Inspector Gadget: A Framework for Custom Monitoring and Debugging of Distributed Dataflows
Summary: Framework for custom monitoring and debugging of distributed dataflows; lightweight, pluggable add-ons for Pig. User-driven: 12 of 14 monitoring behaviors implemented; add-ons in hundreds of Java lines each, showing practical, extensible introspection. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,291 | Lightweight Inspection of Data Preprocessing in Native Machine Learning Pipelines | 2021 | CIDR | 5.1269764e-05 |
| 8,038 | Amber: A Debuggable Dataflow System Based on the Actor Model | 2020 | VLDB | 4.600124e-05 |
| 9,613 | Graft: A Debugging Tool For Apache Giraph | 2015 | SIGMOD | 4.3177432e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 780 | Building a High-Level Dataflow System on top of Map-Reduce: The Pig Experience | 2009 | VLDB | 0.00016775082 |
| 949 | Tioga: Providing Data Management Support for Scientific Visualization Applications | 1993 | VLDB | 0.00015111638 |
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