--the brain--that must be present with those devices. Underline decision framework needs to collect data, analyze them, compare and contrast with all data, and draw conclusions and arrive at decisions before humans at the other end notice the lag.
In talk will start with IoT reference architecture and will discuss Complex Event Processing (CEP) coupled with Lambda architecture as a underline decision framework for underline IoT scenario while drawing examples from several real-world scenarios. You will learn about design choices in building an IoT architecture, CEP, Hive, and Lambda architecture.
Topics to be covered:
The relationship between IoT and data, big data, and real-time analytics
Design choices in building an IoT architecture, CEP, Hive, and Lambda architecture
Internet of Things (IoT) has become ubiquitous and mainstream. You can well envision a future where everything - right from smart watch to smart car to home- would be interconnected to make human lives smarter and easier. The real opportunity lies in interpreting the data being churned out by these IoT devices and more importantly, bringing connected applications, scalable and smart products to the market, rapidly.
The IoT Cloud platforms enable you to integrate your application and solution with any device, anywhere; providing a reliable, seamless experience in the shortest time window.
Harbinger Systems hosted an informative webinar "IoT Cloud Platforms and Middleware for Rapid Application Development" on January 13, 2016. . Attendees gained insights on how to quickly ideate and develop IoT applications through cloud based platforms and middleware.
New Features for Mobile Device Management (MDM) With EntgraVichitra Godamunne
Entgra helps enterprises to use Enterprise Mobility Management (EMM) technology for managing remote device fleets securely. This presentation features an overview of the latest product developments.
Embien Technologies provides a complete IoT design services including device design, gateway design, cloud services and cloud analytics in many verticals such as healthcare, automotive, industrial, M2M, consumer, etc.
Our successful services includes Smart wearables, production management system, remote PLC management, cold truck management, smart flow metering, etc.
IoT Architecture - are traditional architectures good enough?Guido Schmutz
Independent of the source of data, the integration of event streams into an Enterprise Architecture gets more and more important in the world of sensors, social media streams and Internet of Things. Events have to be accepted quickly and reliably, they have to be distributed and analysed, often with many consumers or systems interested in all or part of the events. Dependent on the size and quantity of such events, this can quickly be in the range of Big Data. How can we efficiently collect and transmit these events? How can we make sure that we can always report over historical events? How can these new events be integrated into traditional infrastructure and application landscape?
Starting with a product and technology neutral reference architecture, we will then present different solutions using Open Source frameworks and the Oracle Stack both for on premises as well as the cloud.
Intelligent IoT gateway: pushing analytics at the edgeEurotech
The intelligent gateway for Internet of Things (IoT) is based on the principle of pushing as much computing to the edge as possible, removing the need to ship massive data to the cloud. Instead, essential data analytics, transformation, and routing occur at the gateway, triggering business rules that automate machine operations as well as back-end processes. In this presentation, Eurotech will present a reference architecture for IoT systems and some typical use cases.
L’IoT industriale e i vantaggi competitivi della trasformazione digitale Eurotech
L’Internet delle cose (IoT) è la manifestazione che la materia prima di questa nuova era sono i dati. I dati sono la nuova fonte d’innovazione e possono dare un nuovo slancio di competitività e sostenibilità alle imprese. Estraendo ed elaborando i dati da infrastrutture, macchinari, processi e prodotti, le aziende potranno diventare molto più efficienti e aumentare la soddisfazione dei clienti, perché saranno messe nelle condizioni di poter ridisegnare le catene di valore, i processi e i modelli di business. Per poter cogliere a pieno i vantaggi della trasformazione digitale che l’IoT produce, le organizzazioni avranno bisogno di raccogliere i dati provenienti dal mondo operativo (mondo OT) in cui i dati vengono generati e connetterli al mondo IT, ovvero la da dove i dati verranno usati.
Per far sì che i tempi ed i costi di un’implementazioni IoT siano contenuti, l’architettura del sistema va, rispetto al passato, drasticamente semplificata e l'integrazione OT-IT va realizzata attraverso componenti software e standard industriali che garantiscano la scalabilità e l’interoperabilità. Durante la presentazione verrà illustrata l’architettura di riferimento alla base di tutte le applicazioni IoT ed alcuni casi implementativi reali.
