These workflows require a cohesive set of performance analysis tools to provide a comprehensive understanding of data exchange patterns in HPC systems. However, ...

Nov 22, 2024 · This work presents a data flow tracer, called DFTracer [22], that captures events from both the application-code and system-call levels for AI- ...

Nov 22, 2024 · We developed a data flow tracer called DFTracer to capture data-centric events from workflows and the I/O stack to build a detailed understanding of the data ...

DFTracer has following three novel features, including a unified interface to capture tracing data from different layers in the software stack, a trace format ...

Dec 17, 2024 · A multi-level dataflow tracer designed for capturing I/O calls from AI-driven workflows.

DFTracer is a tracing tool designed to capture both application-code and I/O-call level events from workflows.

DFTracer: An Analysis-Friendly Data Flow Tracer for AI-Driven Workflows. Algorithms. Artificial Intelligence/Machine Learning. Data Movement and Memory. Graph ...

To this end, we developed a data flow tracer called DFTracer to capture data-centric events from workflows and the I/O stack to build a detailed understanding ...

Nov 19, 2024 · We love collaboration & this #SC24 paper has plenty. Check out "DFTracer: An Analysis-Friendly #Data Flow Tracer for #AI-Driven #Workflows" ...

sc24 DFTracer: An Analysis-Friendly Data Flow Tracer for AI-Driven Workflows ... To this end, we developed a data flow tracer called DFTracer to capture data ...