Understanding Visual Runtime: Bridging the Gap Between Code and Execution
The framework operates on three distinct layers:
Visual runtime verification transforms the abstract concept of software health into a tangible, observable interface. By superimposing visual state machines onto live telemetry, VisRuntime empowers engineers to intuitively detect and diagnose system anomalies. Future work will focus on integrating Augmented Reality (AR) to project these visual states onto physical server infrastructure in data centers. visual runtime
VisRuntime: A Framework for Real-Time Visual Runtime Verification of Distributed Systems using Timed Automata
During model inference, a visual runtime can display activation flows, attention maps, or data transformations layer by layer. Understanding Visual Runtime: Bridging the Gap Between Code
We propose an approach where the runtime execution is visualized dynamically. Instead of parsing thousands of lines of logs, an engineer observes a dynamic graph where nodes represent services and edges represent active data flows. This paper explores the implementation, performance overhead, and usability benefits of such a visual runtime.
Software landscape and application visualization for ... - OceanRep T) \rightarrow G$
: Visual runtime is to traditional logging what a live map is to a GPS coordinate list.
The core contribution of this work is the translation of linear execution traces into visual state transitions. We define a formal mapping $M: (E, T) \rightarrow G$, where a set of Events $E$ and Timestamps $T$ are mapped to a Graph $G$.