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- research-articleJanuary 2025
Augmented Artificial Intelligence in 5G, 6G, and Beyond: A Quantum Leap
Computer (COMP), Volume 58, Issue 1Pages 24–32https://doi.org/10.1109/MC.2024.3445532This article introduces the term augmented artificial intelligence (A2I) to emphasize the integration of AI with human judgment and ethical considerations, proposing that if AI underpins the Fourth Industrial Revolution, then A2I should serve as the ...
- research-articleDecember 2024
AI Robustness Against Attacks in City-Scale Autonomous Drone Deployments
- Abdul-Rasheed Ottun,
- Adeyinka Akintola,
- Mohan Liyanage,
- Michell Boerger,
- Pan Hui,
- Sasu Tarkoma,
- Nikolay Tcholtchev,
- Petteri Nurmi,
- Huber Flores
Computer (COMP), Volume 57, Issue 12Pages 47–57https://doi.org/10.1109/MC.2024.3461841We analyze the impact of poisoning attacks on autonomous drones and demonstrate how explainable artificial intelligence techniques can be employed to detect them. We then delve into the risks, opportunities, and research challenges, ultimately paving the ...
- research-articleSeptember 2024
EDHOC Is a New Security Handshake Standard: An Overview of Security Analysis
- Elsa López Pérez,
- Göran Selander,
- John Preuß Mattsson,
- Thomas Watteyne,
- Mališa Vučinić,
- James Bret Michael
Computer (COMP), Volume 57, Issue 9Pages 101–110https://doi.org/10.1109/MC.2024.3415908We wrap up the call for formal analysis of the new security handshake protocol EDHOC by providing an overview of the protocol, a summary of the formal security analyses, and a discussion on open venues for future work.
- research-articleSeptember 2024
Certifiability Analysis of Machine Learning Systems for Low-Risk Automotive Applications
Computer (COMP), Volume 57, Issue 9Pages 45–56https://doi.org/10.1109/MC.2024.3401402We analyze the existing safety standard, ISO 26262, for automotive applications, determining the certifiability of machine learning (ML) approaches used in low-risk automotive applications. This can help assuring the security and safety of ML-based ...
- discussionAugust 2024
Convergence of IT, OT, and the IoT
Computer (COMP), Volume 57, Issue 8Pages 108–112https://doi.org/10.1109/MC.2024.3407248IT is evolving new business models and ecosystems, such as on-demand ecologic mobility and artificial intelligence-based diagnostics. Devices are connected by the Internet of Things toward flexible services. Companies must converge competences to keep ...
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- research-articleMarch 2024
Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions
- Abhishek Hazra,
- Andrea Morichetta,
- Ilir Murturi,
- Lauri Lovén,
- Chinmaya Kumar Dehury,
- Víctor Casamayor Pujol,
- Praveen Kumar Donta,
- Schahram Dustdar
Computer (COMP), Volume 57, Issue 3Pages 69–78https://doi.org/10.1109/MC.2023.3334913This article combines Distributed Artificial Intelligence (DAI) with zero-touch provisioning (ZTP) for edge networks. Several advantages are also highlighted that come with incorporating DAI into ZTP in the context of edge networks. Further, we draw ...
- research-articleJanuary 2024
Industrial Internet of Things: Trends and Challenges
Computer (COMP), Volume 57, Issue 1Pages 124–128https://doi.org/10.1109/MC.2023.3331552Industry is a leading application domain for the Internet of Things. The wide availability of industrial control systems (operational technology) combined with the Internet revolutionizes infrastructures and services, especially critical ones, providing ...
- discussionJanuary 2024
Data Centers in Your Backyard?
Computer (COMP), Volume 57, Issue 1Pages 82–87https://doi.org/10.1109/MC.2023.3319882Northern Virginia holds the distinction of being recognized as the global hub of the Internet. Although the region’s data centers have yielded significant economic advantages, skeptics have voiced sustainability issues.
- research-articleNovember 2023
A Research Agenda for NFTs
Computer (COMP), Volume 56, Issue 12Pages 80–90https://doi.org/10.1109/MC.2023.3271021Non-fungible tokens (NFTs) could potentially have a broader transformational effect than mere blockchain because they challenge the traditional notions of ownership and is, therefore, a more fundamental challenge to our established economic and social ...
