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., 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. Paper bibtex @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 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 R. 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 = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}

Downloads: 0

{"_id":"cJZHshiPZaxBbqY6k","bibbaseid":"ratner-alistarh-alonso-andersen-bailis-bird-carlini-catanzaro-etal-sysmlthenewfrontierofmachinelearningsystems-2019","authorIDs":["5e4e212ad116fbde01000159","5e4e2263d116fbde0100016c","8B7ApGaBondrWRAFH","FjXtZWEkNHKmLEWm5","L7qPdN38SaGAb2wRb"],"author_short":["Ratner, A.","Alistarh, D.","Alonso, G.","Andersen, D. G.","Bailis, P.","Bird, S.","Carlini, N.","Catanzaro, B.","Chung, E.","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."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Alexander"],"propositions":[],"lastnames":["Ratner"],"suffixes":[]},{"firstnames":["Dan"],"propositions":[],"lastnames":["Alistarh"],"suffixes":[]},{"firstnames":["Gustavo"],"propositions":[],"lastnames":["Alonso"],"suffixes":[]},{"firstnames":["David","G."],"propositions":[],"lastnames":["Andersen"],"suffixes":[]},{"firstnames":["Peter"],"propositions":[],"lastnames":["Bailis"],"suffixes":[]},{"firstnames":["Sarah"],"propositions":[],"lastnames":["Bird"],"suffixes":[]},{"firstnames":["Nicholas"],"propositions":[],"lastnames":["Carlini"],"suffixes":[]},{"firstnames":["Bryan"],"propositions":[],"lastnames":["Catanzaro"],"suffixes":[]},{"firstnames":["Eric"],"propositions":[],"lastnames":["Chung"],"suffixes":[]},{"firstnames":["Bill"],"propositions":[],"lastnames":["Dally"],"suffixes":[]},{"firstnames":["Jeff"],"propositions":[],"lastnames":["Dean"],"suffixes":[]},{"firstnames":["Inderjit","S."],"propositions":[],"lastnames":["Dhillon"],"suffixes":[]},{"firstnames":["Alexandros","G."],"propositions":[],"lastnames":["Dimakis"],"suffixes":[]},{"firstnames":["Pradeep"],"propositions":[],"lastnames":["Dubey"],"suffixes":[]},{"firstnames":["Charles"],"propositions":[],"lastnames":["Elkan"],"suffixes":[]},{"firstnames":["Grigori"],"propositions":[],"lastnames":["Fursin"],"suffixes":[]},{"firstnames":["Gregory","R."],"propositions":[],"lastnames":["Ganger"],"suffixes":[]},{"firstnames":["Lise"],"propositions":[],"lastnames":["Getoor"],"suffixes":[]},{"firstnames":["Phillip","B."],"propositions":[],"lastnames":["Gibbons"],"suffixes":[]},{"firstnames":["Garth","A."],"propositions":[],"lastnames":["Gibson"],"suffixes":[]},{"firstnames":["Joseph","E."],"propositions":[],"lastnames":["Gonzalez"],"suffixes":[]},{"firstnames":["Justin"],"propositions":[],"lastnames":["Gottschlich"],"suffixes":[]},{"firstnames":["Song"],"propositions":[],"lastnames":["Han"],"suffixes":[]},{"firstnames":["Kim","M."],"propositions":[],"lastnames":["Hazelwood"],"suffixes":[]},{"firstnames":["Furong"],"propositions":[],"lastnames":["Huang"],"suffixes":[]},{"firstnames":["Martin"],"propositions":[],"lastnames":["Jaggi"],"suffixes":[]},{"firstnames":["Kevin","G."],"propositions":[],"lastnames":["Jamieson"],"suffixes":[]},{"firstnames":["Michael","I."],"propositions":[],"lastnames":["Jordan"],"suffixes":[]},{"firstnames":["Gauri"],"propositions":[],"lastnames":["Joshi"],"suffixes":