Applications

TaPS provides a diverse set of parallel and distributed applications for benchmarking. These applications, summarized below, span many domains, datasets, and structures to support comprehensive performance evaluation of existing and future systems.

Example task dependency diagrams of various applications provided by TaPS. In most applications, the exact structure depends on the application configuration.

Application	Domain	Task Type(s)	Data Format(s)
Cholesky Factorization	Linear Algebra	Python Functions	In-memory
Docking Proteins	Drug Discovery	Executable, Python Functions	File
Failure Injection	N/A	Any	Any
Federated Learning	Machine Learning	Python Functions	In-memory
MapReduce	Text Analysis	Python Functions	File, In-memory
Molecular Design	Molecular Design	Python Functions	In-memory
Montage	Astronomy	Executable	File
Synthetic	N/A	Python Functions	In-memory

Check out the application specific guides for more information and instructions.