Software energy profiling

Jagroep, Erik; Werf, Jan Martijn E. M. van der; Brinkkemper, Sjaak; Procaccianti, Giuseppe; Lago, Patricia; Blom, Leen; Vliet, Rob van

doi:10.1145/2889160.2889216

Cited by 20 publications

(14 citation statements)

References 40 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…In that case, the programmer might use dynamic analysis with a measurement set-up. This, however, is not a trivial task and requires a complex set-up [8,4].…”

Section: Validitymentioning

confidence: 99%

Towards Practical, Precise and Parametric Energy Analysis of IT Controlled Systems

Gastel

Eekelen

2017

Electron. Proc. Theor. Comput. Sci.

View full text Add to dashboard Cite

Energy consumption analysis of IT-controlled systems can play a major role in minimising the overall energy consumption of such IT systems, during the development phase, or for optimisation in the field. Recently, a precise energy analysis was developed, with the property of being parametric in the hardware. In principle, this creates the opportunity to analyse which is the best software implementation for given hardware, or the other way around: choose the best hardware for a given algorithm.The precise analysis was introduced for a very limited language: ECA. In this paper, several important steps are taken towards practical energy analysis. The ECA language is extended with common programming language features. The application domain is further explored, and threats to the validity are identified and discussed. Altogether, this constitutes an important step towards analysing energy consumption of IT-controlled systems in practice.

show abstract

“…In that case, the programmer might use dynamic analysis with a measurement set-up. This, however, is not a trivial task and requires a complex set-up [8,4].…”

Section: Validitymentioning

confidence: 99%

Towards Practical, Precise and Parametric Energy Analysis of IT Controlled Systems

Gastel

Eekelen

2017

Electron. Proc. Theor. Comput. Sci.

View full text Add to dashboard Cite

show abstract

“…In that case, the programmer might use dynamic analysis with a measurement set-up. This, however, is not a trivial task and requires a complex set-up [1,4]. Moreover, it only yields information for a speci c benchmark [7].…”

Section: Other Approachesmentioning

confidence: 99%

Analysing energy consumption of systems controlled by software

Gastel

2017

Companion to the First International Conference on the Art, Science and Engineering of Programming

View full text Add to dashboard Cite

Energy consumption analysis of IT-controlled systems can play a major role in minimising the overall energy consumption of such IT systems, during the development phase, or for optimisation in the eld. As software is increasingly embedded in our daily life, with IT using more and more energy, the software industry should become aware of their energy footprint, and methods must be developed to assist in reducing this footprint. Recently, we developed a precise energy analysis, to analyse software in conjunction with hardware. It has the property of being parametric with regard to the hardware. In principle, this creates the opportunity to investigate which is the best software implementation for given hardware, or the other way around: choose the best hardware for a given algorithm. CCS CONCEPTS • Software and its engineering → Formal software veri cation; Operational analysis; • Hardware → Platform power issues;

show abstract

“…To the best of our knowledge, current efforts are mainly focused on lowering software energy footprint by applying performance optimizations [41], such as energy-efficient virtual machines placement in data-centers [48], energy monitoring along releases [37], or energy code-smells [11]. However, the energy consumed throughout the usage phase of a service or product might not always be the main driver of impact, thus adopting a more holistic approach is essential.…”

Section: Introductionmentioning

confidence: 99%

Uncovering the Environmental Impact of Software Life Cycle

Simon,

Rust,

Rouvoy

et al. 2023

2023 International Conference on ICT for Sustainability (ICT4S)

View full text Add to dashboard Cite

The environmental footprint of a software service development may be impacted by several factors, spanning human factors to infrastructure choices. To the best of our knowledge, the state of the art in the domain of environmental footprint fails i) to address the full spectrum of software services life cycle, from design to operation and maintenance and ii) to cover different categories of impacts. In this paper, we therefore introduce a methodology and the associated model to guide the software development ecosystem and their stakeholders in estimating the environmental footprint of their projects along multiple impact categories. This holistic approach delivers actionable insights to identify potential shifting between phases, such as development and usage, but also hotspots among resources consumed to produce and operate software services. We report on a sample case study that emphasizes the importance of development impact on a software life cycle and shows the relative importance of phases, as well as resources consumed.

show abstract

Software energy profiling

Cited by 20 publications

References 40 publications

Towards Practical, Precise and Parametric Energy Analysis of IT Controlled Systems

Towards Practical, Precise and Parametric Energy Analysis of IT Controlled Systems

Analysing energy consumption of systems controlled by software

Uncovering the Environmental Impact of Software Life Cycle

Contact Info

Product

Resources

About