@inproceedings{SieberKarnapkeNolte, author = {Sieber, Andr{\´e} and Karnapke, Reinhardt and Nolte, J{\"o}rg}, title = {From Energy Accounting to Energy Management}, series = {13. GI/ITG Fachgespr{\"a}ch Sensornetze, 25. und 26. September 2014 an der Universit{\"a}t Potsdam}, booktitle = {13. GI/ITG Fachgespr{\"a}ch Sensornetze, 25. und 26. September 2014 an der Universit{\"a}t Potsdam}, publisher = {Universit{\"a}t}, address = {Potsdam}, pages = {25 -- 28}, abstract = {Embedded systems, e.g. nodes within sensor networks, often have tight bound goals for lifetime while running from a not renewable energy source. Mostly batteries are used, which are vulnerable to temperature and non-linear effects. Additionally, variations within the hardware or induced by the software make the prediction of the available and consumed energy a complicated task. To reach certain lifetime goals under these influences, online energy management is necessary. For a fine-grained management on the level of individual sub-tasks, it is necessary to know where in the system the energy is consumed. In this work, we extend our online energy accounting approach to enable online energy management. We present ways to control application and device behavior, and, thus, energy using energy budgets. First experiments yield promising results, reaching their lifetime goals while maintaining a high application quality.}, language = {en} }