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Deep Neural Networks (DNNs) have served as a catalyst in introducing a plethora of next-generation services in the era of Internet of Things (IoT), thanks to the availability of massive amounts of data collected by the objects on the edge.…

网络与互联网体系结构 · 计算机科学 2021-05-10 Barzan A. Yosuf , Sanaa H. Mohamed , Mohamed Alenazi , Taisir E. H. El-Gorashi , Jaafar M. H. Elmirghani

Several major Internet service providers (e.g., Level-3, AT&T, Verizon) today also offer content distribution services. The emergence of such "Network-CDNs" (NCDNs) are driven by market forces that place more value on content services than…

网络与互联网体系结构 · 计算机科学 2012-09-26 Abhigyan Sharma , Arun Venkataramani , Ramesh Sitaraman

Microservices become a fast growing and popular architectural style based on service-oriented development. One of the major advantages using component-based approaches is to support reuse. In this paper, we present a study of microservices…

软件工程 · 计算机科学 2018-05-31 Reza M. Parizi

Content distribution networks (CDNs) which serve to deliver web objects (e.g., documents, applications, music and video, etc.) have seen tremendous growth since its emergence. To minimize the retrieving delay experienced by a user with a…

网络与互联网体系结构 · 计算机科学 2012-10-02 Jing Zhang

This paper proposes a scalable and resilient real-time multi-party communication architecture for the delivery of mixed media streams, for which content centric networking, with its intelligent network layer, is chosen for implementation to…

网络与互联网体系结构 · 计算机科学 2017-03-10 Asit Chakraborti , Syed Obaid Amin , Aytac Azgin , Ravishankar Ravindran , Guo-Qiang Wang

Digital twin (DT) is revolutionizing the emerging video streaming services through tailored network management. By integrating diverse advanced communication technologies, DTs are promised to construct a holistic virtualized network for…

网络与互联网体系结构 · 计算机科学 2024-04-09 Xinyu Huang , Haojun Yang , Shisheng Hu , Xuemin Shen

Network function virtualization (NFV) enhances service flexibility by decoupling network functions from dedicated hardware. To handle time-varying traffic in NFV network, virtualized network function (VNF) migration has been involved to…

网络与互联网体系结构 · 计算机科学 2024-10-15 Fangyu Zhang , Yuang Chen , Hancheng Lu , Chengdi Lu

Content-Centric Networking (CCN) offers a novel architectural paradigm that seeks to address the inherent limitations of the prevailing Internet Protocol (IP)-based networking model. In contrast to the host-centric communication approach of…

网络与互联网体系结构 · 计算机科学 2025-08-05 Azadeh Sadat Miraftab , Ahmadreza Montazerolghaem , Behrad Mahboobi

Two emerging architectural paradigms, i.e., Software Defined Networking (SDN) and Network Function Virtualization (NFV), enable the deployment and management of Service Function Chains (SFCs). A SFC is an ordered sequence of abstract…

密码学与安全 · 计算机科学 2017-10-11 L. Durante , L. Seno , F. Valenza , A. Valenzano

The Internet, at large, remains under the control of service providers and autonomous systems. The Internet of Things (IoT) and edge computing provide an increasing demand and potential for more user control for their web service workflows.…

分布式、并行与集群计算 · 计算机科学 2020-05-15 Pradeeban Kathiravelu , Peter Van Roy , Luís Veiga , Elhadj Benkhelifa

With the emergence of network function virtualization (NFV), and software-defined networking (SDN), the realization and implementation of service function chains (SFCs) have become much easier. An SFC is an ordered set of interconnected…

网络与互联网体系结构 · 计算机科学 2020-10-07 Nariman Torkzaban , John S. Baras

The recent research advances in deep learning have led to the development of small and powerful Convolutional Neural Network (CNN) architectures. Meanwhile Field Programmable Gate Arrays (FPGAs) has become a popular hardware target choice…

图像与视频处理 · 电气工程与系统科学 2020-06-17 Nazariy K. Shaydyuk , Eugene B. John

Content delivery networks (CDNs) are key components of high throughput, low latency services on the internet. CDN cache servers have limited storage and bandwidth and implement state-of-the-art cache admission and eviction algorithms to…

网络与互联网体系结构 · 计算机科学 2022-11-16 Adolf Kamuzora , Wadie Skaf , Ermiyas Birihanu , Jiyan Mahmud , Péter Kiss , Tamás Jursonovics , Peter Pogrzeba , Imre Lendák , Tomáš Horváth

Network Functions Virtualization (NFV) aims to support service providers to deploy various services in a more agile and cost-effective way. However, the softwarization and cloudification of network functions can result in severe congestion…

网络与互联网体系结构 · 计算机科学 2017-02-24 Tuan-Minh Pham , Thi-Thuy-Lien Nguyen , Serge Fdida , Huynh Thi Thanh Binh

In this paper, we study a Deep Reinforcement Learning (DRL) based framework for an online end-user service provisioning in a Network Function Virtualization (NFV)-enabled network. We formulate an optimization problem aiming to minimize the…

系统与控制 · 电气工程与系统科学 2021-11-04 Ali Nouruzi , Abolfazl Zakeri , Mohamad Reza Javan , Nader Mokari , Rasheed Hussain , Ahsan Syed Kazmi

It is increasingly common to outsource network functions (NFs) to the cloud. However, no cloud providers offer NFs-as-a-Service (NFaaS) that allows users to run custom NFs. Our work addresses how a cloud provider can offer NFaaS. We use the…

分布式、并行与集群计算 · 计算机科学 2019-10-18 Arjun Singhvi , Junaid Khalid , Aditya Akella , Sujata Banerjee

Network Function Virtualization (NFV) provides higher flexibility for network operators and reduces the complexity in network service deployment. Using NFV, Virtual Network Functions (VNF) can be located in various network nodes and chained…

网络与互联网体系结构 · 计算机科学 2019-10-01 Marco Savi , Massimo Tornatore , Giacomo Verticale

With CPU scaling slowing down in today's data centers, more functionalities are being offloaded from the CPU to auxiliary devices. One such device is the SmartNIC, which is being increasingly adopted in data centers. In today's cloud…

分布式、并行与集群计算 · 计算机科学 2022-12-26 Yizhou Shan , Will Lin , Ryan Kosta , Arvind Krishnamurthy , Yiying Zhang

The emerging trend of Federated Cloud models enlist virtualization as a significant concept to offer a large scale distributed Infrastructure as a Service collaborative paradigm to end users. Virtualization leverage Virtual Machines (VM)…

分布式、并行与集群计算 · 计算机科学 2019-06-24 Nishant Saurabh , Dragi Kimovski , Simon Ostermann , Radu Prodan

Over the last decade, internet has seen an exponential increase in its growth.With more and more people using it, efficient data delivery over the internet has become a key issue. Peer-to-peer (P2P)/seed sharing based networks have several…

网络与互联网体系结构 · 计算机科学 2010-04-20 Saumay Pushp , Priya Ranjan