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Design space exploration for distributed cyber-physical systems: State-of-the-art, challenges, and directions
Industrial Cyber-Physical Systems (CPS) are com-plex heterogeneous and distributed
computing systems, typically integrating and interconnecting a large number of subsystems …
computing systems, typically integrating and interconnecting a large number of subsystems …
System-on-chip message flow mining with masked-language models
High-quality system-level specifications are necessary to validate system-on-chip (SoC)
designs comprehensively. However, manual development and maintenance of such …
designs comprehensively. However, manual development and maintenance of such …
Automodel: Automatic synthesis of models from communication traces of soc designs
Modeling system-level behaviors of intricate system-on-chip (SoC) designs is crucial for
design analysis, testing, and validation. This article presents an approach, AutoModel, to …
design analysis, testing, and validation. This article presents an approach, AutoModel, to …
Inferring Message Flows From System Communication Traces
This paper proposes a novel method for automatically inferring message flow specifications
from the communication traces of a system-on-chip (SoC) design that captures messages …
from the communication traces of a system-on-chip (SoC) design that captures messages …
Mining SoC Message Flows with Attention Model
High-quality system-level message flow specifications are necessary for comprehensive
validation of system-on-chip (SoC) designs. However, manual development and …
validation of system-on-chip (SoC) designs. However, manual development and …
Enhancing Post Silicon Visibility Using Language Modelling Techniques
NJ Fender - 2024 - search.proquest.com
The debugging phase is a critical time in the development of a new system on chip product.
Specifically, the post-silicon validation phase is one of the most important, as it allows …
Specifically, the post-silicon validation phase is one of the most important, as it allows …
Deep Bidirectional Transformers for SoC Flow Specification Mining
MR Ahmed, H Zheng - arxiv preprint arxiv:2203.13182, 2022 - arxiv.org
High-quality system-level message flow specifications can lead to comprehensive validation
of system-on-chip (SoC) designs. We propose a disruptive method that utilizes an attention …
of system-on-chip (SoC) designs. We propose a disruptive method that utilizes an attention …
Machine Learning for Electronic Design Automation: Specification Mining and High-Level Synthesis
MR Ahmed - 2023 - search.proquest.com
The rapid growth of complex system-on-chip (SoC) designs has presented unprecedented
opportunities and challenges in electronic design automation (EDA). This dissertation …
opportunities and challenges in electronic design automation (EDA). This dissertation …