Debugging Big Data Analytics in Spark with BigDebug
Summary: BigDebug adds interactive debugging to Apache Spark, addressing the postmortem log-only debugging gap in DISC systems. Demo of a tool with interactive, live debugging features for Big Data apps. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Muhammad Ali Gulzar
- 2. Matteo Interlandi
- 3. Tyson Condie
- 4. Miryung Kim
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,040 | Amber: A Debuggable Dataflow System Based on the Actor Model | 2020 | VLDB | 4.5957133e-05 |
| 11,623 | Demonstration of Interactive Runtime Debugging of Distributed Dataflows in Texera | 2020 | VLDB | 4.1905499e-05 |
| 11,652 | Ariadne: Online Provenance for Big Graph Analytics | 2019 | SIGMOD | 4.1905499e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,030 | Titian: Data Provenance Support in Spark | 2016 | VLDB | 9.734332e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,408 | SparkCAD: Caching Anomalies Detector for Spark Applications | 2022 | VLDB | 4.1905499e-05 |
| 4,425 | Data Debugging and Exploration with Vizier | 2019 | SIGMOD | 6.1913912e-05 |
| 11,199 | QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark | 2023 | SIGMOD | 4.1905499e-05 |
| 1,481 | Automating Large-Scale Data Quality Verification | 2018 | VLDB | 0.00011715754 |
| 7,019 | Bridging the Gap Between HPC and Big Data Frameworks | 2017 | VLDB | 4.8553946e-05 |
| 3,536 | Scaling Spark in the Real World: Performance and Usability | 2015 | VLDB | 6.9938207e-05 |
| 11,623 | Demonstration of Interactive Runtime Debugging of Distributed Dataflows in Texera | 2020 | VLDB | 4.1905499e-05 |
| 7,796 | Large-scale Complex Analytics on Semi-structured Datasets using AsterixDB and Spark | 2016 | VLDB | 4.6438468e-05 |
| 9,703 | Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb | 2021 | VLDB | 4.2964668e-05 |
| 3,207 | Big Data Analytics with Datalog Queries on Spark | 2016 | SIGMOD | 7.3847098e-05 |