Introduction to the Special Section on Recent Advances in Networks and Distributed Systems

IF 3.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Mathias Fischer, W. Lamersdorf, J. Liebeherr, M. Mühlhäuser
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引用次数: 0

Abstract

The history of research and development for the Internet has alternated between time periods of grand new visions and time periods concerned with integrating new advances in information and communication technology. As we entered the 21st century, many voices called for a redesign of the Internet architecture. The Internet was said to be ossified in the sense that its ability to incorporate major upgrades had been largely lost. Viewed as being in a state beyond repair, the era saw calls for and many efforts on a clean-slate design of the Internet architecture. A decade on – and with the Internet architecture largely unchanged – the appetite for big solutions has largely waned, and been replaced by efforts that seek to adapt networks and distributed systems to challenges posed by the advent of the Internet-of-Things, network softwarization, mission-critical applications, and artificial intelligence: IoT. The Internet-of-Things (IoT) will boost the number of Internet nodes well beyond the billions, which will lead to new traffic patterns (e.g., high-frequency low-volume) and resource requirements. SDN++. Softwarization is ‘conquering’ the net. Technologies such as software-defined networking (SDN) and network function virtualization (NFV) will continue to deliver increased flexibility for providing network services. As this softwarization significantly increases the complexity of today’s networks, new security problems will emerge. MCA. Mission-critical applications (MCA), which used to be confined to dedicated real-time systems and networks, such as time-sensitive networks (TSN), industrial Ethernet, and so on, are migrating to public and wide area networks. This impacts technologies and protocols, such as ultrareliable low latency communications (URLLC) in 5G networks. Moreover, delay requirements of real-time applications create a need to move cloud functionality closer to the action scene, e.g., via fog and edge computing. AI. The resurgence of artificial intelligence (AI), evoked by stunning successes of machine learning, boosts the need for computing resources that cannot be embedded in IoT devices and
网络和分布式系统最新进展专题介绍
互联网研究和发展的历史在充满宏伟新愿景的时期和关注整合信息和通信技术新进展的时期之间交替进行。当我们进入21世纪时,许多声音要求重新设计互联网架构。互联网被认为是僵化的,因为它整合重大升级的能力在很大程度上已经丧失。这个时代被视为一种无法修复的状态,人们呼吁并努力重新设计互联网架构。十年过去了——互联网架构基本没有改变——对大型解决方案的兴趣已经大大减弱,取而代之的是寻求调整网络和分布式系统以应对物联网、网络软件化、关键任务应用程序和人工智能(IoT)的出现所带来的挑战。物联网(IoT)将推动互联网节点的数量远远超过数十亿,这将导致新的流量模式(例如,高频低容量)和资源需求。SDN + +。软件化正在“征服”网络。软件定义网络(SDN)和网络功能虚拟化(NFV)等技术将继续为提供网络服务提供更大的灵活性。随着这种软件化大大增加了当今网络的复杂性,新的安全问题将会出现。MCA。过去局限于专用实时系统和网络(如时间敏感网络(TSN)、工业以太网等)的关键任务应用程序(MCA)正在向公共和广域网迁移。这将影响5G网络中的超可靠低延迟通信(URLLC)等技术和协议。此外,实时应用程序的延迟要求需要将云功能移动到更接近动作场景的地方,例如,通过雾和边缘计算。人工智能。机器学习的惊人成功引发了人工智能(AI)的复苏,这增加了对无法嵌入物联网设备和设备的计算资源的需求
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来源期刊
ACM Transactions on Internet Technology
ACM Transactions on Internet Technology 工程技术-计算机:软件工程
CiteScore
10.30
自引率
1.90%
发文量
137
审稿时长
>12 weeks
期刊介绍: ACM Transactions on Internet Technology (TOIT) brings together many computing disciplines including computer software engineering, computer programming languages, middleware, database management, security, knowledge discovery and data mining, networking and distributed systems, communications, performance and scalability etc. TOIT will cover the results and roles of the individual disciplines and the relationshipsamong them.
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