Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows
Abstract
References
Index Terms
- Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows
Recommendations
Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control
PACMMODMany big data systems are written in languages such as C, C++, Java, and Scala to process large amounts of data efficiently, while data analysts often use Python to conduct data wrangling, statistical analysis, and machine learning. User-defined ...
Debugging Big Data Analytics in Spark with BigDebug
SIGMOD '17: Proceedings of the 2017 ACM International Conference on Management of DataTo process massive quantities of data, developers leverage Data-Intensive Scalable Computing (DISC) systems such as Apache Spark. In terms of debugging, DISC systems support only post-mortem log analysis and do not provide any debugging functionality. ...
Debugging Debugging
COMPSACW '11: Proceedings of the 2011 IEEE 35th Annual Computer Software and Applications Conference WorkshopsWhen a program fails to accomplish its intended task, debugging is conducted to identify and remove any bugs. The debugging operation itself is not immune to flaws. Empirical evidence suggests many bugs are found after shipping, which calls into ...
Comments
Information & Contributors
Information
Published In
![cover image ACM Conferences](/cms/asset/fbffc0cf-7273-4afe-8acd-a2190f7a8e38/3626246.cover.jpg)
- General Chairs:
- Pablo Barcelo,
- Nayat Sanchez-Pi,
- Program Chairs:
- Alexandra Meliou,
- S. Sudarshan
Sponsors
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Author Tags
Qualifiers
- Short-paper
Funding Sources
Conference
Acceptance Rates
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 240Total Downloads
- Downloads (Last 12 months)240
- Downloads (Last 6 weeks)60
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in