SparkCAD: Caching Anomalies Detector for Spark Applications
Summary: SparkCAD visualizes Spark logical plans to detect caching anomalies in intermediate results. It serves as a developer decision support tool to steer caching choices and avoid performance degradation in complex workflows. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,059 | Agile-Ant: Self-managing Distributed Cache Management for Cost Optimization of Big Data Applications | 2024 | VLDB | 4.1905499e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 1,892 | Black or White? How to Develop an AutoTuner for Memory-based Analytics | 2020 | SIGMOD | 0.00010176219 |
| 11,343 | Juggler: Autonomous Cost Optimization and Performance Prediction of Big Data Applications | 2022 | SIGMOD | 4.1905499e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,783 | SparkR: Scaling R Programs with Spark | 2016 | SIGMOD | 4.9221272e-05 |
| 5,304 | ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data | 2018 | VLDB | 5.5738777e-05 |
| 9,734 | SparkCruise: Handsfree Computation Reuse in Spark | 2019 | VLDB | 4.2901665e-05 |
| 3,207 | Big Data Analytics with Datalog Queries on Spark | 2016 | SIGMOD | 7.3847098e-05 |
| 13,343 | Optimizing Data-Intensive Applications Automatically By Leveraging Parallel Data Processing Frameworks | 2017 | SIGMOD | - |
| 9,122 | Dynamic Speculative Optimizations for SQL Compilation in Apache Spark | 2020 | VLDB | 4.3877539e-05 |
| 5,108 | Debugging Big Data Analytics in Spark with BigDebug | 2017 | SIGMOD | 5.6872497e-05 |
| 11,199 | QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark | 2023 | SIGMOD | 4.1905499e-05 |
| 3,536 | Scaling Spark in the Real World: Performance and Usability | 2015 | VLDB | 6.9938207e-05 |
| 9,517 | [Demo] Low-latency Spark Queries on Updatable Data | 2019 | SIGMOD | 4.3294347e-05 |