Application-Aware Network Traffic Management in MEC-Integrated Industrial Environments

被引:4
|
作者
Bellavista, Paolo [1 ]
Fogli, Mattia [2 ]
Giannelli, Carlo [3 ]
Stefanelli, Cesare [2 ]
机构
[1] Univ Bologna, Dept Comp Sci & Engn, I-40100 Bologna, Italy
[2] Univ Ferrara, Dept Engn, I-44122 Ferrara, Italy
[3] Univ Ferrara, Dept Math & Comp Sci, I-44121 Ferrara, Italy
来源
FUTURE INTERNET | 2023年 / 15卷 / 02期
关键词
application-aware network traffic management; edge computing; industrial Internet of things; in-network processing; multiaccess edge computing; software-defined networking; EDGE; INTERNET; IOT; 5G;
D O I
10.3390/fi15020042
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The industrial Internet of things (IIoT) has radically modified industrial environments, not only enabling novel industrial applications but also significantly increasing the amount of generated network traffic. Nowadays, a major concern is to support network-intensive industrial applications while ensuring the prompt and reliable delivery of mission-critical traffic flows concurrently traversing the industrial network. To this end, we propose application-aware network traffic management. The goal is to satisfy the requirements of industrial applications through a form of traffic management, the decision making of which is also based on what is carried within packet payloads (application data) in an efficient and flexible way. Our proposed solution targets multi-access edge computing (MEC)-integrated industrial environments, where on-premises and off-premises edge computing resources are used in a coordinated way, as it is expected to be in future Internet scenarios. The technical pillars of our solution are edge-powered in-network processing (eINP) and software-defined networking (SDN). The concept of eINP differs from INP because the latter is directly performed on network devices (NDs), whereas the former is performed on edge nodes connected via high-speed links to NDs. The rationale of eINP is to provide the network with additional capabilities for packet payload inspection and processing through edge computing, either on-premises or in the MEC-enabled cellular network. The reported in-the-field experimental results show the proposal feasibility and its primary tradeoffs in terms of performance and confidentiality.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Application-aware Traffic Management for OpenFlow Networks
    Jeong, Seyeon
    Lee, Doyoung
    Choi, Junemuk
    Li, Jian
    Hong, James Won-Ki
    [J]. 2016 18TH ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS), 2016,
  • [2] Application-aware Traffic Engineering in Software-Defined Network
    Jeong, Seyeon
    Lee, Doyoung
    Hyun, Jonghwan
    Li, Jian
    Hong, James Won-Ki
    [J]. 2017 19TH ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS 2017): MANAGING A WORLD OF THINGS, 2017, : 315 - 318
  • [3] Intelligent and Application-Aware Network Traffic Prediction in Smart Access Gateways
    Zhang, Jielun
    Ye, Feng
    Qian, Yi
    [J]. IEEE NETWORK, 2020, 34 (03): : 264 - 269
  • [4] Application-aware power management
    Rajamani, Karthick
    Hanson, Heather
    Rubio, Juan
    Ghiasi, Soraya
    Rawson, Freeman
    [J]. PROCEEDINGS OF THE IEEE INTERNATIONAL SYMPOSIUM ON WORKLOAD CHARACTERIZATION, 2006, : 39 - +
  • [5] Application-aware network: network route management using SDN based on application characteristics
    Pongsakorn U-chupala
    Yasuhiro Watashiba
    Kohei Ichikawa
    Susumu Date
    Hajimu Iida
    [J]. CSI Transactions on ICT, 2017, 5 (4) : 375 - 385
  • [6] Towards a Real Application-aware Network
    Caldarola, Leo
    Choukir, Amine
    Cuda, Davide
    Dondero, Marco
    Ficara, Domenico
    Muccifora, Roberto
    Polcak, Libor
    Trifilo, Antonio
    [J]. 2015 12TH INTERNATIONAL JOINT CONFERENCE ON E-BUSINESS AND TELECOMMUNICATIONS (ICETE), VOL 1, 2015, : 5 - 12
  • [7] Application-aware resource allocation and data management for MEC-assisted IoT service providers
    Bolettieri, Simone
    Bruno, Raffaele
    Mingozzi, Enzo
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2021, 181
  • [8] Building Application-Aware Network Environments Using SDN for Optimizing Hadoop Applications
    Zhao, Shuai
    Sydney, Ali
    Medhi, Deep
    [J]. PROCEEDINGS OF THE 2016 ACM CONFERENCE ON SPECIAL INTEREST GROUP ON DATA COMMUNICATION (SIGCOMM '16), 2016, : 583 - 584
  • [9] Network and Application-Aware Cloud Service Selection in Peer-Assisted Environments
    Askarnejad, Sina
    Malekimajd, Marzieh
    Movaghar, Ali
    [J]. IEEE TRANSACTIONS ON CLOUD COMPUTING, 2021, 9 (01) : 258 - 271
  • [10] Towards Application-aware In-network Bandwidth Management in Data Centers
    Xu, Renhai
    Li, Wenxin
    Li, Keqiu
    Qi, Heng
    [J]. 2016 IEEE TRUSTCOM/BIGDATASE/ISPA, 2016, : 2206 - 2212