Creator Ci40 IoT kit & Framework - scalable LWM2M IoT dev platform for businessPaul Evans
Delivering a scalable open-source IoT frameworks that fits your business needs can be challenging. Meet the Creator IoT-in-a-box development platform. Hardware and software delivering a complete end-to-end open-source IoT framework, designed to fit the needs of businesses looking integrate IoT solutions, right off-the-shelf. Beyond simply connecting a single device to your phone, businesses need to be able to securely scale and inter-operate with existing equipment. Using open standards such as LWM2M and IPSO objects in a secure environment, over multiple radio standards such as Wi-Fi, Bluetooth, 802.15.4 and many others for that matter, is fast becoming a must for commercial operations who need to own their own destiny and future-proof their solutions. Find out more about the Creator Ci40 IoT-in-a-box development kits and open source Creator IoT framework with this presentation.
http://www.opitz-consulting.com
In this session our experts and Oracle ACE Directors Danilo Schmiedel and Torsten Winterberg have presented an in-depth discussion of Oracles new Internet of Things (IoT) Cloud Service from an architectural perspective. They have presented a reference architecture that also includes Oracles Integration, Process, Big Data, and Mobile Cloud Services. During the session they have demonstrated highlights and lessons learned from their first implementations with IoT Cloud Service.
The core of the story has been a live demo showing the development of a vending machine case. The vending machine is simulated by a Pi, which calls the IoT cloud, routes data to BI cloud and some ERP in the cloud. The way back is initiated by an iBeacon placed on the vending machine, which triggers a mobile app that simulates payment and talks via IoT Cloud directly with the vending machine to complete the purchase.
http://www.opitz-consulting.com
Finding a scalable open-source IoT framework that reliably and securely connects your devices to the cloud while fitting your business needs, not dictating them, turns out to be a little more challenging than it first looks.
For a business or professional service, an IoT system needs to be able to offer four things
1) Scalability
Be able to scale the solution in a manner that doesn't have operating costs/bandwidth run out of control.
2) Be secure
Operate in a secure environment that prevents the system losing date or being hi-jacked.
3) Use open-standards throughout
Be based on open-source standards to avoid proprietary lock-in and allow the business to control its own destiny, contribute, collaborate, partner or quickly and easily find help in the community, if required.
4) Manage & Inter-operate
The framework must allow that allow remote day-to-day device management and interoperability with other sensors & systems
Find out more about how the Creator IoT Framework meets these challenges
Identity for IoT: An Authentication Framework for the IoTAllSeen Alliance
John Bradley, Ping Identity, gave this presentation at the AllSeen Alliance's Partner Programme at Mobile World Congress 2015.
About Ping Identity: Ping Identity provides next-generation identity security solutions. With more than 1,200 enterprise customers worldwide, including half of the Fortune 100, Ping Identity delivers professional-grade identity security solutions that meet the needs of organizations managing workforce, customer, and partner identities. Identity at Internet scale is a concept that will be required as the industry builds services that encompass billions of connected devices and identities.
IoT Architecture - Are Traditional Architectures Good Enough or do we Need Ne...Guido Schmutz
Independent of the source of data, the integration of event streams into an Enterprise Architecture gets more and more important in the world of sensors, social media streams and Internet of Things. Events have to be accepted quickly and reliably, they have to be distributed and analysed, often with many consumers or systems interested in all or part of the events. Dependent on the size and quantity of such events, this can quickly be in the range of Big Data. How can we efficiently collect and transmit these events? How can we make sure that we can always report over historical events? How can these new events be integrated into traditional infrastructure and application landscape?
Starting with a product and technology neutral reference architecture, we will then present different solutions using Open Source frameworks and the Oracle Stack both for on premises as well as the cloud.
A reference architecture for the internet of thingsCharles Gibbons
A reference architecture for the internet of things: including Devices, Protocols, massively Distributed Service Layer, Business Support Systems, Channels, Device Management and Identity Management.
IOT is connecting every physical object in the world using wireless technologies to track and control them from every where in the world...Every object is uniquely identified using ip addresses(IPv6)
Presentation used during SAP Tech days 2018 in Tokyo during a joint presentation between Hortonworks & Vupico represented by myself, what to think when implementing an IoT strategy. Why use Fog / Edge computing, showcased in a fun use case that I built: a cocktail machine built using raspberry pies with AndroidThings, cameras, TensorFlow lite, Mobilenet 1.0, peristaltic pumps and orchestrated by NiFi.
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.
Develop a portal to manage your IoT Hub solutionMarco Parenzan
Azure IoT Hub allows you to transform your embedded devices into the IoT devices. Azure with portal and CLI allows you to manage the lifetime of your devices, but only if you are an expert and experienced in Azure. How can your customer, for which you have developed the solution, manage the solution independently?
