author = {Georgiou, Kyriakos and Kerrison, Steve and Chamski, Zbigniew and Eder, Kerstin},
  title = {Energy Transparency for Deeply Embedded Programs},
  journal = {ACM Trans. Archit. Code Optim.},
  issue_date = {April 2017},
  volume = {14},
  number = {1},
  month = mar,
  year = {2017},
  issn = {1544-3566},
  pages = {8:1--8:26},
  articleno = {8},
  numpages = {26},
  url = {},
  doi = {10.1145/3046679},
  acmid = {3046679},
  publisher = {ACM},
  address = {New York, NY, USA},
  keywords = {IoT, LLVM, Static analysis, WCET, deeply embedded systems, profiling}
  author = {Grech, Neville and Georgiou, Kyriakos and Pallister, James and Kerrison, Steve and Morse, Jeremy and Eder, Kerstin},
  title = {Static Analysis of Energy Consumption for LLVM IR Programs},
  booktitle = {Proceedings of the 18th International Workshop on Software and Compilers for Embedded Systems},
  series = {SCOPES '15},
  year = {2015},
  isbn = {978-1-4503-3593-5},
  location = {Sankt Goar, Germany},
  pages = {12--21},
  numpages = {10},
  url = {},
  doi = {10.1145/2764967.2764974},
  acmid = {2764974},
  publisher = {ACM},
  address = {New York, NY, USA}
  title = {ENTRA: Whole-systems energy transparency },
  journal = {Microprocessors and Microsystems },
  volume = {47, Part B},
  number = {},
  pages = {278 - 286},
  year = {2016},
  note = {},
  issn = {0141-9331},
  doi = {},
  url = {},
  author = {Kerstin Eder and John P. Gallagher and Pedro López-García and Henk Muller and Zorana Banković and Kyriakos Georgiou and Rémy Haemmerlé and Manuel V. Hermenegildo and Bishoksan Kafle and Steve Kerrison and Maja Kirkeby and Maximiliano Klemen and Xueliang Li and Umer Liqat and Jeremy Morse and Morten Rhiger and Mads Rosendahl},
  keywords = {Energy transparency},
  keywords = {Energy-aware software development},
  keywords = {Energy modelling},
  keywords = {Static analysis},
  keywords = {Resource analysis },
  abstract = {Abstract Promoting energy efficiency to a first class system design goal is an important research challenge. Although more energy-efficient hardware can be designed, it is software that controls the hardware; for a given system the potential for energy savings is likely to be much greater at the higher levels of abstraction in the system stack. Thus the greatest savings are expected from energy-aware software development, which is the vision of the \{EU\} \{ENTRA\} project. This article presents the concept of energy transparency as a foundation for energy-aware software development. We show how energy modelling of hardware is combined with static analysis to allow the programmer to understand the energy consumption of a program without executing it, thus enabling exploration of the design space taking energy into consideration. The paper concludes by summarising the current and future challenges identified in the \{ENTRA\} project. }
  author = {Liqat, U.
and Georgiou, K.
and Kerrison, S.
and Lopez-Garcia, P.
and Gallagher, John P.
and Hermenegildo, M. V.
and Eder, K.},
  editor = {van Eekelen, Marko
and Dal Lago, Ugo},
  title = {Inferring Parametric Energy Consumption Functions at Different Software Levels: ISA vs. LLVM IR},
  booktitle = {Foundational and Practical Aspects of Resource Analysis: 4th International Workshop, FOPARA 2015, London, UK, April 11, 2015. Revised Selected Papers},
  year = {2016},
  publisher = {Springer International Publishing},
  address = {Cham},
  pages = {81--100},
  isbn = {978-3-319-46559-3},
  doi = {10.1007/978-3-319-46559-3_5},
  url = {}
  author = {Liqat, Umer
and Kerrison, Steve
and Serrano, Alejandro
and Georgiou, Kyriakos
and Lopez-Garcia, Pedro
and Grech, Neville
and Hermenegildo, Manuel V.
and Eder, Kerstin},
  editor = {Gupta, Gopal
and Pe{\~{n}}a, Ricardo},
  title = {Energy Consumption Analysis of Programs Based on XMOS ISA-Level Models},
  booktitle = {Logic-Based Program Synthesis and Transformation: 23rd International Symposium, LOPSTR 2013, Madrid, Spain, September 18-19, 2013, Revised Selected Papers},
  year = {2014},
  publisher = {Springer International Publishing},
  address = {Cham},
  pages = {72--90},
  isbn = {978-3-319-14125-1},
  doi = {10.1007/978-3-319-14125-1_5},
  url = {}

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