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Poster: Creating Edge AI from Cloud-based LLMs

Published: 28 February 2024 Publication History

Abstract

This poster is based on the accepted submission to HotMobile2024: Creating Edge AI from Cloud-based LLMs.

References

[1]
Bala, M., Eiszler, T., Chen, X., Harkes, J., Blakley, J., Pillai, P., and Satyanarayanan, M. Democratizing Drone Autonomy via Edge Computing. In Proc. of the Eighth ACM/IEEE Symp. on Edge Computing (SEC) (Wilmington, DE, December 2023).
[2]
Chen, Z., Hu, W., Wang, J., Zhao, S., Amos, B., Wu, G., Ha, K., Elgazzar, K., Pillai, P., Klatzky, R., Siewiorek, D., and Satyanarayanan, M. An Empirical Study of Latency in an Emerging Class of Edge Computing Applications for Wearable Cognitive Assistance. In Proceedings of the Second ACM/IEEE Symposium on Edge Computing (Fremont, CA, October 2017).
[3]
George, S., Eiszler, T., Iyengar, R., Turki, H., Feng, Z., Wang, J., Pillai, P., and Satyanarayanan, M. OpenRTiST: End-to-End Benchmarking for Edge Computing. IEEE Pervasive Computing 19, 4 (2020).
[4]
Ha, K., Chen, Z., Hu, W., Richter, W., Pillai, P., and Satyanarayanan, M. Towards Wearable Cognitive Assistance. In Proceedings of the Twelfth International Conference on Mobile Systems, Applications, and Services (Bretton Woods, NH, June 2014).
[5]
Satyanarayanan, M., and Davies, N. Augmenting Cognition through Edge Computing. IEEE Computer 52, 7 (July 2019).

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        cover image ACM Conferences
        HOTMOBILE '24: Proceedings of the 25th International Workshop on Mobile Computing Systems and Applications
        February 2024
        167 pages
        ISBN:9798400704970
        DOI:10.1145/3638550
        Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the owner/author(s).

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        New York, NY, United States

        Publication History

        Published: 28 February 2024

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        Overall Acceptance Rate 96 of 345 submissions, 28%

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        HOTMOBILE '25

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