Intelligent Iot Analytics

Concepts and Real-World Applications
1. Auflage 2025
ISBN: 978-1-5015-2341-0
Verlag: De Gruyter

Buch, Englisch, 400 Seiten

This complete guide explores the potential of big data and the Internet of Things (IoT) as it examines smart city development. Part I defines IoT and its role in creating a more efficient and livable urban environment. The fundamentals of Big Data are discussed along with "4 V's" (volume, velocity, variety, and veracity). Part II tackles the design and architecture of IoT Big Data platforms and covers choosing the right technology stack, whether open source or proprietary solutions, ensuring the best fit for a city's needs. Part III considers the technical aspects of core IoT principles, exploring sensors, communication networks, and how these devices function in real-world applications. It provides the knowledge to manage data pipelines, ensuring reliable data transfer, and design. Finally, Part IV includes the real-world applications of these technologies examining the potential of IoT in smart public services, smart wastewater, and energy management, and exploring efficiency and innovation in building management. This book arms readers with the knowledge and tools to navigate the world of smart city development. By employing the power of IoT and Big Data, cities will be more sustainable, effective, and livable in the future.

Autoren/Hrsg.

Mahendra, Adhiguna

Rinaldi, Ekki

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Drahtlostechnologie
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Mobilfunk- und Drahtlosnetzwerke & Anwendungen

Über Autor(innen)

Dr. Adhiguna Mahendra currently serves as Director of AI and Data at Nusantara Capital City Authority, spearheading the development of AI and Smart Systems for the capital city. Previously, he was with Nodeflux as Chief of AI, developing a complex Video Analytics deep learning platform and its operationalization (MLOps). He obtained his M.S. degree in Computer Vision and Robotics from the University of Heriot-Watt, U.K. 2008 and his Ph.D. in Machine Learning and Computer Vision from the Universite de Dijon, France, in 2012. He serves as a lecturer at Swiss German University and Central Queensland University. Adhiguna is also the founder of SmartX Academy, a leading Smart Systems school in Indonesia teaching IoT and Video Analytics as well as the founder of the AI Business Institute, an online platform offering courses in Deep Learning and AI Product Management. He is the author of many journal articles with publications with publications in platforms such as AVSS, SPIE, ICME, ICODSE, and IEEE.

Ekki Rinaldi is an AI and IoT Consultant at Otorita Ibu Kota Nusantara, a national-level project to move Indonesia's capital from Jakarta to Kalimantan. With 7 years’ experience in building AI and Blockchain products, his contributions include providing security for international events (G20, ASIAN Games 2018, IMF Bali 2018), helping the national government enforce laws, and helping enterprises reduce cost and gain revenue by implementing techniques using computer vision. He holds a master’s degree in computer science from Universitas Gadjah Mada.