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Today's Cloud applications are dominated by composite applications comprising multiple computing and data components with strong communication correlations among them. Although Cloud providers are deploying large number of computing and…

分布式、并行与集群计算 · 计算机科学 2017-06-20 Md Hasanul Ferdaus , Manzur Murshed , Rodrigo N. Calheiros , Rajkumar Buyya

Due to rapid changes in business dynamics, there is a growing demand to encourage social conversations/exchanges and the ability to connect and communicate with peers, partners, customers and other stakeholders anytime, anywhere which…

其他计算机科学 · 计算机科学 2012-09-24 Jitendra Maan

We propose a modeling framework for growing multiplexes where a node can belong to different networks. We define new measures for multiplexes and we identify a number of relevant ingredients for modeling their evolution such as the coupling…

物理与社会 · 物理学 2013-08-01 Vincenzo Nicosia , Ginestra Bianconi , Vito Latora , Marc Barthelemy

Mobile network operators are facing the difficult task of significantly increasing capacity to meet projected demand while keeping CAPEX and OPEX down. We argue that infrastructure sharing is a key consideration in operators' planning of…

网络与互联网体系结构 · 计算机科学 2015-04-14 Paolo Di Francesco , Francesco Malandrino , Tim K. Forde , Luiz A. DaSilva

Lots of hopes have been placed on Machine Learning (ML) as a key enabler of future wireless networks. By taking advantage of large volumes of data, ML is expected to deal with the ever-increasing complexity of networking problems.…

网络与互联网体系结构 · 计算机科学 2020-02-18 Francesc Wilhelmi , Sergio Barrachina-Muñoz , Boris Bellalta , Cristina Cano , Anders Jonsson , Vishnu Ram

Advanced control, operation, and planning tools of electrical networks with ML are not straightforward. 110 experts were surveyed to show where and how ML algorithms could advance. This paper assesses this survey and research environment.…

系统与控制 · 电气工程与系统科学 2024-08-12 Jochen L. Cremer , Adrian Kelly , Ricardo J. Bessa , Milos Subasic , Panagiotis N. Papadopoulos , Samuel Young , Amar Sagar , Antoine Marot

Stateful Middleboxes are integral part of enterprise and campus networks that provide essential in-network, security, and value-added services. These stateful middleboxes rely on precise network flow identification. However, the adoption of…

网络与互联网体系结构 · 计算机科学 2026-02-04 Hari Hara Sudhan Selvam , Sameer G. Kulkarni

The emergence of nomadic mobile communication networks for sixth-generation (6G) introduces a paradigm shift in how network infrastructure is conceptualized, deployed, and operated. Unlike traditional fixed systems, Nomadic Networks (NNs)…

网络与互联网体系结构 · 计算机科学 2025-10-02 Daniel Lindenschmitt , Marcos Rates Crippa , Hans D. Schotten

This article investigates the prominent dilemma between capacity and reliability in heterogeneous ultra-dense distributed networks, and advocates a new measure of effective capacity to quantify the maximum sustainable data rate of a link…

信息论 · 计算机科学 2017-11-15 Qimei Cui , Yu Gu , Wei Ni , Xuefei Zhang , Xiaofeng Tao , Ping Zhang , Ren Ping Liu

Hybrid cloud provides an attractive solution to microservices for better resource elasticity. A subset of application components can be offloaded from the on-premises cluster to the cloud, where they can readily access additional resources.…

分布式、并行与集群计算 · 计算机科学 2023-11-14 Ka-Ho Chow , Umesh Deshpande , Veera Deenadhayalan , Sangeetha Seshadri , Ling Liu

Today, enterprises are faced with increased global competition in an environment where customers are demanding faster delivery, better service and also want to gain significant and immediate business value by increasing productivity and…

其他计算机科学 · 计算机科学 2012-04-10 Jitendra Maan

Orchestrating service-oriented workflows is typically based on a design model that routes both data and control through a single point - the centralised workflow engine. This causes scalability problems that include the unnecessary…

分布式、并行与集群计算 · 计算机科学 2016-11-15 Ward Jaradat , Alan Dearle , Adam Barker

Cloud computing can and does mean different things to different people. The common characteristics most shares are on-demand secure access to metered services from nearly anywhere and dislocation of data from inside to outside the…

网络与互联网体系结构 · 计算机科学 2012-02-08 Nidhi Bansal

Decentralized online social networks have evolved from experimental stages to operating at unprecedented scale, with broader adoption and more active use than ever before. Platforms like Mastodon, Bluesky, Hive, and Nostr have seen notable…

社会与信息网络 · 计算机科学 2025-04-02 Ujun Jeong , Lynnette Hui Xian Ng , Kathleen M. Carley , Huan Liu

With the rise of a new generation of applications (e.g., virtual and augmented reality, artificial intelligence, etc) demanding stringent performance requirements, the need for networking solutions and architectures that can enable a higher…

网络与互联网体系结构 · 计算机科学 2024-06-19 Berta Serracanta , Kai Gao , Jordi Ros-Giralt , Alberto Rodriguez-Natal , Luis M. Contreras , Richard Yang , Albert Cabellos

Due to their great performance and scalability properties neural networks have become ubiquitous building blocks of many applications. With the rise of mobile and IoT, these models now are also being increasingly applied in distributed…

机器学习 · 计算机科学 2020-03-09 Felix Sattler , Thomas Wiegand , Wojciech Samek

Cloud Data Centers have become the backbone infrastructure to provide services. With the emerging edge computing paradigm, computation and networking capabilities have been pushed from clouds to the edge to provide computation,…

分布式、并行与集群计算 · 计算机科学 2021-12-07 TianZhang He , Rajkumar Buyya

The current work discusses how complex networks can be applied in order to aid economical development and stability at several scales and contexts. The following activities are involved: (a) compilation of several types of data related to…

物理与社会 · 物理学 2007-05-23 Luciano da Fontoura Costa

Some traffic characteristics like real-time, location-based, and community-inspired, as well as the exponential increase on the data traffic in mobile networks, are challenging the academia and standardization communities to manage these…

网络与互联网体系结构 · 计算机科学 2016-01-26 Jose Moura , Christopher Edwards

The current trend in end-user devices' advancements in computing and communication capabilities makes edge computing an attractive solution to pave the way for the coveted ultra-low latency services. The success of the edge computing…

网络与互联网体系结构 · 计算机科学 2022-04-15 Sam Aleyadeh , Abdallah Moubayed , Abdallah Shami