In this session, we will start from the principles of the IoT Hub about the configuration and management of device lifetime. We will look into the APIs and tools for managing IoT Hub. We'll talk a little bit about telemetry and its meaning. Then we will start building a portal in ASP.NET to manage everything. And in the end we will talk about multitenancy and what it means to sell (from the technical side) IoT solutions to several customers.
Moderator:
Chris Grundemann, Network Automation Forum
Speakers:
Jeff Loughridge, Konekti Systems
Mark Ciecior, Carrier Access IT
William Collins, Alkira
Master-Master Replication and Scaling of an Application Between Each of the I...vsoshnikov
Solutions to the problem of gathering and processing data in large-scale wireless sensor networks in the industrial IoT.
The rapid growth of wireless SCADA networks based on technologies like LoRa and 6LoWPAN has given birth to the problem of gathering and processing data from thousands of sensors and replicating this data to the cloud and to devices based on ARMv7+.
This report addresses ways and methods of solving this problem, including solutions for low-speed gateways and devices in industrial IoT networks.
The fascinating world of Internet of Things is so huge that it cannot be fully described in one session. But you can start your adventure. Presentation of IoT Hub, reference architecture, fast review of a few ready solutions and interaction with MXChip IoT DevKit.
In the Internet of things, data and commands between things and servers are sent as streams of events, which are often aggregated and processed to provide up to date information to end users. Because of this, CQRS and Event Sourcing patterns are a natural fit for IoT applications. In this presentation we provide an overview of these patterns, how they apply to IoT applications and their benefits. A prototype application of Event Sourcing is then demonstrated using the Sense Tecnic FRED platform based on Node-RED - a data flow programming tool for wiring up the internet of things
Manage your devices with Azure IoT...and moreMarco Parenzan
Uno dei vantaggi nell'adottare il servizio Azure IoT Hub è quello di poter gestire il ciclo di vita dei dispositivi IoT.
Parleremo del registro dei dispositivi, dell'identità dei identità, con chiavi simmetriche o certificati, o TPM. E parleremo di moduli.
Parleremo di procedure di provisioning per gestire lotti di device da implementare.
E parleremo anche di device complessi quali i gateway per gestire elaborazione locale con Azure IoT Edge.
Similar to Architectural Patterns in IoT Cloud Platforms (20)
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
3. Why patterns?
§ Understand the recurring nature of design problems in IoT.
§ Capture essential aspects of a successful IoT implementation.
§ Reuse components to accelerate your solution development.
§ Understand feature-parity and differentiators across various IoT platforms.
§ Checklist to validate architectural readiness of your solution.
‘An architectural pattern is a general, reusable solution to a
commonly occurring problem in software architecture
within a given context…’
4. Patterns we’ve observed…
Patterns Patterns
1. Edge Connectivity Patterns 7. COTA
2. Device Identity & Enrollment 8. FOTA
3. Brokered Communication 9. Virtual Device Representation
4. Control Plane 10. Stream Processing
5. Heartbeat 11. Telemetry Ingestion
6. Unified Endpoint Management 12. Event-Driven Micro Services
* Not claimed to be an exhaustive list, as the domain is rapidly evolving. :)
5. Personal
Area
Networks
Pattern 1: Edge-Connectivity Patterns
Smart IP Capable
Devices
IoT Field
Gateway
PAN and Low
Power Devices
Custom
Cloud
Gateway
(Protocol
Translation)
Legacy IP Capable
Devices
IoT Cloud
Gateway
IP-Capable But
Low Compute
Legacy IP
Capable Devices
IoT Cloud Backend >><< Field / WAN
A
B
C
Proprietary IP
Capable Devices
6. Pattern 1A: IoT ‘Cloud Gateway’
§ Termination for IoT Protocols:
§ MQTT, AMQP
§ Web Sockets, BSD Sockets…
§ Terminate Persistent, Transport-
layer, Device Connections.
§ Secure Tunnel for Data in Motion:
§ TLS / SSH / IPSec.
§ Enforce Security Safeguards:
§ Firewalls, DDOS, Rate Limits.
§ Authorization and Admission-
Controls for Devices.
§ Access Policy Enforcement:
§ Permission to Topics, Queues…
§ Tenant Metering:
§ Enforce Quotas and Throughput.
§ Horizontally Scalable:
§ Support Millions of Devices.
§ TCP / HTTP Load Balancing.
§ Process Per Connection
§ Thread Per Connection
§ Non-blocking IO.
7. Pattern 1B: IoT ‘Field Gateway’
When Applicable?
