An improved formalization analysis approach to determine schedulability of global multiprocessor scheduling based on symbolic safety analysis and statistical model checking in smartphone systems

Haibin Cai, Hao Wu*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

Modern smart phones are typically equipped with multicore processors. In this paper, we address the problem of determining schedulability of a real-time periodic taskset with fixed release offsets and possible release jitters on a multicore processor with global Fixed-Priority (FP) or EDF (Earliest Deadline First) scheduling algorithms, using the model-checker UPPAAL for Timed Automata. In addition to yes/no schedulability analysis for hard real-time systems, we also apply statistical model checking to estimate the probability of unschedulability for soft real-time systems, described with two statistical parameters (confidence and accuracy).

Original languageEnglish
Pages (from-to)2543-2554
Number of pages12
JournalCluster Computing
Volume22
DOIs
StatePublished - 1 Mar 2019

Keywords

  • Determine
  • Multiprocessor scheduling
  • Smartphone
  • Statistical model-checking
  • Symbolic safety anlaysis

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