This document provides an overview of the book "IoT Fundamentals: Networking Technologies, Protocols, and Use Cases for the Internet of Things" by David Hanes, Gonzalo Salgueiro, Patrick Grossetete, Robert Barton, and Jerome Henry. The book covers core IoT technologies including networking, protocols, and use cases. It is published by Cisco Press and copyrighted in 2017.
The Constrained Application Protocol (CoAP) is a RESTful web transfer protocol for resource-constrained networks and nodes. CoAP uses a simple binary message format carried over UDP that supports asynchronous messaging with optional message confirmation and retransmission. CoAP supports features like GET, POST, PUT, DELETE methods, URIs, content formats and codes that are similar to HTTP but optimized for constrained nodes and networks.
This document discusses machine-to-machine (M2M) communication and its differences from the Internet of Things (IoT). It also describes software-defined networking (SDN) and network function virtualization (NFV) and their potential applications to IoT. M2M uses local area networks with proprietary protocols while IoT connects devices globally using IP. SDN separates the control plane from the data plane to simplify network management while NFV virtualizes network functions on commodity servers.
DevOps is an increasingly useful tool for achieving business objectives, enabling your teams to work together to improve the efficiency and quality of software delivery. However, despite its growing popularity, there is still a lack of clarity over what DevOps actually means, how organizations should do it and what's the best way to get started.
DevOps 101 takes a brief look at the history of DevOps, why it started, what problems it is intended to solve and how you can start implementing it.
The slides were delivered by James Betteley, Head of Education at the DevOpsGuys in a one-hour webinar. The full recording is available here - https://youtu.be/4gC3WpbetKs?t=2s
James has spent the last few years neck-deep in the world of DevOps transformation, helping a wide range of organizations optimize the way they collaborate to deliver better software, faster. James was joined by Elizabeth Ayer, Portfolio Manager, from Redgate Software. Elizabeth looks after a range of Redgate products that help teams extend their DevOps practices to SQL Server databases.
For more information visit www.devopsguys.com and www.red-gate.com
High level overview of CoAP or Constrained Application Protocol. CoAP is a HTTP like protocol suitable for constrained environment like IoT. CoAP uses HTTP like request response model, status code etc.
This document provides an introduction to IoT security. It discusses key components of IoT including sensors, actuators, microcontrollers, communication capabilities, and identification. The document outlines the ITU-T IoT reference model and describes security challenges at different levels including devices, fog networks, core networks, and data centers. It also discusses common IoT security issues such as unpredictable behavior, device similarity, problematic deployments, lack of upgrades, and lack of transparency. Finally, the document summarizes common IoT security tools including encryption, passwords, hardware security modules, two-factor authentication, and public key infrastructure certificates.
This document provides tips and best practices for creating effective PowerPoint presentations. It discusses formatting slides appropriately for the audience, focusing content, using visuals like charts and media, proper use of animations and transitions, and delivery methods. Tips are provided for different types of presentations like speaker-led, self-running, and interactive presentations. Factors like audience size and knowledge, as well as content creation, text formatting, use of images, videos and naming conventions are also covered.
constrained application protocol(CoAP) is a specialized web transfer protocol for use with constrained networks in internet of things and constrained devices such as microcontrollers.
The document discusses the architecture of the Internet of Things (IoT). It describes the IoT as a network of physical objects embedded with sensors that can collect and exchange data. The document outlines the history and development of IoT and describes its layered architecture which includes device, network, service, and application layers. It provides examples of current and potential IoT applications in various sectors and discusses security and privacy issues regarding connected devices.
This document discusses IoT networking and quality of service (QoS) for IoT networks. It begins by describing the characteristics of IoT devices such as low processing power, small size, and energy constraints. It then discusses enabling the classical Internet for IoT devices through standards developed by the IETF, including 6LoWPAN, ROLL, and CoRE. CoRE provides a framework for IoT applications and services discovery. The document concludes by examining policies for QoS in IoT networks to guarantee intended service, covering resource utilization, data timeliness, availability, and delivery.
6LoWPAN allows the use of IPv6 over low-power wireless networks. It compresses IPv6 packet headers to accommodate the small packet sizes of low-power wireless standards like 802.15.4. 6LoWPAN finds applications in home automation, healthcare, industrial automation, and environmental monitoring. It defines adaptations for addressing, forwarding, routing, header compression, and security to enable IPv6 connectivity over low-power wireless networks. Implementations of 6LoWPAN exist in open-source operating systems like Contiki and TinyOS, as well as commercial solutions.
LoRaWAN is an open standard for wireless communication targeted at low-power wide-area networks. It uses a proprietary radio protocol called LoRa to allow long-range communication at low bit rates. LoRaWAN defines the communication protocols and system architecture for end devices, gateways, and network servers. Key entities include end devices that communicate with gateways, network servers that coordinate communication, and application servers that interface with end user applications. [END SUMMARY]
The document discusses the key features and architecture of the Internet of Things (IoT). It describes IoT as connecting physical devices through sensors and software to collect and exchange data over networks. The key features discussed are artificial intelligence, interconnectivity, distributed processing, heterogeneity, interoperability, scalability, security, and dynamic changes. The basic IoT architecture includes sensor networks, gateways, and communication technologies to connect devices. Sensor networks gather data from various sensors, while gateways act as an interface between sensor networks and cloud/application services. Common wireless technologies enabling IoT device connectivity include RFID, WLAN, and short-range wireless protocols.
The document provides an introduction to IoT including definitions, characteristics, genesis, applications and challenges. It describes the physical design of IoT including IoT devices, protocols, and the generic block diagram of an IoT device. It also describes the logical design including IoT functional blocks, communication models like publish-subscribe, request-response, levels of IoT deployment from level 1 to 6, and enabling technologies.