- research-articleOctober 2023
Can Video as a Service Paradigm Lead to the Future Internet of Video Things?
Computer (COMP), Volume 56, Issue 11Pages 73–84https://doi.org/10.1109/MC.2023.3261462This paper proposes a novel service-oriented integration paradigm for Internet of Video Things (referred to as Video as a Service), which orchestrates network slicing and utilizes multi-agent deep reinforcement learning to customize and maximize video ...
- research-articleOctober 2023
Multimaster Node Byzantine Fault-Tolerant Consensus Algorithm Based on Consistent Hash Algorithm
Computer (COMP), Volume 56, Issue 11Pages 48–63https://doi.org/10.1109/MC.2023.3255305We propose a consensus mechanism based on the consistent hash algorithm for multiple master nodes. The consensus mechanism uses a consistent hash algorithm to select consensus group nodes and common nodes and further selects multiple master nodes on this ...
- research-articleOctober 2022
The Multibillion Dollar Software Supply Chain of Ethereum
Computer (COMP), Volume 55, Issue 10Pages 26–34https://doi.org/10.1109/MC.2022.3175542Ethereum is the single largest programmable blockchain platform today. Ethereum nodes operate the blockchain, relying on a vast supply chain of third-party software dependencies. In this article, we perform an analysis of the software supply chain of Java ...
- research-articleOctober 2022
Supervisor Synthesis: Bridging Theory and Practice
Computer (COMP), Volume 55, Issue 10Pages 48–54https://doi.org/10.1109/MC.2021.3134934In recent years, owing to important improvements, the applicability of supervisor synthesis has significantly increased. We discuss notable developments that were pivotal in the application of supervisor synthesis to large infrastructural systems.
- research-articleAugust 2022
Collaboration Stability: Quantifying the Success and Failure of Opportunistic Collaboration
- Huber Flores,
- Agustin Zuniga,
- Sasu Tarkoma,
- Leonardo Tonetto,
- Tristan Braud,
- Pan Hui,
- Yong Li,
- Mostafa Ammar,
- Petteri Nurmi
Computer (COMP), Volume 55, Issue 8Pages 70–81https://doi.org/10.1109/MC.2021.3112850We quantify and derive a general model for the collaboration stability of human mobility and demonstrate its importance for networking applications. Our results demonstrate that collaboration opportunities are highly dependent on the context where they ...
- research-articleJuly 2022
Space Broadband Access: The Race Has Just Begun
Computer (COMP), Volume 55, Issue 7Pages 38–45https://doi.org/10.1109/MC.2022.3160472Recent years have witnessed an exponential growth of the commercial space industry, including rocket launch, satellite network deployment, private space travel, and even extraterrestrial colonization. Several trends are predicted in this unprecedented ...
- research-articleJuly 2022
The Convergence of Hyperscale Data Center and High-Performance Computing Networks
Computer (COMP), Volume 55, Issue 7Pages 29–37https://doi.org/10.1109/MC.2022.3158437We discuss the differences and commonalities between network technologies used in supercomputers and data centers and outline a path to convergence at multiple layers. We predict that emerging smart networking solutions will accelerate that convergence.
- discussionJanuary 2022
Reshaping the Intelligent Transportation Scene: Challenges of an Operational and Safe Internet of Vehicles
Computer (COMP), Volume 55, Issue 1Pages 104–107https://doi.org/10.1109/MC.2021.3125075In the emerging era of transportation, the Internet of Vehicles envisions a large ecosystem where vehicles, traffic infrastructure, smart city sensors, and citizens will interoperate, providing safe and fast transportation services. How close are we to ...
- research-articleJanuary 2022
On the High-Energy Consumption of Bitcoin Mining
Computer (COMP), Volume 55, Issue 1Pages 88–93https://doi.org/10.1109/MC.2021.3123781A well-known fact is that Bitcoin’s blockchain maintenance using proof-of-work mining consumes a lot of energy. This article explains how this energy expense is inherent to Bitcoin’s design whose purpose is to induce a truly distributed peer-to-peer ...