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IoT, Volume 5, Issue 2

June 2024 - 12 articles

Cover Story: Federated Learning (FL) is transforming Artificial Intelligence (AI) by enabling collaborative model training among multiple entities in a distributed fashion. With FL, sensitive data remain localized and only model parameters are exchanged with the server entrusted with the overall management of the training process. Despite wide applicability, FL requires AI practitioners to invest vast amounts of time manually configuring monitoring tools. To compensate, FedMon is introduced as a toolkit designed to ease the burden of FL monitoring by seamlessly integrating the probing interface with the FL deployment, automating metric extraction, providing a rich set of system, dataset, model, and experiment-level metrics, and providing the analytic means to assess trade-offs and compare different model training configurations. View this paper
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Articles (12)

  • Article
  • Open Access
4 Citations
3,646 Views
29 Pages

15 June 2024

Incorporating Internet of Things (IoT) technology into indoor kale cultivation holds significant promise for revolutionizing organic farming methodologies. While numerous studies have investigated the impact of environmental factors on kale growth in...

  • Review
  • Open Access
7 Citations
4,263 Views
40 Pages

14 June 2024

Rapid advancements in the development of smart terminals and infrastructure, coupled with a wide range of applications with complex requirements, are creating traffic demands that current networks may not be able to fully handle. Accordingly, the stu...

  • Article
  • Open Access
7 Citations
3,359 Views
28 Pages

Multi-Hospital Management: Combining Vital Signs IoT Data and the Elasticity Technique to Support Healthcare 4.0

  • Gabriel Souto Fischer,
  • Gabriel de Oliveira Ramos,
  • Cristiano André da Costa,
  • Antonio Marcos Alberti,
  • Dalvan Griebler,
  • Dhananjay Singh and
  • Rodrigo da Rosa Righi

8 June 2024

Smart cities can improve the quality of life of citizens by optimizing the utilization of resources. In an IoT-connected environment, people’s health can be constantly monitored, which can help identify medical problems before they become serio...

  • Article
  • Open Access
11 Citations
7,064 Views
25 Pages

Investigating Radio Frequency Vulnerabilities in the Internet of Things (IoT)

  • Eirini Anthi,
  • Lowri Williams,
  • Vasilis Ieropoulos and
  • Theodoros Spyridopoulos

6 June 2024

With the increase in the adoption of Internet of Things (IoT) devices, the security threat they face has become more pervasive. Recent research has demonstrated that most IoT devices are insecure and vulnerable to a range of cyber attacks. The impact...

  • Article
  • Open Access
1 Citations
2,136 Views
24 Pages

31 May 2024

Batteryless, self-sustaining embedded sensing devices are key enablers for scalable and long-term operations of Internet of Things (IoT) applications. While advancements in both energy harvesting and intermittent computing have helped pave the way fo...

  • Article
  • Open Access
5 Citations
3,746 Views
21 Pages

31 May 2024

In the face of our rapidly expanding global population, the necessity of meeting the fundamental needs of every individual is more pressing than ever. Human survival depends upon access to water, making it a vital resource that demands novel solution...

  • Article
  • Open Access
4 Citations
5,032 Views
21 Pages

30 May 2024

The rapid advancement of technology, alongside state-of-the-art techniques is at an all-time high. However, this unprecedented growth of technological prowess also brings forth potential threats, as oftentimes the security encompassing these technolo...

  • Article
  • Open Access
2,083 Views
19 Pages

Development, Implementation and Evaluation of An Epidemic Communication System

  • Naoki Yamada,
  • Takefumi Hiraguri,
  • Tomotaka Kimura,
  • Hiroyuki Shimizu,
  • Yoshihiro Takemura and
  • Takahiro Matsuda

24 May 2024

The purpose of this study is to discuss epidemic communication for drones to share information in flight and to develop a wireless system for implementation. Various theoretical studies have been conducted on epidemic communication, but their applica...

  • Article
  • Open Access
22 Citations
14,562 Views
21 Pages

22 May 2024

Smart agricultural drones for crop spraying are becoming popular worldwide. Research institutions, commercial companies, and government agencies are investigating and promoting the use of technologies in the agricultural industry. This study presents...

  • Article
  • Open Access
2 Citations
4,329 Views
23 Pages

FedMon: A Federated Learning Monitoring Toolkit

  • Moysis Symeonides,
  • Demetris Trihinas and
  • Fotis Nikolaidis

11 April 2024

Federated learning (FL) is rapidly shaping into a key enabler for large-scale Artificial Intelligence (AI) where models are trained in a distributed fashion by several clients without sharing local and possibly sensitive data. For edge computing, sha...

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IoT - ISSN 2624-831X