This document discusses analytics for IoT and making sense of data from sensors. It first provides an overview of Innohabit Technologies' vision and products related to contextual intelligence platforms, machine learning analytics, and predictive network health analytics. It then discusses how analytics can help make sense of the endless sea of data from IoT sensors, highlighting key applications of analytics in areas like industrial IoT, smart retail, autonomous vehicles, and more. The benefits of analytics adoption in industrial IoT contexts include optimized asset maintenance, production operations, supply chain management, and more.
The document provides an overview of an IoT reference architecture, describing its key views and functional groups. The functional view breaks the system into functional components including device and application functions, communication functions, IoT services, virtual entities, process management, service organization, security, and management. Each functional group contains functional components that address things like sensing, actuation, networking, service discovery, composition and orchestration, identity, authentication, authorization, and system administration. The views help address the concerns of different stakeholders and reduce complexity by focusing on specific areas.
Business models for business processes on IoTFabMinds
The document discusses business models for business processes on the Internet of Things. It covers key topics like IoT applications, business models, value creation using IoT, and business model scenarios for IoT. Business models need innovation to adapt to new customer access and interactions enabled by technologies like cloud computing and mobile communications. Value is created on IoT through addressing emergent needs, information convergence, and recurrent revenue from networked products. Example business model scenarios for IoT leverage data from multiple sources like sensors, M2M, and open data.
The document provides an overview of an IoT reference model, including its domain model, information model, functional model, and communication model. The domain model describes key concepts like devices, sensors, actuators, tags, and their relationships. The information model further captures details about virtual entities. The functional model outlines groups including device, communication, service, management and security functions. The communication model addresses safety, privacy, trust and security considerations for IoT systems.
IPv6 addresses are 128-bit addresses used to identify nodes in an IPv6 network. They are conventionally written in hexadecimal colon notation, divided into eight sections of four hexadecimal digits each. IPv6 addresses have a hierarchical structure, with the type prefix in the first bits indicating the address category such as unicast, multicast, anycast, reserved, or local. Unicast addresses are used to identify a single interface, multicast for groups of interfaces, and anycast to select the nearest available node in a group.
The document discusses the User Datagram Protocol (UDP). It provides the following key points:
- UDP is an alternative to TCP that offers a limited connectionless datagram service for delivery of messages between devices on an IP network. It does not guarantee delivery, order of packets, or duplicate protection like TCP.
- UDP is commonly used for applications that require low latency and minimal processing time like DNS, SNMP, and streaming media. These applications can tolerate some data loss since reliability is not critical.
- The UDP header is only 8 bytes, containing source/destination port numbers and length fields. It provides an optional checksum for error detection but no other reliability mechanisms.
ITVoyagers has created presentation which gives overview on following topics
1. MQTT
2. CoAP
Following are the contents.
MQTT
Components
Diagram
Example
Decoupling in Pub/Sub
CoAP
Description
Layers
Types of message
CoAP Header
It will help students in their last minute preparations for exams.
The document provides an overview of cloud computing, defining it as a network of remote servers operating as a single ecosystem associated with the Internet. It describes key characteristics of cloud including shared infrastructure, dynamic provisioning, network access, and metered usage. The document outlines common cloud service models including SaaS, PaaS, and IaaS and deployment models such as private, public, hybrid and community clouds. Benefits of cloud computing are listed as cost savings, scalability, reliability, easy maintenance and mobile access. Challenges discussed include security, lack of standards, continuous evolution and compliance concerns.
The document discusses the key features and mechanisms of the Transmission Control Protocol (TCP). It begins with an introduction to TCP's main goals of reliable, in-order delivery of data streams between endpoints. It then covers TCP's connection establishment and termination processes, flow and error control techniques using acknowledgments and retransmissions, and congestion control methods like slow start, congestion avoidance, and detection.
NETCONF and YANG provide improved systems management of IoT networks. NETCONF allows retrieving and manipulating configuration and state data on network devices over SSH. It addresses limitations of SNMP like distinguishing configuration from state data. YANG defines the data models for the configuration and state data exchanged between NETCONF clients and servers using XML. Together, NETCONF and YANG enable ease of use, separate handling of configuration and state, and configuration of entire networks.
constrained application protocol(CoAP) is a specialized web transfer protocol for use with constrained networks in internet of things and constrained devices such as microcontrollers.
The document discusses the architecture of the Internet of Things (IoT). It describes the IoT as a network of physical objects embedded with sensors that can collect and exchange data. The document outlines the history and development of IoT and describes its layered architecture which includes device, network, service, and application layers. It provides examples of current and potential IoT applications in various sectors and discusses security and privacy issues regarding connected devices.
This document discusses IoT networking and quality of service (QoS) for IoT networks. It begins by describing the characteristics of IoT devices such as low processing power, small size, and energy constraints. It then discusses enabling the classical Internet for IoT devices through standards developed by the IETF, including 6LoWPAN, ROLL, and CoRE. CoRE provides a framework for IoT applications and services discovery. The document concludes by examining policies for QoS in IoT networks to guarantee intended service, covering resource utilization, data timeliness, availability, and delivery.
6LoWPAN allows the use of IPv6 over low-power wireless networks. It compresses IPv6 packet headers to accommodate the small packet sizes of low-power wireless standards like 802.15.4. 6LoWPAN finds applications in home automation, healthcare, industrial automation, and environmental monitoring. It defines adaptations for addressing, forwarding, routing, header compression, and security to enable IPv6 connectivity over low-power wireless networks. Implementations of 6LoWPAN exist in open-source operating systems like Contiki and TinyOS, as well as commercial solutions.
