Serverless Computing for QoS-Effective NFV in the Cloud Edge

被引:0
|
作者
Sabbioni, Andrea [1 ]
Garbugli, Andrea [2 ]
Foschini, Luca [2 ]
Corradi, Antonio [3 ]
Bellavista, Paolo [2 ]
机构
[1] Univ Bologna, Comp Sci & Engn, Bologna, Italy
[2] Univ Bologna, Bologna, Italy
[3] Univ Bologna, Comp Engn, Bologna, Italy
关键词
Quality of service; Method of moments; Scalability; Virtual private networks; Computer architecture; Optimization; Serverless computing; Network function virtualization; Cloud computing;
D O I
10.1109/MCOM.001.2300182
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
Network Softwarization, particularly Network Function Virtualization (NFV), is revolutionizing networking by separating the hardware from the supported network functions, demonstrating unprecedented flexibility and cost-efficiency. With the rise of edge computing, NFV has found a strategic application at the network edge, where network functions are deployed closer to end-users and devices with improved performance and reduced latency. In this context, the serverless paradigm is gaining attention due to its fine-grained scalability, reduced management efforts, and resource efficiency. Despite the advantages, challenges arise from the ephemeral nature of serverless functions, leading to latency issues and hampering the creation of efficient coordination and orchestration mechanisms. Adopting this paradigm in resource-constrained scenarios, such as cloud edges, is even more challenging due to the insufficient presence of proper quality-of-service (QoS) mechanisms in these platforms. This article introduces our novel time effective middleware for priority oriented serverless network function virtualization (TEMPOS4NFV), a QoS-aware platform specialized in hosting serverless network functions in resource-constrained environments. TEMPOS4NFV addresses resource contention and coordination challenges, offering effective end-to-end QoS differentiation for network workloads executed over multiple federated sites. In addition, this article examines TEMPOS4NFV hosting a real virtual private network (VPN) case, demonstrating its ability to execute concurrent multi-site QoS differentiated workloads.
引用
下载
收藏
页码:40 / 46
页数:7
相关论文
共 50 条
  • [1] A Serverless Computing Fabric for Edge & Cloud
    Nastic, Stefan
    Raith, Philipp
    Furutanpey, Alireza
    Pusztai, Thomas
    Dustdar, Schahram
    2022 IEEE 4TH INTERNATIONAL CONFERENCE ON COGNITIVE MACHINE INTELLIGENCE, COGMI, 2022, : 1 - 12
  • [2] Will Serverless Computing Revolutionize NFV?
    Aditya, Paarijaat
    Akkus, Istemi Ekin
    Beck, Andre
    Chen, Ruichuan
    Hilt, Volker
    Rimac, Ivica
    Satzke, Klaus
    Stein, Manuel
    PROCEEDINGS OF THE IEEE, 2019, 107 (04) : 667 - 678
  • [3] Serverless computing in the cloud-to-edge continuum
    Puliafito, Carlo
    Rana, Omer
    Bittencourt, Luiz F.
    Wu, Hao
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2024, 161 : 514 - 517
  • [4] Serverless Computing Lifecycle Model for Edge Cloud Deployments
    Nguyen, Kien
    Loh, Frank
    Tung Nguyen
    Duong Doan
    Nguyen Huu Thanh
    Hossfeld, Tobias
    2023 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS, 2023, : 145 - 150
  • [5] Improved QoS at the Edge Using Serverless Computing to Deploy Virtual Network Functions
    Chaudhry, Saqib Rasool
    Palade, Andrei
    Kazmi, Aqeel
    Clarke, Siobhan
    IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (10): : 10673 - 10683
  • [6] Towards Seamless Serverless Computing Across an Edge-Cloud Continuum
    Simion, Emilian
    Wang, Yuandou
    Tai, Hsiang-ling
    Odyurt, Uraz
    Zhao, Zhiming
    16TH IEEE/ACM INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING, UCC 2023, 2023,
  • [7] Taming Serverless Cold Start of Cloud Model Inference With Edge Computing
    Zhao, Kongyange
    Zhou, Zhi
    Jiao, Lei
    Cai, Shen
    Xu, Fei
    Chen, Xu
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 23 (08) : 8111 - 8128
  • [8] Serverless Computing for NFV: Is it Worth it? A Performance Comparison Analysis
    Savi, Marco
    Banfi, Alessandro
    Tundo, Alessandro
    Ciavotta, Michele
    2022 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS AND OTHER AFFILIATED EVENTS (PERCOM WORKSHOPS), 2022,
  • [9] Advanced Serverless Edge Computing
    Ticongolo, Inacio Gaspar
    Baresi, Luciano
    Quattrocchi, Giovanni
    SERVICE-ORIENTED COMPUTING - ICSOC 2023 WORKSHOPS, 2024, 14518 : 285 - 291
  • [10] Deep Reinforcement Learning for QoS-Aware Package Caching in Serverless Edge Computing
    Jeon, Hongseok
    Shin, Seungjae
    Cho, Chunglae
    Yoon, Seunghyun
    2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,