TY - GEN
T1 - A Replication of Are Machine Learning Cloud APIs Used Correctly
AU - Wan, Chengcheng
AU - Liu, Shicheng
AU - Hoffmann, Henry
AU - Maire, Michael
AU - Lu, Shan
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/5
Y1 - 2021/5
N2 - This artifact aims to provide benchmark suite, data, and script used in our study 'Are Machine Learning Cloud APIs Used Correctly?'. We collected a suite of 360 non-trivial applications that use ML cloud APIs for manual study. We also developed checkers and tool to detect and fix API mis-uses. We hope this artifact can motivate and help future research to further tackle ML API mis-uses. All related data are available online.
AB - This artifact aims to provide benchmark suite, data, and script used in our study 'Are Machine Learning Cloud APIs Used Correctly?'. We collected a suite of 360 non-trivial applications that use ML cloud APIs for manual study. We also developed checkers and tool to detect and fix API mis-uses. We hope this artifact can motivate and help future research to further tackle ML API mis-uses. All related data are available online.
UR - https://www.scopus.com/pages/publications/85115668674
U2 - 10.1109/ICSE-Companion52605.2021.00066
DO - 10.1109/ICSE-Companion52605.2021.00066
M3 - 会议稿件
AN - SCOPUS:85115668674
T3 - Proceedings - International Conference on Software Engineering
SP - 158
EP - 159
BT - Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering
PB - IEEE Computer Society
T2 - 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, ICSE-Companion 2021
Y2 - 25 May 2021 through 28 May 2021
ER -