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Security challenges for Cloud or Fog-based machine learning services pose several concerns. Securing the underlying Cloud or Fog services is essential, as successful attacks against these services, on which machine learning applications…

密码学与安全 · 计算机科学 2023-12-22 Amir Pakmehr , Andreas Aßmuth , Christoph P. Neumann , Gerald Pirkl

Compute infrastructure hosted by a cloud provider allows an application to scale without limit. The application developer no longer needs to worry about the up-front investment in a server farm provisioned for a worst-case load scenario.…

分布式、并行与集群计算 · 计算机科学 2022-06-16 Michael Howard

The Internet of Things (IoT) paradigm is being rapidly adopted for the creation of smart environments in various domains. The IoT-enabled Cyber-Physical Systems (CPSs) associated with smart city, healthcare, Industry 4.0 and Agtech handle a…

分布式、并行与集群计算 · 计算机科学 2020-07-28 Redowan Mahmud , Kotagiri Ramamohanarao , Rajkumar Buyya

Cloud computing is an Internet-based computing, where shared resources, software and information, are provided to computers and devices on-demand. It provides people the way to share distributed resources and services that belong to…

分布式、并行与集群计算 · 计算机科学 2011-11-15 Pardeep Kumar , Vivek Kumar Sehgal , Durg Singh Chauhan , P. K. Gupta , Manoj Diwakar

The new era of computing called Cloud Computing allows the user to access the cloud services dynamically over the Internet wherever and whenever needed. Cloud consists of data and resources; and the cloud services include the delivery of…

分布式、并行与集群计算 · 计算机科学 2012-06-27 A. Anasuya Threse Innocent

Fog computing is a recent computational paradigm that was proposed to solve some weaknesses in cloud-based systems. For this reason, this technology has been extensively studied by several technology areas. It is still in a maturing stage,…

分布式、并行与集群计算 · 计算机科学 2022-03-16 João Bachiega , Breno Costa , Aleteia P. F. Araujo

Drone security is currently a major topic of discussion among researchers and industrialists. Although there are multiple applications of drones, if the security challenges are not anticipated and required architectural changes are not…

密码学与安全 · 计算机科学 2021-08-18 Vikas Hassija , Vinay Chamola , Adhar Agrawal , Adit Goyal , Nguyen Cong Luong , Dusit Niyato , F. Richard Yu , Mohsen Guizani

As billions of devices get connected to the Internet, it will not be sustainable to use the cloud as a centralised server. The way forward is to decentralise computations away from the cloud towards the edge of the network closer to the…

分布式、并行与集群计算 · 计算机科学 2017-01-20 Blesson Varghese , Nan Wang , Dimitrios S. Nikolopoulos , Rajkumar Buyya

Cloud computing is a complex infrastructure of software, hardware, processing, and storage that is available as a service. Cloud computing offers immediate access to large numbers of the world's most sophisticated supercomputers and their…

密码学与安全 · 计算机科学 2013-03-07 Sugata Sanyal , Parthasarathy P. Iyer

Big Data is used in decision making process to gain useful insights hidden in the data for business and engineering. At the same time it presents challenges in processing, cloud computing has helped in advancement of big data by providing…

分布式、并行与集群计算 · 计算机科学 2019-12-24 Manoj Muniswamaiah , Tilak Agerwala , Charles Tappert

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

Due to unfolded developments in both the IT sectors viz. Intelligent Transportation and Information Technology contemporary Smart Grid (SG) systems are leveraged with smart devices and entities. Such infrastructures when bestowed with the…

分布式、并行与集群计算 · 计算机科学 2018-02-07 Md. Muzakkir Hussain , Mohammad Saad Alam , M. M. Sufyan Beg

Fog computing, as a distributed paradigm, offers cloud-like services at the edge of the network with low latency and high-access bandwidth to support a diverse range of IoT application scenarios. To fully utilize the potential of this…

分布式、并行与集群计算 · 计算机科学 2022-04-28 Mohammad Goudarzi , Marimuthu Palaniswami , Rajkumar Buyya

Many cloud-based applications employ a data centre as a central server to process data that is generated by edge devices, such as smartphones, tablets and wearables. This model places ever increasing demands on communication and…

分布式、并行与集群计算 · 计算机科学 2016-09-08 Blesson Varghese , Nan Wang , Sakil Barbhuiya , Peter Kilpatrick , Dimitrios S. Nikolopoulos

Cloud Computing holds the potential to eliminate the requirements for setting up of high-cost computing infrastructure for the IT-based solutions and services that the industry uses. It promises to provide a flexible IT architecture,…

密码学与安全 · 计算机科学 2013-05-22 Rohit Bhadauria , Rituparna Chaki , Nabendu Chaki , Sugata Sanyal

Recent years have witnessed several initiatives on enabling Internet access to the next three billion people. Access to the Internet necessarily translates to access to its services. This means that the goal of providing Internet access…

网络与互联网体系结构 · 计算机科学 2016-04-29 Arjuna Sathiaseelan , Adisorn Lertsinsrubtavee , Adarsh Jagan S , Prakash Baskaran , Jon Crowcroft

Many companies rely on Cloud infrastructures for their computation, communication and data storage requirements. While Cloud services provide some benefits, e.g., replacing high upfront costs for an IT infrastructure with a pay-as-you-go…

分布式、并行与集群计算 · 计算机科学 2018-06-13 Gabriele D'Angelo , Stefano Ferretti , Moreno Marzolla

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

With the Internet of Things (IoT) becoming a major component of our daily life, understanding how to improve the quality of service (QoS) for IoT applications through fog computing is becoming an important problem. In this paper, we…

网络与互联网体系结构 · 计算机科学 2018-04-23 Ashkan Yousefpour , Genya Ishigaki , Riti Gour , Jason P. Jue

Drones are driving numerous and evolving use cases, and creating transformative socio-economic benefits. Drone operation needs wireless connectivity for communication between drones and ground control systems, among drones, and between…

网络与互联网体系结构 · 计算机科学 2018-03-30 Guang Yang , Xingqin Lin , Yan Li , Hang Cui , Min Xu , Dan Wu , Henrik Rydén , Sakib Bin Redhwan