LoRaWAN is an open standard for wireless communication targeted at low-power wide-area networks. It uses a proprietary radio protocol called LoRa to allow long-range communication at low bit rates. LoRaWAN defines the communication protocols and system architecture for end devices, gateways, and network servers. Key entities include end devices that communicate with gateways, network servers that coordinate communication, and application servers that interface with end user applications. [END SUMMARY]
The document discusses the key features and architecture of the Internet of Things (IoT). It describes IoT as connecting physical devices through sensors and software to collect and exchange data over networks. The key features discussed are artificial intelligence, interconnectivity, distributed processing, heterogeneity, interoperability, scalability, security, and dynamic changes. The basic IoT architecture includes sensor networks, gateways, and communication technologies to connect devices. Sensor networks gather data from various sensors, while gateways act as an interface between sensor networks and cloud/application services. Common wireless technologies enabling IoT device connectivity include RFID, WLAN, and short-range wireless protocols.
The document provides an introduction to IoT including definitions, characteristics, genesis, applications and challenges. It describes the physical design of IoT including IoT devices, protocols, and the generic block diagram of an IoT device. It also describes the logical design including IoT functional blocks, communication models like publish-subscribe, request-response, levels of IoT deployment from level 1 to 6, and enabling technologies.
This document discusses analytics for IoT and making sense of data from sensors. It first provides an overview of Innohabit Technologies' vision and products related to contextual intelligence platforms, machine learning analytics, and predictive network health analytics. It then discusses how analytics can help make sense of the endless sea of data from IoT sensors, highlighting key applications of analytics in areas like industrial IoT, smart retail, autonomous vehicles, and more. The benefits of analytics adoption in industrial IoT contexts include optimized asset maintenance, production operations, supply chain management, and more.
The document provides an overview of an IoT reference architecture, describing its key views and functional groups. The functional view breaks the system into functional components including device and application functions, communication functions, IoT services, virtual entities, process management, service organization, security, and management. Each functional group contains functional components that address things like sensing, actuation, networking, service discovery, composition and orchestration, identity, authentication, authorization, and system administration. The views help address the concerns of different stakeholders and reduce complexity by focusing on specific areas.
Business models for business processes on IoTFabMinds
The document discusses business models for business processes on the Internet of Things. It covers key topics like IoT applications, business models, value creation using IoT, and business model scenarios for IoT. Business models need innovation to adapt to new customer access and interactions enabled by technologies like cloud computing and mobile communications. Value is created on IoT through addressing emergent needs, information convergence, and recurrent revenue from networked products. Example business model scenarios for IoT leverage data from multiple sources like sensors, M2M, and open data.
The document provides an overview of an IoT reference model, including its domain model, information model, functional model, and communication model. The domain model describes key concepts like devices, sensors, actuators, tags, and their relationships. The information model further captures details about virtual entities. The functional model outlines groups including device, communication, service, management and security functions. The communication model addresses safety, privacy, trust and security considerations for IoT systems.
IPv6 addresses are 128-bit addresses used to identify nodes in an IPv6 network. They are conventionally written in hexadecimal colon notation, divided into eight sections of four hexadecimal digits each. IPv6 addresses have a hierarchical structure, with the type prefix in the first bits indicating the address category such as unicast, multicast, anycast, reserved, or local. Unicast addresses are used to identify a single interface, multicast for groups of interfaces, and anycast to select the nearest available node in a group.
The document discusses the User Datagram Protocol (UDP). It provides the following key points:
- UDP is an alternative to TCP that offers a limited connectionless datagram service for delivery of messages between devices on an IP network. It does not guarantee delivery, order of packets, or duplicate protection like TCP.
- UDP is commonly used for applications that require low latency and minimal processing time like DNS, SNMP, and streaming media. These applications can tolerate some data loss since reliability is not critical.
- The UDP header is only 8 bytes, containing source/destination port numbers and length fields. It provides an optional checksum for error detection but no other reliability mechanisms.
ITVoyagers has created presentation which gives overview on following topics
1. MQTT
2. CoAP
Following are the contents.
MQTT
Components
Diagram
Example
Decoupling in Pub/Sub
CoAP
Description
Layers
Types of message
CoAP Header
It will help students in their last minute preparations for exams.
The document provides an overview of cloud computing, defining it as a network of remote servers operating as a single ecosystem associated with the Internet. It describes key characteristics of cloud including shared infrastructure, dynamic provisioning, network access, and metered usage. The document outlines common cloud service models including SaaS, PaaS, and IaaS and deployment models such as private, public, hybrid and community clouds. Benefits of cloud computing are listed as cost savings, scalability, reliability, easy maintenance and mobile access. Challenges discussed include security, lack of standards, continuous evolution and compliance concerns.
The document discusses the key features and mechanisms of the Transmission Control Protocol (TCP). It begins with an introduction to TCP's main goals of reliable, in-order delivery of data streams between endpoints. It then covers TCP's connection establishment and termination processes, flow and error control techniques using acknowledgments and retransmissions, and congestion control methods like slow start, congestion avoidance, and detection.
NETCONF and YANG provide improved systems management of IoT networks. NETCONF allows retrieving and manipulating configuration and state data on network devices over SSH. It addresses limitations of SNMP like distinguishing configuration from state data. YANG defines the data models for the configuration and state data exchanged between NETCONF clients and servers using XML. Together, NETCONF and YANG enable ease of use, separate handling of configuration and state, and configuration of entire networks.
This document provides an overview of connectivity and data protocols used in Internet of Things (IoT) communication. It discusses 6LoWPAN and RPL as connectivity protocols that allow low-power wireless devices to connect to IP networks. It also examines common IoT data protocols including MQTT, CoAP, and AMQP, describing their messaging architectures and how they enable communication between IoT devices and applications.
