Demonstration of P4 Neural Network Switch

被引:0
|
作者
Paolucci, Francesco [1 ]
De Marinis, Lorenzo [2 ]
Castoldi, Piero [2 ]
Cugini, Filippo [1 ]
机构
[1] CNIT, Pisa, Italy
[2] Scuola Super Sant Anna, Pisa, Italy
来源
2021 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC) | 2021年
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A programmable P4 node performing neural network acceleration is demonstrated. The node implements both traffic feature extraction and neural networking computations. Cyber security use case targeting DDoS attack detection is deployed. (C) 2021 The Author(s)
引用
收藏
页数:3
相关论文
共 50 条
  • [1] Bandwidth throttling in a P4 switch
    Fernandes, Lucas Borges
    Camargos, Lasaro
    2020 IEEE CONFERENCE ON NETWORK FUNCTION VIRTUALIZATION AND SOFTWARE DEFINED NETWORKS (NFV-SDN), 2020, : 91 - 94
  • [2] Binary Neural Network with P4 on Programmable Data Plane
    Luo, Junming
    Liu, Waixi
    Tan, Miaoquan
    Chen, Haosen
    2022 18TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING, MSN, 2022, : 960 - 965
  • [3] Offloading in P4 Switch Integrated with Multiple Virtual Network Function Servers
    Neha, Farhin Faiza
    Lai, Yuan-Cheng
    Hossain, Md. Shohrab
    Lin, Ying-Dar
    JOURNAL OF COMMUNICATIONS SOFTWARE AND SYSTEMS, 2023, 19 (04) : 278 - 288
  • [4] Tracking network flows with P4
    Hill, Joseph
    Aloserij, Mitchel
    Grosso, Paola
    PROCEEDINGS OF INDIS 2018: IEEE/ACM INNOVATING THE NETWORK FOR DATA-INTENSIVE SCIENCE (INDIS), 2018, : 23 - 32
  • [5] Prioritization and offloading in P4 switch integrated with NFV
    Neha, Farhin Faiza
    Lai, Yuan-Cheng
    Hossain, Md. Shohrab
    Lin, Ying-Dar
    TELECOMMUNICATION SYSTEMS, 2024, 86 (03) : 571 - 584
  • [6] SWITCHV: Automated SDN Switch Validation with P4 Models
    Albab, Kinan Dak
    DiLorenzo, Jonathan
    Heule, Stefan
    Kheradmand, Ali
    Smolka, Steffen
    Weitz, Konstantin
    Timarzi, Muhammad
    Gao, Jiaqi
    Yu, Minlan
    SIGCOMM '22: PROCEEDINGS OF THE 2022 ACM SIGCOMM 2022 CONFERENCE, 2022, : 365 - 379
  • [7] A Hybrid SDN Switch Based on Standard P4 Code
    Alvarez-Horcajo, Joaquin
    Martinez-Yelmo, Isaias
    Lopez-Pajares, Diego
    Carral, Juan A.
    Savi, Marco
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (05) : 1482 - 1485
  • [8] Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches
    De Marinis, Lorenzo
    Paolini, Emilio
    Abu Bakar, Rana
    Cugini, Filippo
    Paolucci, Francesco
    IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 2111 - 2116
  • [9] A Zero Flow Entry Expiration Timeout P4 Switch
    He, Cheng-Hung
    Chang, Brian Y.
    Chakraborty, Suchandra
    Chen, Chien
    Wang, Li Chun
    PROCEEDINGS OF THE SYMPOSIUM ON SDN RESEARCH (SOSR'18), 2018,
  • [10] XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4
    Datta, Suvrima
    Kotha, Aditya
    Venkanna, U.
    Rao, K. Mallikharjuna
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2024, 21 (05): : 5756 - 5767