Time-sensitive safety-critical systems store traces as a collection of time-stamped messages
that are generated while a system is operating. Analysis of these traces becomes a key task …

The current knowledge mapping relationship optimization methods cannot obtain high-
precision information. An optimization method of knowledge mapping relationship based on …

Causality knowledge is an essential component of an explainable cyber-physical systems.
Since this knowledge mainly come from domain experts, manual annotation of causality is …

As the technology is emerging, the process industries are actively migrating to Industry 4.0 to
optimize energy, production, profit, and the quality of products. It should be noted that real …

Root-cause analysis (RCA) is a crucial task in software system maintenance, where system
logs play an essential role in capturing system behaviours and describing failures …

China Telecom's fifth-generation core (5GC) network is complicated owing to own
characterizations of service based architecture and network functions vir-tualization, and …

Different forms of constraints have been a useful kind of artifacts across multiple computer
science domains, especially in code analysis and generation tasks. Existing constraint …

Causality-based anomaly detection methods provide at least two significant theoretical
benefits over purely statistical methods: 1. Improved robustness to non-anomalous out-of …

Microservices is a distributed software architecture that divides the business logic of an
application into more minor, fine-grained services. Due to their distributed nature …

With the development of the virtualization of 5G core (5GC) network, the network architecture
is more complex. Once faults occur, the fault root cause location (RCL) is difficult. Traditional …