IAB-5039 : MQTT: A Protocol for the Internet of Things (InterConnect 2015)PeterNiblett
MQTT is a simple, event-driven messaging protocol designed for use in Internet of Things and mobile applications. It's implemented in IBM MessageSight and MQ, and it is the protocol used by the IBM Internet of Things Foundation. You will hear it mentioned in several of the talks at this conference; and, as it recently became an official standard and is being used more and more in the world at large, you may have heard about it in the press as well. Come along to this unashamedly technical session to learn about what the protocol actually does, and how to program to it in Java, C or JavaScript.
(Revised from 2014 presentation: Session 2640 Introduction to the iot protocol, mqtt)
MQTT is a lightweight publish/subscribe messaging protocol that is well suited for IoT applications due to its low bandwidth and battery usage, ability to publish messages to topics that many devices can subscribe to, and support for different quality of service levels to ensure reliable delivery. It works by having clients publish messages to topics that other clients subscribe to through a broker, with topics acting as channels for messages and brokers handling message routing and storage. MQTT has gained popularity for IoT due to its simplicity, low memory footprint, and ability to handle intermittent connectivity.
- MQTT is a lightweight messaging protocol originally developed by IBM to transmit telemetry data from oil stations to data centers
- It is used to transport telemetry data between devices with low bandwidth and compute power over unreliable networks
- MQTT uses a publish/subscribe messaging model where clients connect to a broker to publish messages to topics and subscribe to receive messages. The broker forwards messages to clients based on their subscriptions.
The document discusses the future of MQTT and MQTT 5.0. It provides an overview of MQTT 5.0, including improvements to error reporting, extensible metadata, simplified session state, server-initiated disconnects, and request/response capabilities. Implementations of MQTT 5.0 by Eclipse Paho and others are in progress, with the standard expected to be finalized in 2018. MQTT 3.1.1 and 5.0 will coexist for a long time.
The 100% open source WSO2 Message Broker is a lightweight, easy-to-use, distributed message-brokering server. It features high availability (HA) support with a complete hot-to-hot continuous availability mode, the ability to scale up to several servers in a cluster, and no single point of failure. It is designed to manage persistent messaging and large numbers of queues, subscribers and messages.
The document provides information on various communication protocols including Modbus, Profibus, and Fieldbus. It discusses the OSI reference model and layers, and describes key aspects of each protocol such as the Modbus master-slave architecture, Profibus application of the OSI layers, and advantages of Fieldbus over point-to-point wiring including reduced installation costs and easier expansion.
MQTT is a publish-subscribe messaging protocol that is lightweight and designed for constrained devices and unreliable networks. It uses topics to allow publishers and subscribers to communicate asynchronously and decoupled in time and space. MQTT has a hierarchical topic namespace that allows for wildcard subscriptions. Clients connect to a broker that handles routing of messages between publishers and subscribers based on topic filters.
In this session you will learn:
OSI reference model
OSI layers
Modbus communication protocol
Profibus communication protocol
Fieldbus communication protocol
Overview for RabbitMQ with AMQP protocol and a discussion for the AMQP model with message properties and publish and consume message
types of exchange
main properties of the queue
Matteo Merli, the tech lead for Cloud Messaging Service at Yahoo, went through their design decisions, how they reached that and how they leverage Apache BookKeeper to implement a multi-tenant messaging service.
This document provides an overview of different JMS message types including TextMessage, ObjectMessage, MapMessage, ByteMessage, and StreamMessage. It describes key features of each message type such as carrying text payloads for TextMessage, serializable Java objects for ObjectMessage, and name-value pairs for MapMessage. Examples are given showing how to set and get content from messages of each type using the appropriate JMS API methods.
OSMC 2016 | Monasca: Monitoring-as-a-Service (at-Scale) by Roland HochmuthNETWAYS
Monasca, monasca.io ist eine Turn-Key Open Source OpenStack Monitoring-as-a-Service Plattform, die Authentifizierung und multi-Tenancy mittels OpenStack Keystone Identity Service unterstützt. Monasca ist eine hoch skalierbare, leistungsfähige und Fehler-tolerante Monitoring-as-a-Service Lösung, die Push-based Streaming-Metrics, Gesundheit/Status, Alarmierung/Thresholding und Benachrichtigungen unterstützt. Logging-as-a-Service befindet sich in der Entwicklung, und das Ziel ist es eine umfassende und integrierte Monitoring Lösung für Open Stack Clouds zur Verfügung zu stellen, die auch Kennzahlen, Events und Logs unterstützt.
OSMC 2016 - Monasca - Monitoring-as-a-Service (at-Scale) by Roland HochmuthNETWAYS
Roland Hochmut ist der Project Tech Lead (PTL) und Software Architect bei Monasca, das Open –Source Monitoring-as-a-Service (at-Scale) OpenStack Project (https://wiki.openstack.org/wiki/Monasca). Er konzentriert sich auf die Entwicklung einer leistungsstarken, skalierbaren und zuverlässigen Turn-Key Monitoring Lösung, die Einfluss hat auf die leitenden Trends und Innovationen der Industrie was Streaming von Daten, Analyse und Big Data betrifft. Er ist auch verantwortlich für die Metrics Processing Pipeline für HP`s öffentliche Cloud. Er hat Erfahrung in mehreren Software-Bereichen und Domänen, sowohl von 3-D Computer Grafiken als auch von Remote Desktop Visualisierung und Cloud Computing und Monitoring.
This document discusses a computer networks course taught by Dr. Shivashankar at RRIT. The course aims to help students understand networking concepts and protocols. It covers topics like network architectures, protocols at different layers, and basic network configurations. The document provides details of transport layer protocols like TCP and UDP, explaining their services, operation mechanisms, and applications.
