Difference between revisions of "Mirhoseini2013automated"
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|abstract=<p>We propose a framework that enables intensive computation on ultra-low power devices with discontinuous energy-harvesting supplies. We devise an optimization algorithm that efficiently partitions the applications into smaller computational steps during high-level synthesis. Our system finds lowoverhead checkpoints that minimize recomputation cost due to power losses, then inserts the checkpoints at the design\’s registertransfer level. The checkpointing rate is automatically adapted to the source\’s realtime behavior. We evaluate our mechanisms on a battery-less RF energy-harvester platform. Extensive experiments targeting applications in medical implant devices demonstrate our approach\’s ability to successfully execute complex computations for various supply patterns with low time, energy, and area overheads.</p> | |abstract=<p>We propose a framework that enables intensive computation on ultra-low power devices with discontinuous energy-harvesting supplies. We devise an optimization algorithm that efficiently partitions the applications into smaller computational steps during high-level synthesis. Our system finds lowoverhead checkpoints that minimize recomputation cost due to power losses, then inserts the checkpoints at the design\’s registertransfer level. The checkpointing rate is automatically adapted to the source\’s realtime behavior. We evaluate our mechanisms on a battery-less RF energy-harvester platform. Extensive experiments targeting applications in medical implant devices demonstrate our approach\’s ability to successfully execute complex computations for various supply patterns with low time, energy, and area overheads.</p> | ||
|pages=27 - 32 | |pages=27 - 32 | ||
|month=9 | |||
|year=2013 | |||
|booktitle=2013 IEEE International Symposium on Low Power Electronics and Design (ISLPED)International Symposium on Low Power Electronics and Design (ISLPED) | |booktitle=2013 IEEE International Symposium on Low Power Electronics and Design (ISLPED)International Symposium on Low Power Electronics and Design (ISLPED) | ||
|title=Automated checkpointing for enabling intensive applications on energy harvesting devices | |title=Automated checkpointing for enabling intensive applications on energy harvesting devices | ||
|entry=inproceedings | |entry=inproceedings | ||
| | |pdf=Mirhoseini2013automated.pdf | ||
}} | }} | ||
Latest revision as of 17:37, 9 November 2021
| Mirhoseini2013automated | |
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| entry | inproceedings |
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| annote | |
| author | Azalia Mirhoseini and Songhori, Ebrahim M. and Farinaz Koushanfar |
| booktitle | 2013 IEEE International Symposium on Low Power Electronics and Design (ISLPED)International Symposium on Low Power Electronics and Design (ISLPED) |
| chapter | |
| edition | |
| editor | |
| howpublished | |
| institution | |
| journal | |
| month | 9 |
| note | |
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| organization | |
| pages | 27 - 32 |
| publisher | |
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| series | |
| title | Automated checkpointing for enabling intensive applications on energy harvesting devices |
| type | |
| volume | |
| year | 2013 |
| doi | 10.1109/ISLPED.2013.6629262 |
| issn | |
| isbn | |
| url | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6629262 |
| Mirhoseini2013automated.pdf | |
Email:
farinaz@ucsd.edu
farinaz@ucsd.edu
Address:
Electrical & Computer Engineering
University of California, San Diego
9500 Gilman Drive, MC 0407
Jacobs Hall, Room 6401
La Jolla, CA 92093-0407
Electrical & Computer Engineering
University of California, San Diego
9500 Gilman Drive, MC 0407
Jacobs Hall, Room 6401
La Jolla, CA 92093-0407
Lab Location: EBU1-2514
University of California San Diego
9500 Gilman Dr, La Jolla, CA 92093
University of California San Diego
9500 Gilman Dr, La Jolla, CA 92093