Helix: Holistic Optimization for Accelerating Iterative Machine Learning. Xin, D., Macke, S., Ma, L., Liu, J., Song, S., & Parameswaran, A. G. Proc. VLDB Endow., 12(4):446–460, 2018.
Paper doi bibtex @article{DBLP:journals/pvldb/XinMMLSP18,
author = {Doris Xin and
Stephen Macke and
Litian Ma and
Jialin Liu and
Shuchen Song and
Aditya G. Parameswaran},
title = {Helix: Holistic Optimization for Accelerating Iterative Machine Learning},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {4},
pages = {446--460},
year = {2018},
url = {http://www.vldb.org/pvldb/vol12/p446-xin.pdf},
doi = {10.14778/3297753.3297763},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/XinMMLSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Downloads: 0
{"_id":"5p9bubADa92xEtJuL","bibbaseid":"xin-macke-ma-liu-song-parameswaran-helixholisticoptimizationforacceleratingiterativemachinelearning-2018","authorIDs":["q9FXnXiKDNeL9Sdqb"],"author_short":["Xin, D.","Macke, S.","Ma, L.","Liu, J.","Song, S.","Parameswaran, A. G."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Doris"],"propositions":[],"lastnames":["Xin"],"suffixes":[]},{"firstnames":["Stephen"],"propositions":[],"lastnames":["Macke"],"suffixes":[]},{"firstnames":["Litian"],"propositions":[],"lastnames":["Ma"],"suffixes":[]},{"firstnames":["Jialin"],"propositions":[],"lastnames":["Liu"],"suffixes":[]},{"firstnames":["Shuchen"],"propositions":[],"lastnames":["Song"],"suffixes":[]},{"firstnames":["Aditya","G."],"propositions":[],"lastnames":["Parameswaran"],"suffixes":[]}],"title":"Helix: Holistic Optimization for Accelerating Iterative Machine Learning","journal":"Proc. VLDB Endow.","volume":"12","number":"4","pages":"446–460","year":"2018","url":"http://www.vldb.org/pvldb/vol12/p446-xin.pdf","doi":"10.14778/3297753.3297763","timestamp":"Sun, 02 Oct 2022 01:00:00 +0200","biburl":"https://dblp.org/rec/journals/pvldb/XinMMLSP18.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/pvldb/XinMMLSP18,\n author = {Doris Xin and\n Stephen Macke and\n Litian Ma and\n Jialin Liu and\n Shuchen Song and\n Aditya G. Parameswaran},\n title = {Helix: Holistic Optimization for Accelerating Iterative Machine Learning},\n journal = {Proc. {VLDB} Endow.},\n volume = {12},\n number = {4},\n pages = {446--460},\n year = {2018},\n url = {http://www.vldb.org/pvldb/vol12/p446-xin.pdf},\n doi = {10.14778/3297753.3297763},\n timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/pvldb/XinMMLSP18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Xin, D.","Macke, S.","Ma, L.","Liu, J.","Song, S.","Parameswaran, A. G."],"key":"DBLP:journals/pvldb/XinMMLSP18","id":"DBLP:journals/pvldb/XinMMLSP18","bibbaseid":"xin-macke-ma-liu-song-parameswaran-helixholisticoptimizationforacceleratingiterativemachinelearning-2018","role":"author","urls":{"Paper":"http://www.vldb.org/pvldb/vol12/p446-xin.pdf"},"metadata":{"authorlinks":{"xin, d":"https://bibbase.org/show?msg=embed&bib=https://dblp.org/pid/135/0135.bib"}},"downloads":0},"bibtype":"article","biburl":"https://dblp.org/pid/135/0135.bib","creationDate":"2020-10-21T17:26:41.248Z","downloads":0,"keywords":[],"search_terms":["helix","holistic","optimization","accelerating","iterative","machine","learning","xin","macke","ma","liu","song","parameswaran"],"title":"Helix: Holistic Optimization for Accelerating Iterative Machine Learning","year":2018,"dataSources":["fTuicW87N9HwLk8iq"]}