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Related papers: Analytics for the Internet of Things: A Survey

200 papers

Agent-based Internet of Things (IoT) applications have recently emerged as applications that can involve sensors, wireless devices, machines and software that can exchange data and be accessed remotely. Such applications have been proposed…

Artificial Intelligence · Computer Science 2019-01-08 Nathalia Nascimento , Paulo Alencar , Carlos Lucena , Donald Cowan

The fifth generation (5G) mobile network will enable the Internet of Things (IoT) to take a large leap into the age of future computing. As a result of extended connectivity, high speed, reduced latency services being provided by 5G, IoT…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-07-09 Sejuti Banik , Irvin Steve Cardenas , Jong Hoon Kim

Internet of Things (IoT) is emerging as a significant technology in shaping the future by connecting physical devices or things with internet. It also presents various opportunities for intersection of other technological trends which can…

Artificial Intelligence · Computer Science 2016-12-09 Rohan Kar , Rishin Haldar

Advancements in Generative AI hold immense promise to push Internet of Things (IoT) to the next level. In this article, we share our vision on IoT in the era of Generative AI. We discuss some of the most important applications of Generative…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-12-10 Xin Wang , Zhongwei Wan , Arvin Hekmati , Mingyu Zong , Samiul Alam , Mi Zhang , Bhaskar Krishnamachari

The Internet of Things (IoT) is a promising paradigm to accommodate massive device connections in 5G and beyond. To pave the way for future IoT, the spectrum should be planed in advance. Spectrum sharing is a preferable solution for IoT due…

Information Theory · Computer Science 2018-10-11 Lin Zhang , Ying-Chang Liang , Ming Xiao

The utilization of IoT in the educational domain so far has trailed other more commercial application domains. In this chapter, we study a number of aspects that are based on big data produced by a large-scale infrastructure deployed inside…

Computers and Society · Computer Science 2018-05-25 Ioannis Chatzigiannakis , Georgios Mylonas , Irene Mavrommati , Dimitrios Amaxilatis

Data-driven decision making is becoming an integral part of manufacturing companies. Data is collected and commonly used to improve efficiency and produce high quality items for the customers. IoT-based and other forms of object tracking…

Artificial Intelligence · Computer Science 2022-10-05 Peter Baumgartner , Daniel Smith , Mashud Rana , Reena Kapoor , Elena Tartaglia , Andreas Schutt , Ashfaqur Rahman , John Taylor , Simon Dunstall

Internet of Things (IoT) has gained substantial attention recently and play a significant role in smart city application deployments. A number of such smart city applications depend on sensor fusion capabilities in the cloud from diverse…

Computers and Society · Computer Science 2015-07-01 Meisong Wang , Charith Perera , Prem Prakash Jayaraman , Miranda Zhang , Peter Strazdins , Rajiv Ranjan

Intelligence Everywhere is predicated on the seamless integration of IoT networks transporting a vast amount of data streams through many computing resources across an edge-to-cloud continuum, relying on the orchestration of distributed…

Networking and Internet Architecture · Computer Science 2023-10-03 Hung Cao , Monica Wachowicz , Rene Richard , Ching-Hsien Hsu

Explainable Artificial Intelligence (XAI) is transforming the field of Artificial Intelligence (AI) by enhancing the trust of end-users in machines. As the number of connected devices keeps on growing, the Internet of Things (IoT) market…

Artificial Intelligence · Computer Science 2022-11-08 Senthil Kumar Jagatheesaperumal , Quoc-Viet Pham , Rukhsana Ruby , Zhaohui Yang , Chunmei Xu , Zhaoyang Zhang

Internet of Things (IoT) sensors are ubiquitous technologies deployed across smart cities, industrial sites, and healthcare systems. They continuously generate time series data that enable advanced analytics and automation in industries.…

Machine Learning · Computer Science 2025-09-24 Muhammad Sakib Khan Inan , Kewen Liao

Today's needs for monitoring and control of different devices in organizations require an Internet of Things (IoT) platform that can integrate heterogeneous elements provided by multiple vendors and using different protocols, data formats…

Systems and Control · Electrical Eng. & Systems 2024-01-30 Tomás Domínguez-Bolaño , Omar Campos , Valentín Barral , Carlos J. Escudero , José A. García-Naya

Smart homes, enterprises, and cities are increasingly being equipped with a plethora of Internet of Things (IoT), ranging from smart-lights to security cameras. While IoT networks have the potential to benefit our lives, they create privacy…

Networking and Internet Architecture · Computer Science 2020-01-30 Arunan Sivanathan

Internet of Things (IoT) based applications face an increasing number of potential security risks, which need to be systematically assessed and addressed. Expert-based manual assessment of IoT security is a predominant approach, which is…

Cryptography and Security · Computer Science 2021-09-10 Xuanyu Duan , Mengmeng Ge , Triet H. M. Le , Faheem Ullah , Shang Gao , Xuequan Lu , M. Ali Babar

Internet of things is growing with a large number of diverse objects which generate billions of data streams by sensing, actuating and communicating. Management of heterogeneous IoT objects with existing approaches and processing of myriads…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-10-22 Sajjad Ali , Muhammad Aslam Jarwar , Ilyoung Chong

Gaining profound insights from collected data of today's application domains like IoT, cyber-physical systems, health care, or the financial sector is business-critical and can create the next multi-billion dollar market. However, analyzing…

Software Engineering · Computer Science 2017-04-06 Thomas Hartmann , Assaad Moawad , Francois Fouquet , Gregory Nain , Jacques Klein , Yves Le Traon , Jean-Marc Jezequel

The Internet of Things (IoT) is penetrating many facets of our daily life with the proliferation of intelligent services and applications empowered by artificial intelligence (AI). Traditionally, AI techniques require centralized data…

Signal Processing · Electrical Eng. & Systems 2021-04-28 Dinh C. Nguyen , Ming Ding , Pubudu N. Pathirana , Aruna Seneviratne , Jun Li , H. Vincent Poor

The vision of the internet of things (IoT) is a reality now. IoT devices are getting cheaper, smaller. They are becoming more and more computationally and energy-efficient. The global market of IoT-based video analytics has seen significant…

Computer Vision and Pattern Recognition · Computer Science 2021-09-14 Shailesh Arya

The goal of this dissertation is to design efficient data aggregation frameworks for massive IoT networks in different scenarios to support the proper functioning of IoT analytics layer. This dissertation includes modern algorithmic…

Networking and Internet Architecture · Computer Science 2019-07-29 Sunny Sanyal

The Internet of Things (IoT) has evolved from a novel technology to an integral part of our everyday lives. It encompasses a multitude of heterogeneous devices that collect valuable data through various sensors. The sheer volume of these…

Networking and Internet Architecture · Computer Science 2024-02-09 Mohamed Ali Zormati , Hicham Lakhlef