SysML: The New Frontier of Machine Learning Systems. Ratner, A., Alistarh, D., Alonso, G., Andersen, D. G., Bailis, P., Bird, S., Carlini, N., Catanzaro, B., Chung, E. S., Dally, B., Dean, J., Dhillon, I. S., Dimakis, A. G., Dubey, P., Elkan, C., Fursin, G., Ganger, G. R., Getoor, L., Gibbons, P. B., Gibson, G. A., Gonzalez, J. E., Gottschlich, J., Han, S., Hazelwood, K. M., Huang, F., Jaggi, M., Jamieson, K. G., Jordan, M. I., Joshi, G., Khalaf, R., Knight, J., Konečný, J., Kraska, T., Kumar, A., Kyrillidis, A., Li, J., Madden, S., McMahan, H. B., Meijer, E., Mitliagkas, I., Monga, R., Murray, D. G., Papailiopoulos, D. S., Pekhimenko, G., Rekatsinas, T., Rostamizadeh, A., Ré, C., Sa, C. D., Sedghi, H., Sen, S., Smith, V., Smola, A., Song, D., Sparks, E. R., Stoica, I., Sze, V., Udell, M., Vanschoren, J., Venkataraman, S., Vinayak, R., Weimer, M., Wilson, A. G., Xing, E. P., Zaharia, M., Zhang, C., & Talwalkar, A. CoRR, 2019.
SysML: The New Frontier of Machine Learning Systems [link]Paper  bibtex   2 downloads  
@article{DBLP:journals/corr/abs-1904-03257,
  author       = {Alexander Ratner and
                  Dan Alistarh and
                  Gustavo Alonso and
                  David G. Andersen and
                  Peter Bailis and
                  Sarah Bird and
                  Nicholas Carlini and
                  Bryan Catanzaro and
                  Eric S. Chung and
                  Bill Dally and
                  Jeff Dean and
                  Inderjit S. Dhillon and
                  Alexandros G. Dimakis and
                  Pradeep Dubey and
                  Charles Elkan and
                  Grigori Fursin and
                  Gregory R. Ganger and
                  Lise Getoor and
                  Phillip B. Gibbons and
                  Garth A. Gibson and
                  Joseph E. Gonzalez and
                  Justin Gottschlich and
                  Song Han and
                  Kim M. Hazelwood and
                  Furong Huang and
                  Martin Jaggi and
                  Kevin G. Jamieson and
                  Michael I. Jordan and
                  Gauri Joshi and
                  Rania Khalaf and
                  Jason Knight and
                  Jakub Kone{\v{c}}n{\'y} and
                  Tim Kraska and
                  Arun Kumar and
                  Anastasios Kyrillidis and
                  Jing Li and
                  Samuel Madden and
                  H. Brendan McMahan and
                  Erik Meijer and
                  Ioannis Mitliagkas and
                  Rajat Monga and
                  Derek Gordon Murray and
                  Dimitris S. Papailiopoulos and
                  Gennady Pekhimenko and
                  Theodoros Rekatsinas and
                  Afshin Rostamizadeh and
                  Christopher R{\'{e}} and
                  Christopher De Sa and
                  Hanie Sedghi and
                  Siddhartha Sen and
                  Virginia Smith and
                  Alex Smola and
                  Dawn Song and
                  Evan Randall Sparks and
                  Ion Stoica and
                  Vivienne Sze and
                  Madeleine Udell and
                  Joaquin Vanschoren and
                  Shivaram Venkataraman and
                  Rashmi Vinayak and
                  Markus Weimer and
                  Andrew Gordon Wilson and
                  Eric P. Xing and
                  Matei Zaharia and
                  Ce Zhang and
                  Ameet Talwalkar},
  title        = {SysML: The New Frontier of Machine Learning Systems},
  journal      = {CoRR},
  volume       = {abs/1904.03257},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.03257},
  eprinttype    = {arXiv},
  eprint       = {1904.03257},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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