This document provides an overview of the Meteor JavaScript web application framework. It discusses key Meteor concepts like Blaze for creating reactive UIs, Tracker for transparent reactive programming, and data contexts that are set implicitly through template tags and passed between templates. The document also covers Spacebars templating syntax and how data contexts work in templates, template helpers, and with Iron Router.
This document provides an overview of the IEEE 802.11 WiFi standard in 3 parts. Part 1 discusses advantages and disadvantages of WiFi networks. Part 2 describes the physical layer specifications including spectrum, modulation techniques, and OFDM. Part 3 covers the media access control layer and protocols like CSMA/CA, RTS/CTS, and acknowledgments that provide reliability. The document is intended for teaching purposes and draws from various academic sources.
The document provides an introduction to Arduino, including what Arduino is, how it works, its benefits, programming language, boards, memory, pins, and pulse-width modulation. Arduino is an open-source electronics platform that allows users to create interactive electronic projects by reading inputs and turning them into outputs. It uses a simple programming language and development environment to program microcontrollers on boards.
This document provides an overview of Bluetooth architecture, operation, profiles, and transport protocols for use with Raspberry Pi. It describes Bluetooth's BR/EDR and LE technologies, profiles for data transfer like FTP and SPP, and transport protocols like L2CAP, RFCOMM, and BNEP. The document is intended for teaching and shares information on Bluetooth fundamentals and configuration for programming on Raspbian.
This document provides an overview of network functions virtualization (NFV) fundamentals, including:
1. Defining the NFV architectural framework, terminology, and objectives to virtualize network functions and improve efficiencies.
2. Describing the functional blocks in the NFV reference architecture including VNFs, NFVI, VIMs, and reference points.
3. Presenting use cases for NFV such as virtualizing mobile core networks, home networks, and content delivery networks to reduce costs and complexity.
The document discusses 5G fundamentals including:
- 5G is expected to enable a fully mobile and connected society from 2020 onward.
- 5G will require new technologies like millimeter wave communications, massive MIMO, and network densification to meet requirements for high data rates, low latency, and connectivity of many devices.
- Millimeter wave frequencies above 30 GHz offer vast amounts of unused spectrum but propagation is sensitive to blockages. Massive MIMO using hundreds of antennas can compensate through beamforming.
In modern aerospace engineering, uncertainty is not an inconvenience — it is a defining feature. Lightweight structures, composite materials, and tight performance margins demand a deeper understanding of how variability in material properties, geometry, and boundary conditions affects dynamic response. This keynote presentation tackles the grand challenge: how can we model, quantify, and interpret uncertainty in structural dynamics while preserving physical insight?
This talk reflects over two decades of research at the intersection of structural mechanics, stochastic modelling, and computational dynamics. Rather than adopting black-box probabilistic methods that obscure interpretation, the approaches outlined here are rooted in engineering-first thinking — anchored in modal analysis, physical realism, and practical implementation within standard finite element frameworks.
The talk is structured around three major pillars:
1. Parametric Uncertainty via Random Eigenvalue Problems
* Analytical and asymptotic methods are introduced to compute statistics of natural frequencies and mode shapes.
* Key insight: eigenvalue sensitivity depends on spectral gaps — a critical factor for systems with clustered modes (e.g., turbine blades, panels).
2. Parametric Uncertainty in Dynamic Response using Modal Projection
* Spectral function-based representations are presented as a frequency-adaptive alternative to classical stochastic expansions.
* Efficient Galerkin projection techniques handle high-dimensional random fields while retaining mode-wise physical meaning.
3. Nonparametric Uncertainty using Random Matrix Theory
* When system parameters are unknown or unmeasurable, Wishart-distributed random matrices offer a principled way to encode uncertainty.
* A reduced-order implementation connects this theory to real-world systems — including experimental validations with vibrating plates and large-scale aerospace structures.
Across all topics, the focus is on reduced computational cost, physical interpretability, and direct applicability to aerospace problems.
The final section outlines current integration with FE tools (e.g., ANSYS, NASTRAN) and ongoing research into nonlinear extensions, digital twin frameworks, and uncertainty-informed design.
Whether you're a researcher, simulation engineer, or design analyst, this presentation offers a cohesive, physics-based roadmap to quantify what we don't know — and to do so responsibly.
Key words
Stochastic Dynamics, Structural Uncertainty, Aerospace Structures, Uncertainty Quantification, Random Matrix Theory, Modal Analysis, Spectral Methods, Engineering Mechanics, Finite Element Uncertainty, Wishart Distribution, Parametric Uncertainty, Nonparametric Modelling, Eigenvalue Problems, Reduced Order Modelling, ASME SSDM2025
Cloud Platform Architecture over Virtualized Datacenters: Cloud Computing and
Service Models, Data Center Design and Interconnection Networks, Architectural Design of Compute and Storage Clouds, Public Cloud Platforms: GAE, AWS and Azure, Inter-Cloud
Resource Management.
"Feed Water Heaters in Thermal Power Plants: Types, Working, and Efficiency G...Infopitaara
A feed water heater is a device used in power plants to preheat water before it enters the boiler. It plays a critical role in improving the overall efficiency of the power generation process, especially in thermal power plants.
🔧 Function of a Feed Water Heater:
It uses steam extracted from the turbine to preheat the feed water.
This reduces the fuel required to convert water into steam in the boiler.
It supports Regenerative Rankine Cycle, increasing plant efficiency.
🔍 Types of Feed Water Heaters:
Open Feed Water Heater (Direct Contact)
Steam and water come into direct contact.
Mixing occurs, and heat is transferred directly.
