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Multimodal Federated Learning (FL) integrates two crucial research areas in IoT scenarios: utilizing complementary multimodal data to enhance downstream inference performance and conducting decentralized training to safeguard privacy. However, existing ...

Next-generation wireless systems utilize large signal band-widths to meet the growing data rate demands of emerging applications and to provide enhanced resolution for wireless sensing and imaging. This poses significant challenges in the design of the ...

The Message Queuing Telemetry Transport (MQTT) protocol is essential for IoT communications, enabling lightweight device messaging. However, its widespread use increases security vulnerabilities. This paper introduces the MQTT Vulnerability Exploration ...

The emergent large language/multimodal models facilitate the evolution of mobile agents, especially in mobile UI task automation. However, existing evaluation approaches, which rely on human validation or established datasets to compare agent-predicted ...

As accessibility’s importance continues to grow, there is a need to develop accessibility education and raise awareness through engaging hands-on experiences. First, this article describes the design process of the public accessibility testbed, which ...

Operations in the Information Environment (OIE) is a rapidly evolving field in US government defense. Historically, the use of testbeds and assessments contributed to the maturation of cybersecurity, in both industry and defense. Cybersecurity testbeds ...

Function-as-a-Service (FaaS) is a compelling new programming model for developing applications running on fog infrastructures. FaaS applications are composed of short-lived, event-triggered units, called functions. Functions can be flexibly deployed on ...

Facing economic challenges due to the diverse objectives of businesses, and consumers, commercial greenhouses strive to minimize energy costs while addressing CO₂ emissions. This scenario is intensified by rising energy costs and the global ...

DDoSimQ, a simulation testbed for replicating intricate botnet DDoS attacks, is introduced. Building on the foundation of DDoSim (a testbed that uses Docker containers and the NS-3 simulator for IoT botnet DDoS attack simulations), DDoSimQ extends its ...

Routing long trips of electric vehicles (EVs) is in growing demand and a non-trivial task as charging stops have to be planned along the way. Developing and testing realistic EV routing algorithms is challenging as multiple factors have to be considered ...

Federated Learning (FL) enabled creating models that are competitive to centralized Machine Learning models while preserving privacy by allowing clients to train data locally. Despite FL research growth, most of the work assessment and existing open-...

Network densification has been a key contributor to the performance improvements of the wireless ecosystem, particularly in terms of aggregate capacity. In other words, adding more base stations (BSs) or access points (APs) allows for spatial reuse of RF ...

Microservice applications have gained significant popularity due to their capability to decrease the complexity of developing highly scalable, manageable, and flexible systems. However, the microservices distributed nature, fine service granularity, and ...

High-quality network traffic measurements from realistic network deployments are crucial to analyze and better understand emerging network technologies for the purpose of maturing them. However, achieving this measurement goal for the Named Data ...

Millimeter-wave (mmWave) communications are crucial for unlocking the potential of future communication systems. Phased arrays play a vital role in generating directional beams, mitigating the high path-loss associated with these frequencies. ...

This paper presents SymbIoT, an extensible hybrid simulation-emulation testbed to investigate the integration of blockchain and distributed ledger technology (DLT) within the Industrial Internet of Things (IIoT) continuum. By adopting a joint software ...

This poster presents a multi-access network testbed designed to serve as an essential tool for research on Access Traffic Steering, Switching, and Splitting (ATSSS) in 4G and 5G networks. By integrating Non-3GPP Inter-Working Function (N3IWF) and 5G ...

Human sensing with millimeter waves (mmWaves) is rapidly gaining momentum. In particular, mmWave radars are becoming the technology of choice in applications like contactless vital signs monitoring, people tracking, or activity recognition, when ...

A premature crack is a significant indicator for early failure detection for underground polyvinyl chloride (PVC) water pipes. Using an array of strain gauges mounted on a pipe surface to monitor the strain of adjacent areas of a premature crack is a ...

The work presented in this paper focuses on the implementation of a testbed for the evaluation of content distribution systems using LL-DASH (Low Latency DASH -Dynamic Adaptive Streaming over HTTP-) and devices that provide real-time sources or servers ...