§ Devices Without a TCP/IP Stack:
§ PAN Protocols
§ BT, ZigBee, Z-Wave, ModBus, I2C.
§ Devices with Low Compute Power:
§ No support for tunnels or crypto.
§ Legacy Devices With IP Stack:
§ Without Support for IoT Protocols.
§ SNMP Managed Devices…
§ How do they hook to IoT Cloud?
Primary Responsibilities…
§ Support Near-field PAN Protocols,
RS 232, RS 485 Interfaces.
§ Edge Filtering, Data Shaping, Data
Aggregation, Edge Analytics!
§ Monitor Sensor & Actuator Health.
§ Localized ‘Control Loops’:
§ Local Decision Tree.
§ Provide A Secure Tunnel to the
IoT Cloud Gateway.
10. Pattern 2: Device Enrollment Patterns
§ ‘Foundry Assisted’ Enrollment:
§ Keys + Certs Embedded During
The Firmware Build Process.
§ ‘Factory Assisted’ Enrollment:
§ Keys + Certs Embedded at Unit
Manufacturing Time.
§ ‘Provider Assisted’ Enrollment:
§ Using TPM or UUID.
§ JIT Enrollment at First Boot.
§ ‘User Assisted’ Enrollment:
§ Unit Deployment Time.
§ Companion App (BT, WiFi).
§ Companion Web Interface.
11. Pattern 2A: Foundry Assisted Enrollment
Certificate
Authority
Firmware Build
Process
Device
Client Certificate,
Private Key
4. Out of Band
Installation of
Certificate
(Burning the
Standard Firmware)
2. Request Certificate
(CSR)
1. Generate Key Pair and CSR
3. Issue
Certificate
• Same keys & certificates across all devices!
• File system based key-store.
• MCU - JTAG fuse blown after burning the firmware.
• Certificate lifecycle management?
• Anti-pattern?
12. Device
Pattern 2B: Factory Assisted Enrollment
Certificate
Authority
Factory Buildout
Process
Client Certificate,
Private Key
4. Out of Band
Installation of a
Unique Certificate
During the Build-
out of Each Unit.
2. Request Certificate
(Public Key, CSR)
1. Generate Key Pair and CSR
3. Issue
Certificate
• Unique Key-Pair for Each Device.
• Complicates the manufacturing process!
• File system based key-store?
• MCU - JTAG fuse blown after burning the key and device certificate.
• Certificate lifecycle management?
14. Device
Pattern 2D: User Assisted Enrollment
Enrollment
API
Client Certificate,
Private Key 6. Request Certificate
(CSR)
7. Issue Client
Certificate
3. Enrollment Request
(User Creds, Fingerprint, CSR)
Certificate
Authority
8. Enrollment Response
(Client Cert)
Companion App
Directory
Service
1. Generate Key Pair, CSR
2. PAN
Pairing
4. Verify User
Credentials
5. Verify
Fingerprint
Device
Registry
• Not a ‘Headless’ Enrollment Mechanism!
• Companion App used to Validate User Identity Before Device Enrollment.
• Client Certificates Transferred to the Device Over a Local PAN Interface (Bluetooth)
15. Pattern 3: Brokered Communication Model
§ Communication Models:
§ Request-Response
§ Need a Bi-directional Asynchronous Communication Model.
§ Decoupling of Parties is a Critical Requirement.
§ Durable Messaging Queue / Pub-Sub / Service Bus:
§ Accommodate ‘Latency Mismatch’ Between Producers and Consumers.
§ Primary Messaging Backbone within most IoT Cloud Platforms.
§ Message Delivery Semantics:
§ At most once / At least once / Exactly once.
§ Ordered vs Unordered Delivery.
16. Pattern 4: Device Control Plane
§ Polling by Device – Inefficient!
§ Need a Push-based Mechanism.
§ Push Commands & Notifications.
§ Intermittent Device Connectivity:
§ Hibernation > Power Conservation.
§ Choppy WAN Connectivity.
§ ‘Inbox’ Pattern for Offline Devices.
§ Typically Uses:
§ At Least Once Delivery Semantics.
§ Highest QoS Level.
§ Target Addressing Modes:
§ Unicast (Device UUID).
§ Multicast (Tags or Device Groups).
§ Broadcast (All Tenant Devices).
17. Pattern 5: Device Heartbeat
§ Would the TCP Keep-Alive Mechanism Suffice?
§ An Optional Feature in TCP. Some Hosts Do Not Implement It.
§ Off By Default.
§ Would a Application-layer Protocols Suffice?
