Multi-Property Temporal Logic Monitoring
Fuente:
arXiv
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| Autores principales: | , |
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| Formato: | Preprint |
| Publicado: |
2026
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| _version_ | 1866909040486907904 |
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| author | Demir, Arınç Ulus, Dogan |
| author_facet | Demir, Arınç Ulus, Dogan |
| contents | Runtime verification enables checking temporal logic specifications over individual execution traces and offers a scalable alternative to exhaustive formal verification. In practice, systems must satisfy dozens to hundreds of temporal properties simultaneously; however, existing approaches monitor each property in isolation, resulting in redundant computation and limited scalability. In this work, we present an online multi-property monitoring framework that compiles past-time LTL and MTL specifications into a shared directed acyclic graph of subformulas with one output per property. Unlike prior approaches that construct monitors independently, our method extends compositional sequential network-based temporal logic monitor construction to a shared setting, enabling reuse of intermediate results across properties while preserving their individual structure. Central to our approach is a data-oriented execution model based on an arena-allocated, double-buffered layout that stores intermediate results for each subformula in compact, contiguous memory. This design favors spatial locality and enables incremental updates with minimal overhead. Experimental results demonstrate per-property throughput improvements of 2x to 4.5x and 6x to 12x in multi-property configurations compared to conventional single-property monitoring, enabling scalability to large specification sets and deployment in high-performance and resource-constrained systems. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2605_13668 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Multi-Property Temporal Logic Monitoring Demir, Arınç Ulus, Dogan Logic in Computer Science Runtime verification enables checking temporal logic specifications over individual execution traces and offers a scalable alternative to exhaustive formal verification. In practice, systems must satisfy dozens to hundreds of temporal properties simultaneously; however, existing approaches monitor each property in isolation, resulting in redundant computation and limited scalability. In this work, we present an online multi-property monitoring framework that compiles past-time LTL and MTL specifications into a shared directed acyclic graph of subformulas with one output per property. Unlike prior approaches that construct monitors independently, our method extends compositional sequential network-based temporal logic monitor construction to a shared setting, enabling reuse of intermediate results across properties while preserving their individual structure. Central to our approach is a data-oriented execution model based on an arena-allocated, double-buffered layout that stores intermediate results for each subformula in compact, contiguous memory. This design favors spatial locality and enables incremental updates with minimal overhead. Experimental results demonstrate per-property throughput improvements of 2x to 4.5x and 6x to 12x in multi-property configurations compared to conventional single-property monitoring, enabling scalability to large specification sets and deployment in high-performance and resource-constrained systems. |
| title | Multi-Property Temporal Logic Monitoring |
| topic | Logic in Computer Science |
| url | https://arxiv.org/abs/2605.13668 |