[]},{"firstnames":["Rania"],"propositions":[],"lastnames":["Khalaf"],"suffixes":[]},{"firstnames":["Jason"],"propositions":[],"lastnames":["Knight"],"suffixes":[]},{"firstnames":["Jakub"],"propositions":[],"lastnames":["Konečný"],"suffixes":[]},{"firstnames":["Tim"],"propositions":[],"lastnames":["Kraska"],"suffixes":[]},{"firstnames":["Arun"],"propositions":[],"lastnames":["Kumar"],"suffixes":[]},{"firstnames":["Anastasios"],"propositions":[],"lastnames":["Kyrillidis"],"suffixes":[]},{"firstnames":["Jing"],"propositions":[],"lastnames":["Li"],"suffixes":[]},{"firstnames":["Samuel"],"propositions":[],"lastnames":["Madden"],"suffixes":[]},{"firstnames":["H.","Brendan"],"propositions":[],"lastnames":["McMahan"],"suffixes":[]},{"firstnames":["Erik"],"propositions":[],"lastnames":["Meijer"],"suffixes":[]},{"firstnames":["Ioannis"],"propositions":[],"lastnames":["Mitliagkas"],"suffixes":[]},{"firstnames":["Rajat"],"propositions":[],"lastnames":["Monga"],"suffixes":[]},{"firstnames":["Derek","Gordon"],"propositions":[],"lastnames":["Murray"],"suffixes":[]},{"firstnames":["Dimitris","S."],"propositions":[],"lastnames":["Papailiopoulos"],"suffixes":[]},{"firstnames":["Gennady"],"propositions":[],"lastnames":["Pekhimenko"],"suffixes":[]},{"firstnames":["Theodoros"],"propositions":[],"lastnames":["Rekatsinas"],"suffixes":[]},{"firstnames":["Afshin"],"propositions":[],"lastnames":["Rostamizadeh"],"suffixes":[]},{"firstnames":["Christopher"],"propositions":[],"lastnames":["Ré"],"suffixes":[]},{"firstnames":["Christopher","De"],"propositions":[],"lastnames":["Sa"],"suffixes":[]},{"firstnames":["Hanie"],"propositions":[],"lastnames":["Sedghi"],"suffixes":[]},{"firstnames":["Siddhartha"],"propositions":[],"lastnames":["Sen"],"suffixes":[]},{"firstnames":["Virginia"],"propositions":[],"lastnames":["Smith"],"suffixes":[]},{"firstnames":["Alex"],"propositions":[],"lastnames":["Smola"],"suffixes":[]},{"firstnames":["Dawn"],"propositions":[],"lastnames":["Song"],"suffixes":[]},{"firstnames":["Evan","R."],"propositions":[],"lastnames":["Sparks"],"suffixes":[]},{"firstnames":["Ion"],"propositions":[],"lastnames":["Stoica"],"suffixes":[]},{"firstnames":["Vivienne"],"propositions":[],"lastnames":["Sze"],"suffixes":[]},{"firstnames":["Madeleine"],"propositions":[],"lastnames":["Udell"],"suffixes":[]},{"firstnames":["Joaquin"],"propositions":[],"lastnames":["Vanschoren"],"suffixes":[]},{"firstnames":["Shivaram"],"propositions":[],"lastnames":["Venkataraman"],"suffixes":[]},{"firstnames":["Rashmi"],"propositions":[],"lastnames":["Vinayak"],"suffixes":[]},{"firstnames":["Markus"],"propositions":[],"lastnames":["Weimer"],"suffixes":[]},{"firstnames":["Andrew","Gordon"],"propositions":[],"lastnames":["Wilson"],"suffixes":[]},{"firstnames":["Eric","P."],"propositions":[],"lastnames":["Xing"],"suffixes":[]},{"firstnames":["Matei"],"propositions":[],"lastnames":["Zaharia"],"suffixes":[]},{"firstnames":["Ce"],"propositions":[],"lastnames":["Zhang"],"suffixes":[]},{"firstnames":["Ameet"],"propositions":[],"lastnames":["Talwalkar"],"suffixes":[]}],"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":"Tue, 26 Jan 2021 00:00:00 +0100","biburl":"https://dblp.org/rec/journals/corr/abs-1904-03257.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/corr/abs-1904-03257,\n author = {Alexander Ratner and\n Dan Alistarh and\n Gustavo Alonso and\n David G. Andersen and\n Peter Bailis and\n Sarah Bird and\n Nicholas Carlini and\n Bryan Catanzaro and\n Eric Chung and\n Bill Dally and\n Jeff Dean and\n Inderjit S. Dhillon and\n Alexandros G. Dimakis and\n Pradeep Dubey and\n Charles Elkan and\n Grigori Fursin and\n Gregory R. Ganger and\n Lise Getoor and\n Phillip B. Gibbons and\n Garth A. Gibson and\n Joseph E. Gonzalez and\n Justin Gottschlich and\n Song Han and\n Kim M. Hazelwood and\n Furong Huang and\n Martin Jaggi and\n Kevin G. Jamieson and\n Michael I. Jordan and\n Gauri Joshi and\n Rania Khalaf and\n Jason Knight and\n Jakub Kone{\\v{c}}n{\\'y} and\n Tim Kraska and\n Arun Kumar and\n Anastasios Kyrillidis and\n Jing Li and\n Samuel Madden and\n H. Brendan McMahan and\n Erik Meijer and\n Ioannis Mitliagkas and\n Rajat Monga and\n Derek Gordon Murray and\n Dimitris S. Papailiopoulos and\n Gennady Pekhimenko and\n Theodoros Rekatsinas and\n Afshin Rostamizadeh and\n Christopher R{\\'{e}} and\n Christopher De Sa and\n Hanie Sedghi and\n Siddhartha Sen and\n Virginia Smith and\n Alex Smola and\n Dawn Song and\n Evan R. Sparks and\n Ion Stoica and\n Vivienne Sze and\n Madeleine Udell and\n Joaquin Vanschoren and\n Shivaram Venkataraman and\n Rashmi Vinayak and\n Markus Weimer and\n Andrew Gordon Wilson and\n Eric P. Xing and\n Matei Zaharia and\n Ce Zhang and\n Ameet Talwalkar},\n title = {SysML: The New Frontier of Machine Learning Systems},\n journal = {CoRR},\n volume = {abs/1904.03257},\n year = {2019},\n url = {http://arxiv.org/abs/1904.03257},\n eprinttype = {arXiv},\n eprint = {1904.03257},\n timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Ratner, A.","Alistarh, D.","Alonso, G.","Andersen, D. G.","Bailis, P.","Bird, S.","Carlini, N.","Catanzaro, B.","Chung, E.","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."],"key":"DBLP:journals/corr/abs-1904-03257","id":"DBLP:journals/corr/abs-1904-03257","bibbaseid":"ratner-alistarh-alonso-andersen-bailis-bird-carlini-catanzaro-etal-sysmlthenewfrontierofmachinelearningsystems-2019","role":"author","urls":{"Paper":"http://arxiv.org/abs/1904.03257"},"metadata":{"authorlinks":{"dean, j":"https://bibbase.org/dblp/jeffrey_dean","madden, s":"http://db.csail.mit.edu/"}}},"bibtype":"article","biburl":"http://dblp.org/pers/tb2/d/Dean:Jeffrey","creationDate":"2019-06-07T07:37:29.960Z","downloads":0,"keywords":[],"search_terms":["sysml","new","frontier","machine","learning","systems","ratner","alistarh","alonso","andersen","bailis","bird","carlini","catanzaro","chung","dally","dean","dhillon","dimakis","dubey","elkan","fursin","ganger","getoor","gibbons","gibson","gonzalez","gottschlich","han","hazelwood","huang","jaggi","jamieson","jordan","joshi","khalaf","knight","konečný","kraska","kumar","kyrillidis","li","madden","mcmahan","meijer","mitliagkas","monga","murray","papailiopoulos","pekhimenko","rekatsinas","rostamizadeh","ré","sa","sedghi","sen","smith","smola","song","sparks","stoica","sze","udell","vanschoren","venkataraman","vinayak","weimer","wilson","xing","zaharia","zhang","talwalkar"],"title":"SysML: The New Frontier of Machine Learning Systems","year":2019,"dataSources":["rMEZSGRpGTSfEZaHM","43NB5ff9zwTbyH7pK"]}