§ MQTT => Keep Alive with PING => LWT Notifications
§ Keep-Alive Implementation at the Application Layer:
§ Periodic Call Home.
§ Piggyback Real-time Health Information of the Device + Device Fingerprint.
§ Notify Application When Devices go Offline:
§ Ex: No Heartbeat for 5 mins.
19. Pattern 7: Configuration Over the Air (COTA)
§ Schema-Driven Configuration Management:
§ Schema Definition and Versioning.
§ Ex - Apache Avro.
§ Layered Configuration:
§ Default Configuration Upon Enrollment.
§ Override with Tag-specific Configuration (Logical Device Groups).
§ Override with Device-specific Configuration (Based on User Identity etc).
§ Configuration Push Mechanism:
§ Exchange Configuration Master Frames.
§ Exchange Deltas Only.
20. Pattern 8: Firmware Over the Air (FOTA)
§ Why?
§ Move Fast and Break Things!
§ Shorter Time to Market
§ Granularity of Updates:
§ Root FS + Boot FS
§ Application Layer Only
§ Application Dependencies
§ Planning Firmware Images:
§ Ensuring ‘Brick-safe’ Rollouts
§ Checksums / HMAC
§ Well Defined Versioning Scheme
§ Chunked Transfers
§ Silent vs Assisted
§ Process:
§ Canary Releases
§ Automatic Roll Back Capability
§ Efficient ‘Delta’ Mechanism:
§ Ubuntu Snappy Core (Snaps)
§ Container Deltas (Layers)
21. Silently Propagate
Desired State
Pattern 9: Virtual Device Representation
§ How Cloud App interacts with device?
§ Push Command > Modify Device State.
§ Receive Confirmations Asynchronously.
§ Async paradigms increase Cloud
application complexity.
§ Can we have simpler ‘device abstraction’
visible to your cloud applications?
§ Virtual Devices in the Cloud:
§ State of IO Pins and Flags on Device.
§ Represented as JSON / Cloud Object.
§ Silent State Synchronization.
Last Known State
Desired State
Delta
Client SDK
Cloud Application
Physical Reality
Virtual Device
Representation (Cloud)
‘Instate’ the
Desired State on
the Device
22. Pattern 10: Stream Processing
§ Hot Path!
§ Why?
§ Identify Real-time Events
§ Generate Actions & Alerts
§ Metering & Analytics
§ Nature of Streaming Data:
§ JSON, CSV, TSV, XML
§ High Volume
§ High Velocity
§ Consume Secondary Streams
§ Service Considerations:
§ HA of the Streaming Service
§ High Performance: Sub-1-second
§ Data Resilience
§ Used For…
§ Data Cleansing.
§ Range Normalization
§ Linearization
§ Sensor Temperature Drift
§ Sensor Hysteresis
§ Schema Normalization
§ Control Decisions & Thresholds
§ Data Aggregation
§ Interleaving Contextual Data
23. Pattern 10: Stream Processing
IFTT Paradigm:
IF <condition>
THEN <do something>
Compute Topology:
SQL / DSL Paradigm:
SELECT color AS red
WHERE furnace.temp > 112
FROM ’path/topic'
Examples:
§ AWS IoT Rules Engine
§ AWS Kinesis + KCL
§ Apache Kafka + Storm
24. Pattern 11: Telemetry Ingestion
§ Cold Path!
§ Remember Everything
§ Why?
§ Offline Analytics
§ Predictive Maintenance Alerts
§ Retroactive Insights
§ Big Data Stores:
§ Durable, Replicated, Distributed
§ Sliding Window or Time Series
§ Micro-Batching: Load Stream to Store
§ Examples:
§ Kinesis > FireHose > Redshift
§ Hadoop & MapReduce
25. Pattern 12: Event-Driven Micro Services
§ Server-less Architecture:
§ AWS Lambda Functions
§ Invoke ‘Stateless Functions’ On-Demand
§ No Capacity Planning, No Cloud Ops!
§ Lambda Function Encapsulates Connectors For:
§ Enterprise Application Integration
§ Third-party Micro Services
§ Notification Services
Bare Metal
Virtual Machines
Containers
Lambda Functions
Evolution…
26. Next?
§ Discover More Patterns…
§ Notifications, Analytics
§ Machine Learning
§ CloudOps and IoT Ops
§ Formal Abstractions…
§ Fear of PaaS Lock-In?
§ Provider-agnostic Baseline APIs
for IoT PaaS.
§ Commoditization enables easier
‘Lift-and-Shift’ between Providers.
§ We’ve seen this happen before in
POSIX and IaaS!