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Network softwarization is one of the major paradigm shifts in the next generation of networks. It enables programmable and flexible management and deployment of the network. Network function virtualization (NFV) is referred to the…

网络与互联网体系结构 · 计算机科学 2019-11-18 Mohammad Karimzadeh Farshbafan , Vahid Shah-Mansouri , Dusit Niyato

For NFV systems, the key design space includes the function chaining for network requests and resource scheduling for servers. The problem is challenging since NFV systems usually require multiple (often conflicting) design objectives and…

网络与互联网体系结构 · 计算机科学 2020-08-05 Xi Huang , Simeng Bian , Xin Gao , Weijie Wu , Ziyu Shao , Yang Yang , John C. S. Lui

Network function Virtualization (NFV) and Mobile Edge Computing (MEC) are promising 5G technologies to support resource-demanding mobile applications. In NFV, one must process the service function chain (SFC) in which a set of network…

分布式、并行与集群计算 · 计算机科学 2020-03-31 Phuong-Duy Nguyen , Long Bao Le

Notwithstanding the significant research effort Network Function Virtualization (NFV) architectures received over the last few years little attention has been placed on optimizing proactive caching when considering it as a service chain.…

网络与互联网体系结构 · 计算机科学 2018-07-30 Gao Zheng , Anthony Tsiopoulos , Vasilis Friderikos

Function-as-a-Service (FaaS) is a growing cloud computing paradigm that is expected to reduce the user cost of service over traditional serverful approaches. However, the environmental impact of FaaS has not received much attention. We…

分布式、并行与集群计算 · 计算机科学 2024-10-17 Sirui Qi , Hayden Moore , Ninad Hogade , Dejan Milojicic , Cullen Bash , Sudeep Pasricha

In the near future FPGAs will be available by the hour, however this new Infrastructure as a Service (IaaS) usage mode presents both an opportunity and a challenge: The opportunity is that programmers can potentially trade resources for…

分布式、并行与集群计算 · 计算机科学 2015-08-28 Gordon Inggs , David B. Thomas , George Constantinides , Wayne Luk

Cloud computing has been emerged in the last decade to enable utility-based computing resource management without purchasing hardware equipment. Cloud providers run multiple data centers in various locations to manage and provision the…

分布式、并行与集群计算 · 计算机科学 2018-05-29 Rajkumar Buyya , Jungmin Son

Function-as-a-Service (FaaS) has recently emerged to reduce the deployment cost of running cloud applications compared to Infrastructure-as-a-Service (IaaS). FaaS follows a serverless 'pay-as-you-go' computing model; it comes at a higher…

分布式、并行与集群计算 · 计算机科学 2021-10-29 Ali Raza , Zongshun Zhang , Nabeel Akhtar , Vatche Isahagian , Ibrahim Matta

Function-as-a-Service (FaaS) allows to directly submit function code to a cloud provider without the burden of managing infrastructure resources. Each cloud provider establishes execution time limits to their FaaS offerings, which impose…

分布式、并行与集群计算 · 计算机科学 2024-02-15 Rodrigo Landa Andraca , Mahdi Zareei

Distributed cloud networking builds on network functions virtualization (NFV) and software defined networking (SDN) to enable the deployment of network services in the form of elastic virtual network functions (VNFs) instantiated over…

网络与互联网体系结构 · 计算机科学 2021-05-24 Hao Feng , Jaime Llorca , Antonia M. Tulino , Danny Raz , Andreas F. Molisch

Classification-as-a-Service (CaaS) is widely deployed today in machine intelligence stacks for a vastly diverse set of applications including anything from medical prognosis to computer vision tasks to natural language processing to…

机器学习 · 计算机科学 2019-08-12 Mustafa Canim , Ashish Kundu , Josh Payne

Network Function Virtualization (NFV) is a new paradigm, enabling service innovation through virtualization of traditional network functions located flexibly in the network in form of Virtual Network Functions (VNFs). Since VNFs can only be…

网络与互联网体系结构 · 计算机科学 2020-02-03 Francisco Carpio , Samia Dhahri , Admela Jukan

Serverless computing is a promising approach for edge computing since its inherent features, e.g., lightweight virtualization, rapid scalability, and economic efficiency. However, previous studies have not studied well the issues of…

分布式、并行与集群计算 · 计算机科学 2023-11-01 Jiong Lou , Zhiqing Tang , Shijing Yuan , Jie Li , Chengtao Wu , Weijia Jia

Cloud computing is driven by economies of scale. A cloud system uses virtualization technology to provide cloud resources (e.g. CPU, memory) to users in form of virtual machines. Virtual machine (VM), which is a sandbox for user…

分布式、并行与集群计算 · 计算机科学 2012-12-27 Nguyen Quang-Hung , Nam Thoai , Nguyen Thanh Son

As an important component of the sixth generation communication technologies, the space-air-ground integrated network (SAGIN) attracts increasing attentions in recent years. However, due to the mobility and heterogeneity of the components…

网络与互联网体系结构 · 计算机科学 2025-02-20 Ziye Jia , Yilu Cao , Lijun He , Qihui Wu , Qiuming Zhu , Dusit Niyato , Zhu Han

To conduct a more realistic evaluation on Virtualized Network Functions resource allocation algorithms, researches needed data on: (1) potential NFs chains (policies), (2) traffic flows passing through these NFs chains, (3) how the dynamic…

网络与互联网体系结构 · 计算机科学 2017-02-28 Windhya Rankothge , Frank Le , Alessandra Russo , Jorge Lobo

Cloud computing providers are now offering their unused resources for leasing in the spot market, which has been considered the first step towards a full-fledged market economy for computational resources. Spot instances are virtual…

分布式、并行与集群计算 · 计算机科学 2011-10-28 William Voorsluys , Rajkumar Buyya

The modularization of Service Function Chains (SFCs) in Network Function Virtualization (NFV) could introduce significant performance overhead and resource efficiency degradation due to introducing frequent packet transfer and consuming…

网络与互联网体系结构 · 计算机科学 2018-08-15 Zili Meng , Jun Bi , Haiping Wang , Chen Sun , Hongxin Hu

-The emergence of Network Functions Virtualization (NFV) is bringing a set of novel algorithmic challenges in the operation of communication networks. NFV introduces volatility in the management of network functions, which can be…

网络与互联网体系结构 · 计算机科学 2017-06-16 Meihui Gao , Bernardetta Addis , Mathieu Bouet , Stefano Secci

Infrastructure-as-a-Service (IaaS) providers need to offer richer services to be competitive while optimizing their resource usage to keep costs down. Richer service offerings include new resource request models involving bandwidth…

网络与互联网体系结构 · 计算机科学 2012-02-17 Debojyoti Dutta , Michael Kapralov , Ian Post , Rajendra Shinde