NeTS: Small: SMILE -- Towards Smarter Network Edges for Next Generation Networks

NeTS:小型:SMILE——迈向下一代网络的更智能网络边缘

基本信息

  • 批准号:
    1718791
  • 负责人:
  • 金额:
    $ 49.11万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2017
  • 资助国家:
    美国
  • 起止时间:
    2017-10-01 至 2017-12-31
  • 项目状态:
    已结题

项目摘要

As the number of smart devices and their applications continue to grow, transmission of mobile traffic data over wireless links (i.e., Wi-Fi and cellular links) is continuing to increase significantly. To cope with the explosion of smart devices coupled with a growing proliferation of cloud or edge-based applications, best-effort Quality Of Service is no longer a satisfactory solution and a new breed of intelligent networks is required. More specifically, it is now necessary to have greater visibility and control over the traffic generated from the smart devices in order to deliver optimal performance and a high Quality of Experience to a variety of users and applications. Software Defined Networks (SDN) are a way to facilitate wired network evolution by enabling flexible, controllable, and efficient networks. Motivated by the unique difference of wireless (vs. wired), this project aims to develop and evaluate SMILE (SMart and Intelligent wireLess Edge framework) that supports SDN-like structure at network wireless edge that include both wireless access devices (e.g., Wi-Fi Access Points (APs)) and end-devices. Extending SDN paradigm all the way to smart end-devices would realize our objective in making the network, both wired and wireless, open, flexible and programmable to provide truly end-to-end management and control in which users could reap the full benefits of SDN. The proposed research is expected to advance the state of the art of networking and mobile computing.The proposed project, SMILE, aims to achieve the following main goals: i) Design and development of SMILE framework that supports wireless networks to be open, flexible, and programmable to cope with complexity, dynamic nature, and uncertainty associated with wireless networks, ii) Draw on the developed SMILE framework to design and develop three different network services such as edge-based fine-grained context-aware video adaptation service, and iii) Implement and evaluate the developed smart protocols and services on medium-scale testbed of smartphones and Wi-Fi APs as well as simulation tools. All schemes/protocols, software development, testbed realization, experimental results will be made open available to the research community. This project will also carry out a number of educational activities involving K-12, undergraduate, and graduate students, make strong outreach efforts for recruiting and mentoring under-represented students, and enriching undergraduate and graduate curricula through exposing students to cutting-edge research in wireless networks, and mobile computing. In addition, several industrial collaborations are expected within the scope of this project.
随着智能设备及其应用数量的不断增长,通过无线链路(即 Wi-Fi 和蜂窝链路)传输的移动流量数据持续显着增加。为了应对智能设备的爆炸式增长以及云或基于边缘的应用程序的不断激增,尽力而为的服务质量不再是令人满意的解决方案,需要新型智能网络。更具体地说,现在需要对智能设备生成的流量有更大的可见性和控制,以便为各种用户和应用程序提供最佳性能和高质量的体验。软件定义网络(SDN)是一种通过实现灵活、可控、高效的网络来促进有线网络演进的方式。受无线(与有线)独特差异的推动,该项目旨在开发和评估 SMILE(智能和智能无线边缘框架),该框架支持网络无线边缘的类似 SDN 的结构,包括无线接入设备(例如 Wi-Fi) Fi 接入点 (AP))和终端设备。将SDN范式一直扩展到智能终端设备将实现我们的目标,即使有线和无线网络变得开放、灵活和可编程,以提供真正的端到端管理和控制,使用户能够充分受益SDN。拟议的研究预计将推动网络和移动计算的发展。拟议的 SMILE 项目旨在实现以下主要目标: i) 设计和开发 SMILE 框架,支持无线网络开放、灵活、并且可编程以应对与无线网络相关的复杂性、动态性和不确定性,ii) 利用已开发的 SMILE 框架来设计和开发三种不同的网络服务,例如基于边缘的细粒度上下文感知视频适应服务,以及 iii ) 实施并评估已开发的智能手机和 Wi-Fi AP 中等规模测试平台上的智能协议和服务以及模拟工具。所有方案/协议、软件开发、测试平台实现、实验结果都将向研究界开放。该项目还将开展一系列涉及 K-12、本科生和研究生的教育活动,大力招募和指导代表性不足的学生,并通过让学生接触前沿研究来丰富本科生和研究生课程。无线网络和移动计算。此外,预计该项目范围内还将开展多项工业合作。

项目成果

期刊论文数量(0)
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会议论文数量(0)
专利数量(0)

