TY - JOUR

T1 - Efficient decentralized LTL monitoring framework using tableau technique

AU - Bataineh, Omar

AU - Rosenblum, David S.

AU - Reynolds, Mark

PY - 2019/10/1

Y1 - 2019/10/1

N2 - This paper presents a novel framework for decentralized monitoring of Linear Temporal Logic (LTL) formulas, under the situation where processes are synchronous and the formula is represented as a tableau. The tableau technique allows one to construct a semantic tree for the input LTL formula, which can be used to optimize the decentralized monitoring of LTL in various ways. Given a system P and an LTL formula φ, we construct a tableau Tφ. The tableau Tφ is used for two purposes: (a) to synthesize an efficient round-robin communication policy for processes, and (b) to find the minimal ways to decompose the formula and communicate observations of processes in an efficient way. In our framework, processes can propagate truth values of both atomic and compound formulas (non-atomic formulas) depending on the syntactic structure of the input LTL formula and the observation power of processes. We demonstrate that this approach of decentralized monitoring based on tableau construction is more straightforward, more flexible, and more likely to yield efficient solutions than alternative approaches.

AB - This paper presents a novel framework for decentralized monitoring of Linear Temporal Logic (LTL) formulas, under the situation where processes are synchronous and the formula is represented as a tableau. The tableau technique allows one to construct a semantic tree for the input LTL formula, which can be used to optimize the decentralized monitoring of LTL in various ways. Given a system P and an LTL formula φ, we construct a tableau Tφ. The tableau Tφ is used for two purposes: (a) to synthesize an efficient round-robin communication policy for processes, and (b) to find the minimal ways to decompose the formula and communicate observations of processes in an efficient way. In our framework, processes can propagate truth values of both atomic and compound formulas (non-atomic formulas) depending on the syntactic structure of the input LTL formula and the observation power of processes. We demonstrate that this approach of decentralized monitoring based on tableau construction is more straightforward, more flexible, and more likely to yield efficient solutions than alternative approaches.

KW - Decentralized monitoring

KW - Linear Temporal Logic (LTL)

KW - tableau

UR - http://www.scopus.com/inward/record.url?scp=85073675300&partnerID=8YFLogxK

U2 - 10.1145/3358219

DO - 10.1145/3358219

M3 - Article

AN - SCOPUS:85073675300

SN - 1539-9087

VL - 18

JO - ACM Transactions on Embedded Computing Systems

JF - ACM Transactions on Embedded Computing Systems

IS - 5s

M1 - A87

ER -