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The full realization of smart city technology is dependent on the secure and honest collaboration between IoT applications and edge-computing. In particular, resource constrained IoT devices may rely on fog-computing to alleviate the…

密码学与安全 · 计算机科学 2024-05-03 Ismael Martinez , Abdelhakim Senhaji Hafid , Michel Gendreau

Fog or Edge computing has recently attracted broad attention from both industry and academia. It is deemed as a paradigm shift from the current centralized cloud computing model and could potentially bring a "Fog-IoT" architecture that…

网络与互联网体系结构 · 计算机科学 2018-06-19 Jianli Pan , Yuanni Liu , Jianyu Wang , Austin Hester

Networked embedded systems endowed with sensing, computing, control and communication capabilities allow the development of various application scenarios and represent the building blocks of the Internet of Things (IoT) paradigm.…

分布式、并行与集群计算 · 计算机科学 2019-03-25 Viorel Mihai , Cristina Elena Hanganu , Grigore Stamatescu , Dan Popescu

The evolution of smart cities demands scalable, secure, and energy-efficient architectures for real-time data processing. With the number of IoT devices expected to exceed 40 billion by 2030, traditional cloud-based systems are increasingly…

软件工程 · 计算机科学 2025-06-17 Debasish Jana , Pinakpani Pal , Pawan Kumar

Fog Computing is now emerging as the dominating paradigm bridging the compute and connectivity gap between sensing devices (a.k.a. "things") and latency-sensitive services. However, as fog deployments scale by accumulating numerous devices…

分布式、并行与集群计算 · 计算机科学 2020-11-05 Zacharias Georgiou , Chryssis Georgiou , George Pallis , Elad Michael Schiller , Demetris Trihinas

We consider a detection problem where sensors experience noisy measurements and intermittent communication opportunities to a centralized fusion center (or cloud). The objective of the problem is to arrive at the correct estimate of event…

系统与控制 · 电气工程与系统科学 2020-09-23 Michal Yemini , Stephanie Gil , Andrea Goldsmith

Mobile users in an urban environment access content on the internet from different locations. It is challenging for the current service providers to cope with the increasing content demand from a large number of collocated mobile users.…

网络与互联网体系结构 · 计算机科学 2017-07-21 Junaid Ahmed Khan , Cedric Westphal , Yacine Ghamri-Doudane

Industry 4.0 applications foster new business opportunities but they also pose new and challenging requirements, such as low latency communications and highly reliable systems. They enable to exploit novel wireless technologies (5G), but it…

网络与互联网体系结构 · 计算机科学 2020-01-23 Goiuri Peralta , Pablo Garrido , Josu Bilbao , Ramón Agüero , Pedro M. Crespo

In recent years, there has been a shift in computing architectures, moving away from centralized cloud computing towards decentralized edge and fog computing. This shift is driven by factors such as the increasing volume of data generated…

密码学与安全 · 计算机科学 2024-03-21 Carmine Cesarano

The evolution of the utilization of technologies in nearly all aspects of life has produced an enormous amount of data essential in a smart city. Therefore, maximizing the benefits of technologies such as cloud computing, fog computing, and…

密码学与安全 · 计算机科学 2020-01-20 Abdulwahab Alazeb , Brajendra Panda

Machine Learning systems rely on data for training, input and ongoing feedback and validation. Data in the field can come from varied sources, often anonymous or unknown to the ultimate users of the data. Whenever data is sourced and used,…

计算机与社会 · 计算机科学 2019-04-08 Iain Barclay , Alun Preece , Ian Taylor , Dinesh Verma

In big cloud structures or large data structures, fog computing could be interpreted, referring critically to the growing issues and problems in accessing the information among the Internet of things (IoT) devices. Fog computing can be used…

网络与互联网体系结构 · 计算机科学 2020-06-05 Tanweer Alam

Edge/Fog computing is a novel computing paradigm that provides resource-limited Internet of Things (IoT) devices with scalable computing and storage resources. Compared to cloud computing, edge/fog servers have fewer resources, but they can…

分布式、并行与集群计算 · 计算机科学 2021-08-10 Qifan Deng , Rajkumar Buyya

Social sensing services use humans as sensor carriers, sensor operators and sensors themselves in order to provide situation-awareness to applications. This promises to provide a multitude of benefits to the users, for example in the…

分布式、并行与集群计算 · 计算机科学 2017-03-07 Ruben Mayer , Harshit Gupta , Enrique Saurez , Umakishore Ramachandran

Emerging technologies that generate a huge amount of data such as the Internet of Things (IoT) services need latency aware computing platforms to support time-critical applications. Due to the on-demand services and scalability features of…

分布式、并行与集群计算 · 计算机科学 2020-12-24 Ranesh Kumar Naha , Saurabh Garg , Andrew Chan

During the last decade, Cloud computing has efficiently exploited the economy of scale by providing low cost computational and storage resources over the Internet, eventually leading to consolidation of computing resources into large data…

分布式、并行与集群计算 · 计算机科学 2018-03-12 Dragi Kimovski , Humaira Ijaz , Nishant Surabh , Radu Prodan

Nowadays, the Internet of Things (IoT) creates a vast ecosystem of intelligent objects interconnected via the Internet, allowing them to exchange information and to interact. This paradigm has been extended to a new concept, called the Web…

网络与互联网体系结构 · 计算机科学 2022-09-23 Meriem Achir , Abdelkrim Abdelli , Lynda Mokdad

Due to the pervasive diffusion of personal mobile and IoT devices, many "smart environments" (e.g., smart cities and smart factories) will be, generators of huge amounts of data. Currently, analysis of this data is typically achieved…

分布式、并行与集群计算 · 计算机科学 2021-09-24 Lorenzo Valerio , Marco Conti , Andrea Passarella

The heterogeneous and distributed nature of the Internet of Things (IoT) is driving the need for extremely fast and fine-grained service provisioning in 5/5+G architectures and beyond. To meet these needs, it is critical to enable efficient…

网络与互联网体系结构 · 计算机科学 2018-03-05 Mays AL-Naday , Martin J. Reed , Janne Riihijärvi , Dirk Trossen , Nikolaos Thomos , Mohammed Q. S. Al-Khalidi

Fog computing extends cloud computing technology to the edge of the infrastructure to let IoT applications access objects' data with reduced latency, location awareness and dynamic computation. By displacing workloads from the central cloud…

网络与互联网体系结构 · 计算机科学 2018-10-11 Francescomaria Faticanti , Francesco De Pellegrini , Domenico Siracusa , Daniele Santoro , Silvio Cretti