Latency-Aware Load Distribution Algorithm for Microservice Deployment in UAV Networks

被引:0
|
作者
Garcia-Gil, Santiago [1 ]
Ramos-Ramos, Diego [1 ]
Gomez-delaHiz, Jose [1 ]
Garcia-Lopez, Andres [1 ]
Lopez-Lopez, Sergio [1 ]
Manuel Murillo, Juan [1 ]
Galan-Jimenez, Jaime [1 ]
机构
[1] Univ Extremadura, Dept Comp Syst & Telemat Engn, Badajoz, Spain
关键词
UAV; microservices; latency minimization; IoT; digital divide; ENERGY;
D O I
10.1109/ISCC61673.2024.10733720
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Internet has become the driving wheel of social interactions as well as economic growth, but its access is vastly unequal. Noticeably, such rural dwellers experience a digital service access gap, due to the inadequate broadband infrastructure available to them when compared with their urban counterparts. This paper is aimed at overcoming the gap between rural communities with no reliable Internet service by deploying the service through the use of Unmanned Aerial Vehicles (UAVs). By decomposing the Internet of Things (IoT) applications into elements (namely microservices) and deploying them through UAVs, latency is shortened, distributing workload among UAVs while limiting microservice deployment to optimize request execution, making the quality service improvement, essential for such applications. Simulations revealed the effectiveness of our approach, as it indicated the lowest latency when a UAV connected to several users in scenarios where there was no Internet connectivity.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Latency-aware blockage prediction in vision-aided federated wireless networks
    Khan, Ahsan Raza
    Ahmad, Iftikhar
    Mohjazi, Lina
    Hussain, Sajjad
    Bin Rais, Rao Naveed
    Imran, Muhammad Ali
    Zoha, Ahmed
    FRONTIERS IN COMMUNICATIONS AND NETWORKS, 2023, 4
  • [42] Direct ONU Interconnection Schemes Towards Latency-Aware Passive Optical Networks
    Garg, Amit Kumar
    Janyani, Vijay
    2017 INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATIONS AND ELECTRONICS (COMPTELIX), 2017, : 505 - 510
  • [43] Greedy Caching: A Latency-aware Caching Strategy for Information-centric Networks
    Banerjee, Bitan
    Seetharam, Anand
    Tellambura, Chintha
    2017 IFIP NETWORKING CONFERENCE (IFIP NETWORKING) AND WORKSHOPS, 2017,
  • [44] Latency-Aware Segmentation and Trust System Placement in Smart Grid SCADA Networks
    Hasan, Md. Mahmud
    Mouftah, Hussein T.
    2016 IEEE 21ST INTERNATIONAL WORKSHOP ON COMPUTER AIDED MODELLING AND DESIGN OF COMMUNICATION LINKS AND NETWORKS (CAMAD), 2016, : 37 - 42
  • [45] Latency-Aware Resource Allocation in Green Fog Networks for Industrial IoT Applications
    Basir, Rabeea
    Qaisar, Saad B.
    Ali, Mudassar
    Naeem, Muhammad
    Joshi, Kishor Chandra
    Rodriguez, Jonathan
    2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2020,
  • [46] Energy-Efficient and Latency-Aware Message Replica Transmission in IoT Networks
    Rathi, Sonu
    Borkotoky, Siddhartha S.
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (04) : 6573 - 6581
  • [47] Distributed and latency-aware beaconing for asynchronous duty-cycled IoT networks
    Yi, Ming
    Xie, Qinglin
    Long, Peng
    Wu, Yuhang
    Chen, Quan
    Zhang, Fanlong
    Xu, Wenchao
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2024, : 3650 - 3668
  • [48] Latency-aware VNF Protection for Network Function Virtualization in Elastic Optical Networks
    Peng, Chengzong
    Zheng, Danyang
    Cao, Xiaojun
    2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [49] Latency-Aware Computation Offloading for 5G Networks in Edge Computing
    Li, Xianwei
    Ye, Baoliu
    SECURITY AND COMMUNICATION NETWORKS, 2021, 2021
  • [50] Dependency-aware Microservice Deployment and Resource Allocation in Distributed Edge Networks
    Zhou, Jizhe
    Wang, Guangchao
    Zhou, Wei
    2023 INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING, IWCMC, 2023, : 568 - 573