Common in low-pressure stages.
Closed Feed Water Heater (Surface Type)
Steam and water are separated by tubes.
Heat is transferred through tube walls.
Common in high-pressure systems.
⚙️ Advantages:
Improves thermal efficiency.
Reduces fuel consumption.
Lowers thermal stress on boiler components.
Minimizes corrosion by removing dissolved gases.
Reese McCrary_ The Role of Perseverance in Engineering Success.pdfReese McCrary
Furthermore, perseverance in engineering goes hand in hand with ongoing professional growth. The best engineers never stop learning. Whether improving technical skills or learning new software tools, they understand that innovation doesn’t stop with completing one project. They habitually stay current with the latest advancements, seeking continuous improvement and refining their expertise.
PRIZ Academy - Functional Modeling In Action with PRIZ.pdfPRIZ Guru
This PRIZ Academy deck walks you step-by-step through Functional Modeling in Action, showing how Subject-Action-Object (SAO) analysis pinpoints critical functions, ranks harmful interactions, and guides fast, focused improvements. You’ll see:
Core SAO concepts and scoring logic
A wafer-breakage case study that turns theory into practice
A live PRIZ Platform demo that builds the model in minutes
Ideal for engineers, QA managers, and innovation leads who need clearer system insight and faster root-cause fixes. Dive in, map functions, and start improving what really matters.
How to Buy Snapchat Account A Step-by-Step Guide.pdfjamedlimmk
Scaling Growth with Multiple Snapchat Accounts: Strategies That Work
Operating multiple Snapchat accounts isn’t just a matter of logging in and out—it’s about crafting a scalable content strategy. Businesses and influencers who master this can turn Snapchat into a lead generation engine.
Key strategies include:
Content Calendars for Each Account – Plan distinct content buckets and themes per account to avoid duplication and maintain variety.
Geo-Based Content Segmentation – Use location-specific filters and cultural trends to speak directly to a region's audience.
Audience Mapping – Tailor messaging for niche segments: Gen Z, urban youth, gamers, shoppers, etc.
Metrics-Driven Storytelling – Use Snapchat Insights to monitor what type of content performs best per account.
Each account should have a unique identity but tie back to a central brand voice. This balance is crucial for brand consistency while leveraging the platform’s creative freedoms.
How Agencies and Creators Handle Bulk Snapchat Accounts
Digital agencies and creator networks often manage dozens—sometimes hundreds—of Snapchat accounts. The infrastructure to support this requires:
Dedicated teams for each cluster of accounts
Cloud-based mobile device management (MDM) systems
Permission-based account access for role clarity
Workflow automation tools (Slack, Trello, Notion) for content coordination
This is especially useful in verticals such as music promotion, event marketing, lifestyle brands, and political outreach, where each campaign needs targeted messaging from different handles.
The Legality and Risk Profile of Bulk Account Operations
If your aim is to operate or acquire multiple Snapchat accounts, understand the risk thresholds:
Personal Use (Low Risk) – One or two accounts for personal and creative projects
Business Use (Medium Risk) – Accounts with aligned goals, managed ethically
Automated Bulk Use (High Risk) – Accounts created en masse or used via bots are flagged quickly
Snapchat uses advanced machine learning detection for unusual behavior, including:
Fast switching between accounts from the same IP
Identical Snap stories across accounts
Rapid follower accumulation
Use of unverified devices or outdated OS versions
To stay compliant, use manual operations, vary behavior, and avoid gray-market account providers.
Smart Monetization Through Multi-Account Snapchat Strategies
With a multi-account setup, you can open doors to diversified monetization:
Affiliate Marketing – Niche accounts promoting targeted offers
Sponsored Content – Brands paying for story placement across multiple profiles
Product Launch Funnels – Segment users by interest and lead them to specific landing pages
Influencer Takeovers – Hosting creators across multiple themed accounts for event buzz
This turns your Snapchat network into a ROI-driven asset instead of a time sink.
Conclusion: Build an Ecosystem, Not Just Accounts
When approached correctly, multiple Snapchat accounts bec
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2. Attribution
• The material contained inside is intended for teaching.
• This document is licensed under the CC BY-NC-SA license.
• Relevant sources are listed on the following References slide.
• All figures and text borrowed from these sources retain the rights of
their respective owners.
2
4. Acknowledgments
• Special thanks to Zach Shelby and Raj Jain for their high-quality
teaching material that I have extensively reproduced here.
4
5. Table of Contents
1. IoT and Web of Things networking
2. Message Queuing Telemetry Transport
3. Constrained Application Protocol
4. Implementations on Raspberry Pi
5. Programming with MQTT/CoAP APIs on Raspbian
5
7. Networking on the Edge
• Low power, low speed, lossy wireless networks
• Huge number of low capability end devices
• Automatically generated (big) data
• Terse, purposeful, uncritical
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8. Current Human-oriented Protocol Stack
• Communications are mostly one-to-one/unicast and sender-oriented
• M2M comms do not need protocols for human comms
• High overhead features: smooth streaming, character echoing, presentation
format, etc.
