Deadline-aware Scheduling for Maximizing Information Freshness in Industrial Cyber-Physical System

12/24/2019
by   Devarpita Sinha, et al.
0

Age of Information is an interesting metric that captures the freshness of information in the underlying applications. It is a combination of both packets inter-arrival time and packet transmission delay. In recent times, advanced real-time systems rely on this metric for delivering status updates as timely as possible. This paper aims to accomplish optimal transmission scheduling policy to maintain the information freshness of real-time updates in the industrial cyber-physical systems. Here the coexistence of both cyber and physical units and their individual requirements to provide the quality of service is one of the critical challenges to handle. A greedy scheduling policy called deadline-aware highest latency first has been proposed for this purpose. This paper also gives the analytical proof of its optimality, and finally, the claim is validated by comparing the performance of our algorithm with other scheduling policies by extensive simulations.

READ FULL TEXT
research
01/13/2020

Optimal Scheduling for Maximizing Information Freshness System Performance in Industrial Cyber-Physical Systems

Age of Information is a newly introduced metric, getting vivid attention...
research
02/18/2020

Adaptive Real-Time Scheduling for Cooperative Cyber-Physical Systems

CPSs are widely used in all sorts of applications ranging from industria...
research
05/17/2018

Payload-size and Deadline-aware Scheduling for Upcoming 5G Networks: Experimental Validation in High-load Scenarios

High data rates, low latencies, and a widespread availability are the ke...
research
01/08/2021

Improving non-deterministic uncertainty modelling in Industry 4.0 scheduling

The latest Industrial revolution has helped industries in achieving very...
research
11/25/2011

Robustness Analysis for Battery Supported Cyber-Physical Systems

This paper establishes a novel analytical approach to quantify robustnes...
research
01/29/2016

A Formal Approach to Power Optimization in CPSs with Delay-Workload Dependence Awareness

The design of cyber-physical systems (CPSs) faces various new challenges...
research
01/12/2022

Detecting Ransomware Execution in a Timely Manner

Ransomware has been an ongoing issue since the early 1990s. In recent ti...

Please sign up or login with your details

Forgot password? Click here to reset