Testing Apache Spark—Avoiding the Fail Boat Beyond RDDs - Holden Karau
Testing & validating Apache Spark jobs by Holden Karau
Holden - Apache Spark & Spark-Testing-Base code reviews
Testing and Validating Spark Programs - Holden Karau IBM Strata SJ 2016
Effective Spark Testing by Holden Karau at Scala Toronto
British Bouncing Bomb 💣 Test!
Holden Karau | Debugging PySpark - Pretending to make sense of JVM stack traces
Validating Big Data Jobs—Stopping Failures Before Production on Apache Spark - Holden Karau (Google)
"Validating Big Data Pipelines & ML (w Spark & Beam)" by Holden Karau
Beyond Collect and Parallelize for Tests
Holden Karau - Improving PySpark Performance: Spark performance beyond the JVM
Testing and Validating distributed systems with Apache Spark and Apache Beam
Migrating to Apache Spark at NetflixRyan Blue Netflix
Discussion on Spark Testing & What We Should be doing to better support it
Validating Spark ML Jobs Stopping Failures Before Production on Apache SparkHolden Karau Google
Validating Big Data Jobs - Stopping Failures before Production - Holden Karau
Holden Karau at Beyond the Code
Behavior Driven Development BDD Testing with Apache Spark - Aaron Colcord & Zachary Nanfelt
Merging a first Apache Spark PR with Cody Koeninger & Holden Karau
The Rule of 10,000 Spark Jobs Learning From Exceptions and Serializing Your KnowledgeMatthew Tovbi