• Low-end devices can not store/use a full network protocol stack
• Functionnality needs hardware which costs money
8
9. IoT Paradigms
• Wireless networks to connect them all
• Cheap and adaptive infrastructures compared to wired networks
• Many-to-few/few-to-many/many-to-many communications
• Group-oriented/multicast communications
• Can cope with huge number of devices
• Reliability through redundancy
• Losses and errors are frequent and unavoidable
• Large number of unreliable, uncritical messages
• Simple and autonomous devices
9
10. Zones of Interest
• In nature, zones of interest are formed by affinities
• Common medium used by all
• Individuals act upon specific signals among countless other signals
• Interested observing individuals can select a zone of interest
• Analyze/send data only to/from this zone
• Receiver-oriented
• Wireless channels can broadcast all messages to neighbors
• Neighbors process messages if they wish
10
11. Publish/Subscribe Paradigm
• Devices publish information tagged with category (i.e. zone)
• They broadcast it to everyone
• Devices subscribe to some categories
• They act only on what they are interest in
• No tight coupling between publishers and subscribers
• Unmanaged loose coupling
• Signals/messages are simple and small
• This communication paradigm scales
11
12. Publish/Subscribe Topologies
• With intermediary
• Publishers post messages to an intermediary message broker
• Subscribers register subscriptions with that broker
• The broker performs message filtering and “store and forward” routing from
publishers to subscribers
• The broker may prioritize messages in a queue before routing
• Without intermediary
• Each publisher and subscriber shares meta-data about each other via
multicast
• Publishers and subscribers cache this information locally and route messages
based on the discovery of each other interests
12
13. Functional Levels (IoT Hierarchy Revisited)
• End devices: mostly publishers
• Meshed to one another and connected to propagators
• Generate data (sensors) or act on command (actuators)
• Propagator nodes: brokers
• Connected to the Internet
• Process and aggregate data from end devices to integrators
• Integrator nodes: mostly subscribers
• Connected to the Internet
• Analyse data, control the system, and interface with humans
13
22. What is MQTT
• ISO standard publish-subscribe-based lightweight messaging protocol
• Telemetry = tele-metering = remote measurements
• However, no message queuing in MQTT
• Lightweight = low network bandwidth and small code footprint
• For use on top of the TCP/IP protocol stack
• The publish-subscribe messaging pattern requires a message broker
• The broker is responsible for distributing messages to interested
clients based on the topic of a message
• Data agnostic, adapt to any content formats
22
23. Publish / Subscribe
23
• Clients can subscribe to a topic
or a set of related topics
• Clients can also publish to one or
more topics
• Publish/Subscribe via message
exchanges
• Topics organized as trees using /
character
• /# matches all sublevels
• /+ matches only one sublevel
24. Quality of Service Levels
• Three levels
• 0 = At most once (best effort, no Ack)
• 1 = At least once (Acked, retransmitted if Ack not received)
• 2 = Exactly once
• Control Messages Sequence: Publish → Pubrec → Pubrel → Pubcomp
• Server keeps/retains messages even after sending it to all subscribers
• New subscribers get the retained messages
24
25. Control Messages
• Indicate the desired action to be
performed on the identified
resource/server
• Publish messages can be to/from
Client/Server
• Often, the resource corresponds
to a file or the output of an
executable residing on the
server
• CONNECT/CONNACK
• PUBLISH/PUBACK (QoS 1)
• PUBREC/PUBREL/PUBCOMP (QoS 2)
• SUBSCRIBE/SUBACK
• UNSUBSCRIBE/UNSUBACK
• PINGREQ/PINGRESP
• DISCONNECT
25
26. Sessions and Connections
• Clean or continuous sessions with durable connections
• At connection set up, if Clean Session flag → all subscriptions are removed on
disconnect
• Otherwise subscriptions remain in effect after disconnection → subsequent
messages with high QoS are stored for delivery after reconnection
• Wills
• at connection set up, a client can set a Will flag to inform that it has will
message that should be published if unexpected disconnection → alarm if the
client looses connection
• Periodic keep-alive messages → if a client is still alive
26
29. MQTT for Sensor Networks (MQTT-SN)
• Variation of the main protocol aimed at embedded devices on non-
TCP/IP networks such as ZigBee
• Zigbee is a low-power, low data rate, close proximity wireless ad hoc PAN
• Optimized for implementation on low-cost, battery-operated devices
with limited processing and storage resources
• Enforce short messages (<<128B)
• Support for sleeping clients, CONNECT message split in 3, topic names
replaced by 2B topic ids, predefined topic ids with no registration,
server/gateway network @ discovery procedure
29
37. What is CoAP
• CoAP is
• A very efficient RESTful protocol
• Ideal for constrained devices and networks
• Specialized for M2M applications
• Easy to proxy to/from HTTP
• CoAP is not
• A general replacement for HTTP
• HTTP compression
• Restricted to isolated “automation” networks
37
38. Features
• Embedded web transfer protocol (coap://)
• Asynchronous transaction model
• UDP binding with reliability and multicast support
• GET, POST, PUT, DELETE methods
• URI support
• Small, simple 4 byte header
• DTLS based PSK, RPK and Certificate security
• Subset of MIME types and HTTP response codes
• Built-in discovery
• Optional observation and block transfer
38
39. Transaction Model
• Transport
• CoAP currently defines UDP binding with DTLS security
• CoAP over SMS or TCP possible
• Base Messaging
• Simple message exchange between endpoints
• Confirmable or Non-Confirmable Message
• Acknowledgement or Reset Message
• REST Semantics
• REST Request/Response piggybacked on CoAP Messages
• Method, Response Code and Options (URI, content-type, etc.)
39
47. Caching
• CoAP includes a simple caching model
• Cacheability determined by response code
• An option number mask determines if it is a cache key
• Freshness model
• Max-Age option indicates cache lifetime
• Validation model
• Validity checked using the Etag Option
• A proxy often supports caching
• Usually on behalf of a constrained node,
• a sleeping node,
• or to reduce network load
47
51. Web Linking
• Web Linking formalizes links with defined relations, typed links
• HTML and Atom have allow links
• RFC5988 defines a framework for Web Linking
• Combines and expands the Atom and HTML relation types
• Defines a unified typed link concept
• A link can be serialized in any number of formats
• RFC5988 revives the HTTP Link Header and defines its format
• Atom and HTML are equivalent serializations
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52. Typed Link
• A type link consists of
• Context URI – What the link is from
• Relation Type – Indicates the semantics of the link
• Target URI – What the link is to
• Attributes – Key value pairs describing the link or its target
• Relations include e.g. copyright, author, chapter, service, etc.
