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As the ratification of 5G New Radio technology is being completed, enabling network architectures are expected to undertake a matching effort. Conventional cloud and edge computing paradigms may thus become insufficient in supporting the…

网络与互联网体系结构 · 计算机科学 2024-10-30 Sergey Andreev , Vitaly Petrov , Kaibin Huang , Maria A. Lema , Mischa Dohler

Mobile devices have become an indispensable component of Internet of Things (IoT). However, these devices have resource constraints in processing capabilities, battery power, and storage space, thus hindering the execution of…

分布式、并行与集群计算 · 计算机科学 2019-09-25 Abdullah Yousafzai , Ibrar Yaqoob , Muhammad Imran , Abdullah Gani , Rafidah Md Noor

In recent years, 5G network systems start to offer communication infrastructure for Internet of Things (IoT) applications, especially for health care service pro-viders. In smart health care systems, edge computing enabled Internet of…

网络与互联网体系结构 · 计算机科学 2022-07-22 Jitendra Kumar Samriya , Mohit Kumar , Maria Ganzha , Marcin Paprzycki , Marek Bolanowski , Andrzej Paszkiewicz

The rapid growth of the Internet of Things (IoT) applications inflicts high requirements for computing resources and network bandwidth. A growing number of service providers are applying edge-cloud computing to improve the quality of their…

分布式、并行与集群计算 · 计算机科学 2024-12-05 Hafiz Faheem Shahid , Erkki Harjula

Cloud Computing (CC) serves to be a key driver for fulfilling the store and compute requirements of a modern Smart Grid (SG). However, since the datacenters are deployed in concentrated and far remote areas, it fails to guarantee the…

网络与互联网体系结构 · 计算机科学 2018-05-24 Md. Muzakkir Hussain , Mohammad Saad Alam , M. M. Sufyan Beg

The fast growth of Internet-connected embedded devices demands for new capabilities at the network edge. These new capabilities are local processing, efficient communications, and resource virtualization. The current work aims to address…

网络与互联网体系结构 · 计算机科学 2023-04-04 Patricia Cardoso , Jose Moura , Rui Marinheiro

LoraWAN has turned out to be one of the most successful frameworks in IoT devices. Real world scenarios demand the use of such networks along with a robust stream processing application layer. To maintain the exactly once processing…

网络与互联网体系结构 · 计算机科学 2021-11-02 Kunal Chowdhury

As the number of Internet of Medical Things (IoMT) increases, the need for performing on-premises tasks within hospitals or medical centers also increases. Many healthcare organizations are progressively embracing or adopting an edge…

网络与互联网体系结构 · 计算机科学 2021-08-31 Eyhab Al-Masri

Computational resource provisioning that is closer to a user is becoming increasingly important, with a rise in the number of devices making continuous service requests and with the significant recent take up of latency-sensitive…

分布式、并行与集群计算 · 计算机科学 2017-04-14 Vishal Sharma , Kathiravan Srinivasan , Dushantha Nalin K. Jayakody , Omer Rana , Ravinder Kumar

With the rapid advances in IoT, edge and cloud computing solutions, it is critical to educate and train students in computer science and engineering in various aspects of IoT-edge-cloud (IoT-E-C) system architecture implementations. We…

网络与互联网体系结构 · 计算机科学 2021-04-27 Jasenka Dizdarevic , Admela Jukan

Recently, to deliver services directly to the network edge, fog computing, an emerging and developing technology, acts as a layer between the cloud and the IoT worlds. The cloud or fog computing nodes could be selected by IoTs applications…

分布式、并行与集群计算 · 计算机科学 2024-02-05 Ahmed A. A. Gad-Elrab , Almohammady S. Alsharkawy , Mahmoud E. Embabi , Ahmed Sobhi , Farouk A. Emara

Soon after realizing that Cloud Computing could indeed help several industries overcome classical product-centric approaches in favor of more affordable service-oriented business models, we are witnessing the rise of a new disruptive…

网络与互联网体系结构 · 计算机科学 2019-09-04 Mattia Antonini , Massimo Vecchio , Fabio Antonelli

Over the past few years, The idea of edge computing has seen substantial expansion in both academic and industrial circles. This computing approach has garnered attention due to its integrating role in advancing various state-of-the-art…

网络与互联网体系结构 · 计算机科学 2024-02-21 Balqees Talal Hasan , Ali Kadhum Idrees

This paper proposes Shoggoth, an efficient edge-cloud collaborative architecture, for boosting inference performance on real-time video of changing scenes. Shoggoth uses online knowledge distillation to improve the accuracy of models…

计算机视觉与模式识别 · 计算机科学 2023-06-28 Liang Wang , Kai Lu , Nan Zhang , Xiaoyang Qu , Jianzong Wang , Jiguang Wan , Guokuan Li , Jing Xiao

The combination of the infrastructure provided by the Internet of Things (IoT) with numerous processing nodes present at the Edge Computing (EC) ecosystem opens up new pathways to support intelligent applications. Such applications can be…

机器学习 · 计算机科学 2021-07-23 Kostas Kolomvatsos , Christos Anagnostopoulos

As an enabler technique, data fusion has gained great attention in the context of Internet of things (IoT). In traditional settings, data fusion is done at the cloud server. So the data to be fused should be transferred from the sensor…

分布式、并行与集群计算 · 计算机科学 2019-09-09 Linfu Yang , Bin Liu

The edge-cloud continuum has emerged as a transformative paradigm that meets the growing demand for low-latency, scalable, end-to-end service delivery by integrating decentralized edge resources with centralized cloud infrastructures.…

分布式、并行与集群计算 · 计算机科学 2025-06-04 Loris Belcastro , Fabrizio Marozzo , Alessio Orsino , Domenico Talia , Paolo Trunfio

The Internet of Things (IoT) is transforming industries by connecting billions of devices to collect, process, and share data. However, the massive data volumes and real-time demands of IoT applications strain traditional cloud computing…

网络与互联网体系结构 · 计算机科学 2025-11-14 Ameneh Zarei , Mahmood Ahmadi , Farhad Mardukhi

Mobile edge clouds (MECs) bring the benefits of the cloud closer to the user, by installing small cloud infrastructures at the network edge. This enables a new breed of real-time applications, such as instantaneous object recognition and…

分布式、并行与集群计算 · 计算机科学 2018-09-25 Andrew Machen , Shiqiang Wang , Kin K. Leung , Bong Jun Ko , Theodoros Salonidis

Recent developments in the Internet of Things (IoT) and real-time applications, have led to the unprecedented growth in the connected devices and their generated data. Traditionally, this sensor data is transferred and processed at the…

分布式、并行与集群计算 · 计算机科学 2023-07-17 Satish Narayana Srirama