Sammanfattning

Cloud Control Systems (CCSs) harness the power of cloud resources to carry out intense computational tasks, however, they face challenges in delivering time-critical control signals due to network and cloud-induced delays. In this paper, we introduce a novel framework, "Punctual Cloud", designed to enhance the timely delivery of control signals in CCS. This framework ensures that control signals are calculated in the cloud and delivered promptly, minimizing system-induced delays. The punctual cloud framework allows a basic controller to manage dynamic, time-sensitive processes over the cloud and is implemented in a microservice architecture to simplify CCS deployment and maintenance. Our evaluation indicates that our framework, while requiring less computational effort, is capable of tolerating longer delays compared to an optimal controller like Model Predictive Control (MPC), which is typically used in time-delay control systems.
Originalspråkengelska
Titel på värdpublikation2023 IEEE 12th International Conference on Cloud Networking (CloudNet)
FörlagIEEE - Institute of Electrical and Electronics Engineers Inc.
StatusAccepted/In press - 2023
Evenemang12th IEEE International Conference on Cloud Networking, IEEE CloudNet 2023 - New York, USA
Varaktighet: 2023 nov. 12023 nov. 3

Konferens

Konferens12th IEEE International Conference on Cloud Networking, IEEE CloudNet 2023
Land/TerritoriumUSA
OrtNew York
Period2023/11/012023/11/03

Ämnesklassifikation (UKÄ)

  • Reglerteknik
  • Datorsystem

Fingeravtryck

Utforska forskningsämnen för ”Punctual Cloud: Achieving Punctuality for Time-Critical Cloud Control Systems”. Tillsammans bildar de ett unikt fingeravtryck.

Citera det här