• Attributes include e.g. language, media type, title, etc.
• Example in HTTP Link Header format
Link: <http://example.com/TheBook/chapter2>; rel="previous"; title="previous chapter"
52
53. Resource Discovery
• Service Discovery
• Find the IP address, port and protocol of the service
• Usually performed by DNS-SD when DNS is available
• Resource Discovery
• Finding URIs
• Performed using Web Linking or some REST interface
• CoRE Link Format is designed to enable resource discovery
53
54. CoRE Link Format
• RFC6690 is aimed at Resource Discovery for M2M
• Defines a link serialization suitable for M2M
• Defines a well-known resource where links are stored
• Enables query string parameters for filtered GETs
• Can be used with unicast or multicast (CoAP)
• Resource Discovery with RFC6690
• Discovering the links hosted by CoAP (or HTTP) servers
• GET /.well-known/core?optional_query_string
• Returns a link-header style format
• URL, relation, type, interface, content-type etc.
54
56. Resource Directory
• CoRE Link Format only defines
• The link format
• Peer-to-peer discovery
• A directory approach is also useful
• Supports sleeping nodes
• No multicast traffic, longer battery life
• Remote lookup, hierarchical and federated distribution
• The CoRE Link Format can be used to build Resource Directories
• Nodes POST (register) their link-format to an RD
• Nodes PUT (refresh) to the RD periodically
• Nodes may DELETE (remove) their RD entry
• Nodes may GET (lookup) the RD or resource of other nodes
56
58. Using CoRE in Real Applications
• Resources need meaningful naming (rt=)
• A resource needs an interface (if=)
• Use WADL for this
• A payload needs a format (EXI, JSON, etc.)
• Deployment or industry specific today
• oBIX, SensorML, EEML, sMAP, etc.
• SenML is a promising format [draft-jennings-senml]
• What can we make universal? What should be market specific? How
do we enable innovation?
58
59. CoRE Link Format Semantics
• RFC6690 = Simple semantics for machines
• IANA registry for rt= and if= parameters
• Resource Type (rt=)
• What is this resource and what is it for?
• e.g. Device Model could be rt=“ipso.dev.mdl”
• Interface Description (if=)
• How do I access this resource?
• e.g. Sensor resource accessible with GET if=“core.s”
• Content Type (ct=)
• What is the data format of the resource payloads?
• e.g. text/plain (0)
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61. Open Mobile Alliance (OMA)
• Standards body which develops open standards for the mobile phone
industry
• Only standardizes applicative protocols
• Specifications are meant to work with any cellular network
technologies
• Example specifications
• MMS multimedia messaging
• Instant Messaging and Presence Service
• Lightweight M2M
61
62. Lightweight M2M
• Provide device management functionality over sensor or cellular
networks
• 6LoWPAN, WiFi, ZigBee, any IP based constrained devices/networks
• Transfer service data from the network to devices
• Can be extended to meet the requirements of any application
• Supported in OneM2M and integrated with ETSI M2M
62
63. LWM2M 1.0 Features
• Simple object based resource model
• Global registry and public lookup of all objects
• Standard device management objects already defined by OMA
• Resource operations of creation/retrieval/update/deletion/configuration of attribute
• Resource observation/notification
• TLV/JSON/Plain Text/Opaque data format support
• UDP and SMS transport layer support
• DTLS based security
• Pre-shared and Public Key modes, Provisioning and Bootstrapping
• Queue mode for NAT/Firewall environment
• Multiple server support
• Basic M2M functionalities
• Access Control, Device, Connectivity, Firmware Update, Location, Connectivity Statistics
63
65. IoT Standardization
• IETF
• 6LoWPAN Working Group (IPv6 anywhere)
• ROLL (Routing Over Low-power Lossy Networks) WG
• CoRE WG (REST for IoT, CoAP, Resource Directory etc.)
• TLS WG (DTLS)
• OMA
• Lightweight M2M Enabler Standard (CoAP/DTLS based)
• Device Management 2.0 Enabler Standard (HTTP/TLS based)
• ETSI / OneM2M
• Ongoing work on M2M system standardization (CoAP, HTTP binding)
• W3C
• Efficient XML Interchange (EXI) standardization
• ZigBee IP
• An open-standard 6LoWPAN stack for e.g. Smart Energy 2.0
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71. MQTT Client Subscription Example
import paho.mqtt.client as mqtt
# The callback for when the client receives a
CONNACK response from the server.
def on_connect(client, userdata, rc):
print("Connected with result code "+str(rc))
# Subscribing in on_connect() means that if we lose
the connection and
# reconnect then subscriptions will be renewed.
client.subscribe("$SYS/#")
# The callback for when a PUBLISH message is
received from the server.
def on_message(client, userdata, msg):
print(msg.topic+" "+str(msg.payload))
client = mqtt.Client()
client.on_connect = on_connect
client.on_message = on_message
client.connect("iot.eclipse.org", 1883, 60)
# Blocking call that processes network traffic,
..dispatches callbacks and handles reconnecting.
# Other loop*() functions are available that give
.. a threaded interface and a manual interface.
client.loop_forever()
71
72. Other MQTT Client Examples
• https://github.com/eclipse/paho.mqtt.python/tree/master/examples
72
73. CoAP GET Request Client Example
• https://github.com/mwasilak/txThings/blob/master/examples/clientGET.py
73