PowerScope: A Tool for Profiling the Energy Usage of Mobile Applications
WMCSA '99 Proceedings of the Second IEEE Workshop on Mobile Computer Systems and Applications
Impact of Data Compression on Energy Consumption of Wireless-Networked Handheld Devices
ICDCS '03 Proceedings of the 23rd International Conference on Distributed Computing Systems
etop: sensor network application energy profiling on the LEAP2 platform
Proceedings of the 6th international conference on Information processing in sensor networks
Comprehensive profiling support in the javaTM virtual machine
COOTS'99 Proceedings of the 5th conference on USENIX Conference on Object-Oriented Technologies & Systems - Volume 5
An energy consumption framework for distributed java-based systems
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Estimating the Energy Consumption in Pervasive Java-Based Systems
PERCOM '08 Proceedings of the 2008 Sixth Annual IEEE International Conference on Pervasive Computing and Communications
ECBS '08 Proceedings of the 15th Annual IEEE International Conference and Workshop on the Engineering of Computer Based Systems
Toward a Science of Power Management
Computer
Run-time energy consumption estimation based on workload in server systems
HotPower'08 Proceedings of the 2008 conference on Power aware computing and systems
Sleepless in seattle no longer
USENIXATC'10 Proceedings of the 2010 USENIX conference on USENIX annual technical conference
An analysis of power consumption in a smartphone
USENIXATC'10 Proceedings of the 2010 USENIX conference on USENIX annual technical conference
Computer
A language for modeling network availability
ICFEM'06 Proceedings of the 8th international conference on Formal Methods and Software Engineering
Runtime monitoring of software energy hotspots
Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering
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Reducing the energy footprint of digital devices and software is a task challenging the research in Green IT. Researches have proposed approaches for energy management, ranging from reducing usage of software and hardware, compilators optimization, to server consolidation and software migration. However, optimizing the energy consumption requires knowledge of that said consumption. In particular, measuring the energy consumption of hardware and software is an important requirement for efficient energy strategies. In this review, we outline the different categories of approaches in energy measurements, and provide insights into example of each category. We draw recommendations from our review on requirements on how to efficiently measure energy consumption of devices and software.