@conference {icl:159, title = {Performance Instrumentation and Measurement for Terascale Systems}, booktitle = {ICCS 2003 Terascale Workshop}, year = {2003}, month = {2003-06}, publisher = {Springer, Berlin, Heidelberg}, organization = {Springer, Berlin, Heidelberg}, address = {Melbourne, Australia}, abstract = {As computer systems grow in size and complexity, tool support is needed to facilitate the efficient mapping of large-scale applications onto these systems. To help achieve this mapping, performance analysis tools must provide robust performance observation capabilities at all levels of the system, as well as map low-level behavior to high-level program constructs. Instrumentation and measurement strategies, developed over the last several years, must evolve together with performance analysis infrastructure to address the challenges of new scalable parallel systems.}, keywords = {papi}, doi = {https://doi.org/10.1007/3-540-44864-0_6}, author = {Jack Dongarra and Allen D. Malony and Shirley Moore and Phil Mucci and Sameer Shende} }