This book constitutes the outcome of the Workshop on Measurement and Measurement Tools which was held as part of the Future Internet Research Experimentation (FIRE) initiative during the Future Internet Assembly conference (FIA) in May 2012. The 10 contributions included in this volume are invited extended versions of the presentations at the workshop. The book closes with a summary and conclusions of the findings in these papers.