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Managing the explosion of data from the edge to the cloud requires intelligent supervision such as fog node deployments, which is an essential task to assess network operability. To ensure network operability, the deployment process must be…

网络与互联网体系结构 · 计算机科学 2024-04-16 Abdenacer Naouri , Nabil Abdelkader Nouri , Sahraoui Dhelim , Amar Khelloufi , Abdelkarim Ben Sada , Huansheng Ning

Fog computing has emerged as a promising technology that can bring the cloud applications closer to the physical IoT devices at the network edge. While it is widely known what cloud computing is, and how data centers can build the cloud…

网络与互联网体系结构 · 计算机科学 2016-11-29 Eva Marin Tordera , Xavi Masip-Bruin , Jordi Garcia-Alminana , Admela Jukan , Guang-Jie Ren , Jiafeng Zhu , Josep Farre

The concept of fog computing is centered around providing computation resources at the edge of network, thereby reducing the latency and improving the quality of service. However, it is still desirable to investigate how and where at the…

网络与互联网体系结构 · 计算机科学 2018-07-04 Abbas Kiani , Nirwan Ansari , Abdallah Khreishah

The increasing use of wearables in smart telehealth generates heterogeneous medical big data. Cloud and fog services process these data for assisting clinical procedures. IoT based ehealthcare have greatly benefited from efficient data…

计算机与社会 · 计算机科学 2017-12-29 Debanjan Borthakur , Harishchandra Dubey , Nicholas Constant , Leslie Mahler , Kunal Mankodiya

Deploying foundation models in embodied edge systems is fundamentally a systems problem, not just a problem of model compression. Real-time control must operate within strict size, weight, and power constraints, where memory traffic,…

Industry 4.0 operates based on IoT devices, sensors, and actuators, transforming the use of computing resources and software solutions in diverse sectors. Various Industry 4.0 latency-sensitive applications function based on machine…

分布式、并行与集群计算 · 计算机科学 2023-01-03 Razin Farhan Hussain , Mohsen Amini Salehi

Internet-of-Things (IoT) systems are becoming increasingly complex, heterogeneous and pervasive, integrating a variety of physical devices and virtual services that are spread across architecture layers (cloud, fog, edge) using different…

分布式、并行与集群计算 · 计算机科学 2019-11-12 Maria Salama , Yehia Elkhatib , Gordon S. Blair

In recent years, there has been a significant expansion in the Internet of Things (IoT), with a growing number of devices being connected to the internet. This has led to an increase in data collection and analysis as well as the…

网络与互联网体系结构 · 计算机科学 2024-04-26 Mohammed A. Alshahrani , Ahmad Adnan Qidan , Taisir E. H. El-Gorashi , Jaafar M. H. Elmirghani

Fog computing is a promising computing paradigm for time-sensitive Internet of Things (IoT) applications. It helps to process data close to the users, in order to deliver faster processing outcomes than the Cloud; it also helps to reduce…

分布式、并行与集群计算 · 计算机科学 2022-12-02 Ranesh Kumar Naha , Saurabh Garg , Sudheer Kumar Battula , Muhammad Bilal Amin , Dimitrios Georgakopoulos

Today, wearable internet-of-things (wIoT) devices continuously flood the cloud data centers at an enormous rate. This increases a demand to deploy an edge infrastructure for computing, intelligence, and storage close to the users. The…

分布式、并行与集群计算 · 计算机科学 2017-01-31 Nicholas Constant , Debanjan Borthakur , Mohammadreza Abtahi , Harishchandra Dubey , Kunal Mankodiya

Fog computing can support IoT services with fast response time and low bandwidth usage by moving computation from the cloud to edge devices. However, existing fog computing frameworks have limited flexibility to support dynamic service…

分布式、并行与集群计算 · 计算机科学 2019-07-22 Bin Cheng , Jonathan Fürst , Gurkan Solmaz , Takuya Sanada

The rapid evolution of embedded systems, along with the growing variety and complexity of AI algorithms, necessitates a powerful hardware/software co-design methodology based on virtual prototyping technologies. The market offers a diverse…

分布式、并行与集群计算 · 计算机科学 2025-10-20 Tim Kraus , Axel Sauer , Ingo Feldner

In this survey, we discuss the evolution of distributed computing from the utility computing to the fog computing, various research challenges for the development of fog computing environments, the current status on fog computing research…

网络与互联网体系结构 · 计算机科学 2018-04-13 Shubha Brata Nath , Harshit Gupta , Sandip Chakraborty , Soumya K Ghosh

As vehicles playing an increasingly important role in people's daily life, requirements on safer and more comfortable driving experience have arisen. Connected vehicles (CVs) can provide enabling technologies to realize these requirements…

网络与互联网体系结构 · 计算机科学 2020-09-29 Haoxin Wang , Tingting Liu , BaekGyu Kim , Chung-Wei Lin , Shinichi Shiraishi , Jiang Xie , Zhu Han

Fog computing architectures distribute computational and storage resources along the continuum from the cloud to things. Therefore, the execution of services or the storage of files can be closer to the users. The main objectives of fog…

分布式、并行与集群计算 · 计算机科学 2024-06-17 Carlos Guerrero , Isaac Lera , Carlos Juiz

The Internet of Things (IoT) has become the forefront of bridging different technologies together. It brings rise to online computational services that make mundane tasks convenient. However, the volume of devices connecting to the network…

网络与互联网体系结构 · 计算机科学 2019-10-18 Marc Jayson Baucas , Petros Spachos

Cloud computing, despite its inherent advantages (e.g., resource efficiency) still faces several challenges. the wide are network used to connect the cloud to end-users could cause high latency, which may not be tolerable for some…

分布式、并行与集群计算 · 计算机科学 2020-01-22 Carla Mouradian , Fereshteh Ebrahimnezhad , Yassine Jebbar , Jasmeen Kaur Ahluwalia , Seyedeh Negar Afrasiabi , Roch H. Glitho , Ashok Moghe

The pervasiveness of "Internet-of-Things" in our daily life has led to a recent surge in fog computing, encompassing a collaboration of cloud computing and edge intelligence. To that effect, deep learning has been a major driving force…

机器学习 · 计算机科学 2020-05-25 Yinghan Long , Indranil Chakraborty , Kaushik Roy

FPGA-level emulation is a key step in pre-silicon chip design validation. However, emulating large-scale multi-core systems increasingly exceed the hardware resource capacity of a single FPGA, limiting the feasibility of full-system…

硬件体系结构 · 计算机科学 2026-05-01 Alexander Kropotov , Miquel Moreto , Behzad Salami

The Internet of Things is transforming our society by monitoring users and infrastructures' behavior to enable new services that will improve life quality and resource management. These applications require a vast amount of localized…

分布式、并行与集群计算 · 计算机科学 2023-12-06 Román Cárdenas , Patricia Arroba , Roberto Blanco , Pedro Malagón , José L. Risco-Martín , José M. Moya