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Luo Mai

DR

 https://orcid.org/0000-0002-3594-1092
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  • 2024

    ServerlessLLM: Low-latency serverless inference for large language models

    Fu, Y., Xue, L., Huang, Y., Brabete, A-O., Ustiugov, D., Patel, Y. & Mai, L., 12 Jul 2024, Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation. USENIX Association, p. 135-153 19 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
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  • Learning high-frequency functions made easy with sinusoidal positional encoding

    Sun, C., Yuan, Z., Xu, K., Mai, L., N, S., Chen, S. & Marina, M. K., 1 May 2024, (Accepted/In press) Proceedings of the 41st International Conference on Machine Learning.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
  • 2021

    Move Fast and Meet Deadlines: Fine-grained Real-time Stream Processing with Cameo

    Xu, L., Venkataraman, S., Gupta, I., Mai, L. & Potharaju, R., 12 Apr 2021, Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation. USENIX Association

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
  • 2020

    KungFu: Making Training in Distributed Machine Learning Adaptive

    Mai, L., Li, G., Wagenländer, M., Fertakis, K., Brabete, A-O. & Pietzuch, P., 4 Nov 2020, 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). USENIX Association, p. 937-954 18 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File

  • Spotnik: Designing Distributed Machine Learning for Transient Cloud Resources

    Wagenländer, M., Mai, L., Guo, L. & Pietzuch, P., 14 Jul 2020, HotCloud'20: Proceedings of the 12th USENIX Conference on Hot Topics in Cloud Computing. USENIX Association, 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
  • 2017

    TensorLayer: A Versatile Library for Efficient Deep Learning Development

    Dong, H., Supratak, A., Mai, L., Liu, F., Oehmichen, A., Yu, S. & Guo, Y., 19 Oct 2017, Proceedings of the 25th ACM International Conference on Multimedia. New York, NY, USA: ACM Association for Computing Machinery, p. 1201–1204 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Emu: Rapid Prototyping of Networking Services

    Sultana, N., Galea, S., Greaves, D., Wójcik, M., Shipton, J., Clegg, R. G., Mai, L., Bressana, P., Soulé, R., Mortier, R., Costa, P., Pietzuch, P., Crowcroft, J., Moore, A. W. & Zilberman, N., 12 Jul 2017, Proceedings of the 2017 USENIX Conference on Usenix Annual Technical Conference. USA: USENIX Association, p. 459–471 15 p. (USENIX ATC ’17).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2016

    FLICK: Developing and Running Application-Specific Network Services

    Alim, A., Clegg, R. G., Mai, L., Rupprecht, L., Seckler, E., Costa, P., Pietzuch, P., Wolf, A. L., Sultana, N., Crowcroft, J., Madhavapeddy, A., Moore, A. W., Mortier, R., Koleni, M., Oviedo, L., Migliavacca, M. & McAuley, D., 22 Jun 2016, 2016 USENIX Annual Technical Conference (USENIX ATC 16). Denver, CO: USENIX Association, p. 1-14 14 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Towards a Network Marketplace in a Cloud

    Yu, D., Mai, L., Arianfar, S., Fonseca, R., Krieger, O. & Oran, D., 20 Jun 2016, Proceedings of the 8th USENIX Conference on Hot Topics in Cloud Computing. USA: USENIX Association, p. 84–89 6 p. (HotCloud’16).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2015

    Optimizing Network Performance in Distributed Machine Learning

    Mai, L., Hong, C. & Costa, P., 6 Jul 2015, Proceedings of the 7th USENIX Conference on Hot Topics in Cloud Computing. USA: USENIX Association, 7 p. (HotCloud’15).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2014

    NetAgg: Using Middleboxes for Application-Specific On-Path Aggregation in Data Centres

    Mai, L., Rupprecht, L., Alim, A., Costa, P., Migliavacca, M., Pietzuch, P. & Wolf, A. L., 2 Dec 2014, Proceedings of the 10th ACM International on Conference on Emerging Networking Experiments and Technologies. New York, NY, USA: ACM Association for Computing Machinery, p. 249–262 13 p. (CoNEXT ’14).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2011

    Load Balanced Rendezvous Data Collection in Wireless Sensor Networks

    Mai, L., Shangguan, L., Lang, C., Du, J., Liu, H., Li, Z. & Li, M., 15 Nov 2011, 2011 IEEE Eighth International Conference on Mobile Ad-Hoc and Sensor Systems. p. 282-291 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution