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The Evolution of Information Networks around Data-shifting Paradigms

机译:信息网络围绕数据转移范式的演进

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Our perception of the Internet is shifting by two main factors, an explosive growth of proactive mobile devices, and an overabundance of data that is growing beyond tractable operation. Thus, the increasing volume of data is in fact becoming less accessible in terms of coherence and synergy, contrary to what search engines would want us to believe! There was a time when IP address space was the major hindrance. Now, the bottleneck has shifted from connecting new devices to handling their data demands (both generated and requested) and cascading replications over the network. In this talk we overview the growing momentum for Information Centric Networking (ICN); a paradigm that envisions networks built around data, rather than the latter being a mere constituent of stale architectures. We highlight two major factors that drive ICN, namely, globalizing the utility of resources that serve the network architecture and cost-effective data harvesting and delivery. We first elaborate on our research in establishing networks on the fly. As networks grow, and the demand for data readiness becomes more stringent, the adoption of application-specific networks presents a major hindrance. At any given location, we need to find the resources that could collect data, process it, and delivers it to designated backhauls at the least cost. To the first end, we overview our work in real-time data collection over opportunistic and participatory sensing networks, overarching a major realization in VANets. We then present our work in optimizing data delivery in dense and infrastructure-less realizations of transient networks. We consider factors of placement, localization, time delivery constraints and cost of delivery over multi-proprietary networks.
机译:我们对互联网的看法正在发生两个主要因素的转变,即主动型移动设备的爆炸性增长,以及超出可操作范围之外的数据过多。因此,事实上,就连贯性和协同作用而言,越来越多的数据越来越难以访问,这与搜索引擎希望我们相信的相反!曾经有一段时间,IP地址空间是主要障碍。现在,瓶颈已从连接新设备转变为处理其数据需求(生成和请求)以及通过网络级联复制的瓶颈。在本演讲中,我们概述了以信息为中心的网络(ICN)的增长动力。该范式设想了围绕数据构建的网络,而不是后者仅是陈旧架构的组成部分。我们重点介绍驱动ICN的两个主要因素,即全球化服务于网络体系结构的资源的实用性以及具有成本效益的数据收集和传递。我们首先详细说明我们在动态建立网络方面的研究。随着网络的发展,以及对数据就绪性的要求变得越来越严格,专用网络的采用成为主要障碍。在任何给定位置,我们都需要找到可以收集数据,对其进行处理并以最低成本将其交付给指定回程的资源。首先,我们概述了通过机会性和参与性传感网络进行实时数据收集的工作,概述了VANets的主要实现。然后,我们介绍我们在瞬态网络的密集且无需基础架构的实现中优化数据传递的工作。我们考虑了放置,本地化,时间交付约束以及通过多专有网络交付的成本等因素。

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