Hadrons: a Grid-powered workflow management system for lattice QCD measurements

19 Jun 2019, 09:00
20m
Shimao 5

Shimao 5

Parallel Algorithms and Machines Algorithms and Machines

Speaker

Dr Antonin Portelli (The University of Edinburgh)

Description

Hadrons is a free C++ framework based on the high-performance Grid library to implement lattice QCD measurement workflows. It is based on a modular dataflow programming approach to accommodate with the heterogeneity of lattice measurements. The different measurement steps (inversions, contractions, I/O …) are implemented as individual modules with inputs and outputs, and a measurement workflow forms a directed acyclic graph (DAG) of such modules. All the modules have access to a global environment for storing named objects. A global virtual machine takes care of scheduling the measurement, while minimising the memory consumption of the workflow through an optimisation of the module DAG and a garbage collection mechanism. Hadrons can be driven through a C++ API or an XML description of the DAG, more hybrid approaches can also be developed using the extensive serialisation features of Grid.

Author

Dr Antonin Portelli (The University of Edinburgh)

Presentation materials