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Future Internet, Volume 16, Issue 7

July 2024 - 39 articles

Cover Story: Digital twins, virtual replicas of physical systems, have revolutionized smart manufacturing by enabling advanced simulation and early fault diagnosis. However, these models deteriorate over time due to dynamic data streams. To address this issue, Ragini Gupta and her fellow researchers from Prof. Klara Nahrstedt's lab at the University of Illinois at Urbana-Champaign introduced TWIN-ADAPT, a continuous learning framework for real-time anomaly classification in IoT-driven semiconductor labs, cleanrooms. TWIN-ADAPT uses dual-window strategies to detect and adapt to concept drift and Particle Swarm Optimization for hyperparameter tuning. Tested on cleanroom datasets, it demonstrates superior performance, handling both abrupt and gradual data changes. View this paper
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Articles (39)

  • Article
  • Open Access
1,486 Views
16 Pages

The Internet of Things (IoT) has become ubiquitous. IoT devices are applied in a multitude of applications, e.g., in smart home scenarios, building automation, smart energy and smart cities, healthcare, and industrial environments. Fast and efficient...

  • Systematic Review
  • Open Access
2 Citations
1,862 Views
27 Pages

In recent years, the attention paid to the metaverse in the scientific world has increased; the hottest topics include system architecture and enabling technologies, as well as business, privacy, ethical, and security issues. On the other side, at th...

  • Article
  • Open Access
1 Citations
3,264 Views
18 Pages

In recent years, various Remote Code Execution vulnerabilities on the Internet have been exposed frequently; thus, more and more security researchers have begun to pay attention to the detection of Remote Code Execution attacks. In this paper, we foc...

  • Review
  • Open Access
21 Citations
6,472 Views
23 Pages

Irrigation refers to supplying water to soil through pipes, pumps, and spraying systems to ensure even distribution across the field. In traditional farming or gardening, the setup and usage of an agricultural irrigation system solely rely on the per...

  • Article
  • Open Access
4 Citations
2,472 Views
20 Pages

Performance Impact of Nested Congestion Control on Transport-Layer Multipath Tunneling

  • Marcus Pieska,
  • Andreas Kassler,
  • Anna Brunstrom,
  • Veselin Rakocevic and
  • Markus Amend

Multipath wireless access aims to seamlessly aggregate multiple access networks to increase data rates and decrease latency. It is currently being standardized through the ATSSS architectural framework as part of the fifth-generation (5G) cellular ne...

  • Article
  • Open Access
4 Citations
2,141 Views
14 Pages

This article presents a model built for deep digitalization in the construction industry and for making building information modeling achieve a greater level of transparency, verifiability and effectiveness for the benefit of all stakeholders. Thanks...

  • Systematic Review
  • Open Access
3 Citations
2,946 Views
16 Pages

Exploring the Architectural Composition of Cyber Ranges: A Systematic Review

  • Dionysios Stamatopoulos,
  • Menelaos Katsantonis,
  • Panagiotis Fouliras and
  • Ioannis Mavridis

In light of the ever-increasing complexity of cyber–physical systems (CPSs) and information technology networking systems (ITNs), cyber ranges (CRs) have emerged as a promising solution by providing theoretical and practical cybersecurity knowl...

  • Article
  • Open Access
1 Citations
1,623 Views
18 Pages

The Internet of Medical Things (IoMT) represents a specialized domain within the Internet of Things, focusing on medical devices that require regulatory approval to ensure patient safety. Trusted composition of IoMT systems aims to ensure high assura...

  • Article
  • Open Access
2 Citations
4,036 Views
23 Pages

Understanding household energy-consumption patterns is essential for developing effective energy-conservation strategies. This study aims to identify ‘out-profiled’ consumers—households that exhibit atypical energy-usage behaviors&m...

  • Article
  • Open Access
3 Citations
6,046 Views
19 Pages

Today, more than ever before, technological progress is evolving rapidly, and in the absence of adequate regulatory frameworks, the big players in the digital market (the so-called Big Techs) are exploiting personal data (name, address, telephone num...

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Future Internet - ISSN 1999-5903