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This workshop is presented with support from the National Science Foundation under grant number 2539689. The opinions, findings, and conclusions or recommendations expressed are those of the participant(s) and do not necessarily reflect the views of the National Science Foundation.

In this talk, I will trace the evolution of my laboratory from its founding as the City College Visual Computing Laboratory in 2002 to its current iteration, the CUNY Computational

Implementation Challenges trace back to the early years of DIMACS and to the vision of David S Johnson to use experimentation as a companion to theory to gain more holistic perspective on the performance of algorithms The over arching purpose of a Challenge is to assess the practical performance of