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Tamer Nadeem其他文献

NetworkTouch: A vibrotactile check-in device for cyberattack detection and monitoring
NetworkTouch:用于网络攻击检测和监控的振动触觉签入设备
  • DOI:
    10.1109/haptics59260.2024.10520845
  • 发表时间:
    2024-04-07
  • 期刊:
  • 影响因子:
    0
  • 作者:
    J. M. Bertsch;Mohammed Ayyat;Tamer Nadeem;G. J. Gerling
  • 通讯作者:
    G. J. Gerling
Class-Aware Neural Networks for Efficient Intrusion Detection on Edge Devices
用于在边缘设备上进行高效入侵检测的类感知神经网络
Towards Generalizable SER: Soft Labeling and Data Augmentation for Modeling Temporal Emotion Shifts in Large-Scale Multilingual Speech
迈向可推广的 SER:用于对大规模多语言语音中的时间情绪变化进行建模的软标签和数据增强
  • DOI:
    10.48550/arxiv.2311.08607
  • 发表时间:
    2023-11-15
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Mohamed Osman;Tamer Nadeem;Ghada Khoriba
  • 通讯作者:
    Ghada Khoriba
ClassyNet: Class-Aware Early-Exit Neural Networks for Edge Devices
ClassyNet:用于边缘设备的类感知提前退出神经网络
  • DOI:
    10.1109/jiot.2023.3344120
  • 发表时间:
    2024-05-01
  • 期刊:
  • 影响因子:
    10.6
  • 作者:
    Mohammed Ayyat;Tamer Nadeem;Bartosz Krawczyk
  • 通讯作者:
    Bartosz Krawczyk

Tamer Nadeem的其他文献

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{{ truncateString('Tamer Nadeem', 18)}}的其他基金

OAC Core: MedKnights - Towards Secure and Flexible Medical IoT (IoMT) Infrastructure using Generative Adversarial Networks
OAC 核心:MedKnights - 使用生成对抗网络实现安全灵活的医疗物联网 (IoMT) 基础设施
  • 批准号:
    2212424
  • 财政年份:
    2022
  • 资助金额:
    $ 49.11万
  • 项目类别:
    Standard Grant
ICE-T: RI: Towards a Secure and Flexible Personal Data Platform on the Edge
ICE-T:RI:迈向安全、灵活的边缘个人数据平台
  • 批准号:
    1836870
  • 财政年份:
    2018
  • 资助金额:
    $ 49.11万
  • 项目类别:
    Standard Grant
NeTS: Small: SMILE -- Towards Smarter Network Edges for Next Generation Networks
NeTS:小型:SMILE——迈向下一代网络的更智能网络边缘
  • 批准号:
    1764185
  • 财政年份:
    2017
  • 资助金额:
    $ 49.11万
  • 项目类别:
    Standard Grant
CC*IIE Networking Infrastructure: CHARMED -- Campus High-Availability Scientific Research Environment and DMZ
CC*IIE网络基础设施:CHARMED——校园高可用性科研环境和DMZ
  • 批准号:
    1440673
  • 财政年份:
    2015
  • 资助金额:
    $ 49.11万
  • 项目类别:
    Standard Grant
Student Travel Grant for MobiSys 2015
2015 年 MobiSys 学生旅行补助金
  • 批准号:
    1536047
  • 财政年份:
    2015
  • 资助金额:
    $ 49.11万
  • 项目类别:
    Standard Grant
EAGER: Bluetooth Open-Source Stack (BOSS) - A Flexible and Extensible Bluetooth Research Platform
EAGER:蓝牙开源堆栈 (BOSS) - 灵活且可扩展的蓝牙研究平台
  • 批准号:
    1454285
  • 财政年份:
    2014
  • 资助金额:
    $ 49.11万
  • 项目类别:
    Standard Grant
CI-Planning: DriveSense: A Community Resource for Large-Scale Smartphone-Based Traffic and Driving Activity Data
CI 规划:DriveSense:基于智能手机的大规模交通和驾驶活动数据的社区资源
  • 批准号:
    1405882
  • 财政年份:
    2014
  • 资助金额:
    $ 49.11万
  • 项目类别:
    Standard Grant
Student Travel Grant for MobiSys 2013
2013 年 MobiSys 学生旅费补助金
  • 批准号:
    1338240
  • 财政年份:
    2013
  • 资助金额:
    $ 49.11万
  • 项目类别:
    Standard Grant
Student Travel Grants to attend MobiSys 2011
学生参加 MobiSys 2011 的旅费补助金
  • 批准号:
    1132286
  • 财政年份:
    2011
  • 资助金额:
    $ 49.11万
  • 项目类别:
    Standard Grant

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