The Internet has opened the floor to stakeholders by redefining the way of organizing, communicating, and collaborating that was initiated by the Web's development. The advancement of the World Wide Web is an outr...
详细信息
Small and medium-sized enterprises (SMEs) can significantly enhance their efficiency and productivity with the integration of emerging technologies like the Internet of Things (IoT), However, limited resources and a l...
详细信息
ISBN:
(数字)9798350349597
ISBN:
(纸本)9798350349603
Small and medium-sized enterprises (SMEs) can significantly enhance their efficiency and productivity with the integration of emerging technologies like the Internet of Things (IoT), However, limited resources and a lack of expertise in information and communication technologies often present challenges for SMEs in their journey towards digitalization. This paper outlines the loT roadmap, detailing the necessary knowledge and support required to support SMEs in using loT technologies. Drawing upon several pilot case studies as illustrative examples, the paper underscores the value that loT and related platforms can offer SMEs within the framework of smart and sustainable development. Additionally, it highlights the challenges typically encountered in the adoption and integration of these technologies,
Resource scheduling catering to real-time IoT services in a serverless-enabled edge network is particularly challenging owing to the workload variability, strict constraints on tolerable latency, and unpredictability ...
Resource scheduling catering to real-time IoT services in a serverless-enabled edge network is particularly challenging owing to the workload variability, strict constraints on tolerable latency, and unpredictability in the energy sources powering the edge devices. This paper proposes a framework LEASE that dynamically schedules resources in serverless functions catering to different microservices and adhering to their deadline constraint. To assist the scheduler in making effective scheduling decisions, we introduce a priority-based approach that offloads functions from over-provisioned edge nodes to under-provisioned peer nodes, considering the expended energy in the process without compromising the completion time of microservices. For real-world implementations, we consider a testbed comprising a Raspberry Pi cluster serving as edge nodes, equipped with container orchestrator tools such as Kubernetes and powered by OpenFaaS, an open-source serverless platform. Experimental results demonstrate that compared to the benchmarking algorithm, LEASE achieves a 23.34% reduction in the overall completion time, with 97.64% of microservices meeting their deadline. LEASE also attains a 30.10% reduction in failure rates.
Data transmission in wireless sensor networks (WSNs) is recognized as an interesting field of research due to the specificities of this type of network, where energy consumption is considered one of the major challeng...
详细信息
The phenomenon of software architecture degradation over time highlights how systems tend to become increasingly error-prone and resistant to change as they evolve. Changes in architecture may arise from existing bugs...
详细信息
ISBN:
(数字)9798350366259
ISBN:
(纸本)9798350366266
The phenomenon of software architecture degradation over time highlights how systems tend to become increasingly error-prone and resistant to change as they evolve. Changes in architecture may arise from existing bugs and their subsequent fixes. Therefore, it is important to understand which bugs might lead to changes in the existing architecture upon resolution. In this paper, we present a framework aimed at comprehending this degeneration by delving into the origins of bugs. With a better understanding of these origins, we can pinpoint the emergence of bugs resulting from pre-existing flaws or changes within the software architecture, which can lead to architecture decay. This understanding enables us to devise targeted bug management strategies, including bug prediction, localization, and detection. Through our framework, our objective extends beyond merely enhancing bug-fixing processes towards shaping the trajectory of software architecture evolution. By proactively addressing bugs at their root causes, particularly those intertwined with the software architecture, we can aim to slow the degradation of software systems and foster the development of more resilient and adaptable architectures.
Brain-computer interfaces (BCIs) offer promising solutions for upper limb rehabilitation. Despite advancements in deep learning, traditional models for motor rehabilitation using electroencephalography (EEG) or electr...
详细信息
Lung cancer is one of the leading causes of cancer related mortality. The early detection and classification of the cancers tissues will reduce the mortalities rate. The present research focus on the development of au...
详细信息
Traditional education faces many challenges. Integrating recent technologies (e.g., Artificial Intelligence (AI), Internet of Things (IoT), 5G, etc) into the education system, known as smart education, offers promisin...
详细信息
Neuromechanical modeling that bridges neural activity and locomotion patterns is essential for studying locomotion control. The Drosophila larva, with its diverse softbodied locomotion, serves as an ideal subject for ...
详细信息
暂无评论