Building Enterprise IoT Applications

Description

McKinsey Global Institute predicts Internet of Things (IoT) could generate up to $11.1 trillion a year in economic value by 2025. Gartner Research Company expects 20 billion inter-connected devices by 2020 and, as per Gartner, the IoT will have a significant impact on the economy by transforming many enterprises into digital businesses and facilitating new business models, improving efficiency and increasing employee and customer engagement. It’s clear from above and our research that the IoT is a game changer and will have huge positive impact in foreseeable future. In order to harvest the benefits of IoT revolution, the traditional software development paradigms must be fully upgraded. The mission of our book, is to prepare current and future software engineering teams with the skills and tools to fully utilize IoT capabilities. The book introduces essential IoT concepts from the perspectives of full-scale software development with the emphasis on creating niche blue ocean products. It also: Outlines a fundamental full stack architecture for IoT Describes various development technologies in each IoT layer Explains IoT solution development from Product management perspective Extensively covers security and applicable threat models as part of IoT stack The book provides details of several IoT reference architectures with emphasis on data integration, edge analytics, cluster architectures and closed loop responses. Cover Title Page Copyright Page Contents Preface Dedication Acknowledgement 1. Introduction Industry 4.0 The Man and the Machine—Robots may guide collaboration with Humans The Five Forces that shape Industry Competition and Smart Connected Objects Digital Twin Enterprise IoT Platforms Human Touch – artificial intelligence infused Mobile Companion The CRISP-PM Process References 2. Foundation Architectures IoT Platform IoT Platform Types Connectivity Platform Case Study: Artik Connectivity Platform Technical Case Study: Using IoT to detect water leakages with Powel IoT & KDD 5Vs and IoT Intel IoT Data Flow Diagram CAP Theorem IoT Streams and Reference Architecture Data at Rest References 3. Hardware Design Arduino IDE Installation Arduino Uno Pinout Diagram and Guide Tinyduino Humidity Sensor (SI7021) Embedded System Architecture Dairy IoT Sensor References 4. IoT Data Sources Industrial Case Study: Connected Bus and Mass Transportation Case study Type of Sensors Basic Sensors Motion Sensors Accelerometer App Accelerometer Play App – a Precursor to Digital Twin Apps Magnetometer App The Role of Sensors in Healthcare & Wellness Case Study: A System to Detect Mental Stress Using Machine Learning and Mobile Development Health Fitness IoT App Step Counter Value Android BatchStepSensor Sample Full Sensor & Data List Core Motion Framework in iOS Core Motion iOS Code Pedometer App Case Study: California Reservoir Continuous Water Monitoring Current Reservoir Conditions Video Sensors Image Texture Data Geospatial Data References 5. IoT Data Collectors Case Study: Note to my great-great Grand Kids: I am Sorry Data Collector Algorithms Audio Signal Data Image Texture Extraction—Histograms References 6. Data Storage Data in Motion: Data representations Files in C EPROM Data Storage Android Data Storage SQLite SQLite and Embedded C App SQL Storage iOS Data Storage Tensors as Storage References 7. Machine Learning at the Edge Case Study: Intelligent Dispenser for Long Tail Venues Supervised Learning Techniques useful for small form Factor Devices Clustering References 8. Edge Analytics Case Study: Smart City—Intelligent Dispenser Sliding Window Model Equation—Regression Analysis Kalman Filter K-Means Clustering Case Study: Sensor Signal and Data Interference & Machine Learning Fuzzy Logic (FL) Reinforcement Learning (RL) Neural Networks Voice Detection (Neural Networks) Tensor Flow execution on embedded Microcontroller Units (MCUs) Edge to Cloud Amalgamation—Traffic Light Sensors as law enforcement devices Hotels and Entertainment and Dynamic Pricing (Harmonious dancing for calculating the best price—both for industry and Patrons—a Win-Win) References 9. Connectivity 5G Network Case Study: Low Power Wide Area (LPWA) and Cellular IoT REST CoAP (Constrained Application Protocol) Bluetooth Low Energy (BLE) iOS App—IoT made easy—Sensor Tag Android Hanumayamma Dairy IoT Design Case Study: Dairy Application—Cow Necklace MQTT IoT and Hardware Clocks MQTT Signals MQTT Client MQTT Wireshark Captures ECG or Electrocardiogram Sesnors References 10. Middleware Message Architectures Apache Kafka Installation of Kafka Apache Spark References 11. Cloud and IoT IoT Data Analytics Platform Data Processing Architecture Insight Value Chain References 12. Future IoT the best deterrent to prevent the effects of Climate Change Appendix Appendix A: bench_time.c Appendix: California Reservoir Sensor Details Appendix: Sacramento River At Knights Landing Query Interface Scaremento Stations SACRAMENTO R @ FREMONT WEIR(CREST 32.0’) (FRE) Real Time Sensor Data – Sacramento R @ Fremont WEIR SNOW Sensors Appendix - SQLite Build - Amalgamation Appendix – DO-178B (Software Considerations in Airborne Systems and Equipment Certification) Appendix – STDIO.H File Appendix: Milk Producing Data Centers Pthread Support in Microsoft Windows Services for UNIX Version 3.5 Index