Autoscaling Spark jobs on Google Dataproc Serverless uses about the same or more executor-seconds than static allocations, so it offers no significant resource-efficiency gain.
Quasar: Resource-efficient and QoS- aware Cluster Management,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.DC 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Experimentally Evaluating the Resource Efficiency of Big Data Autoscaling
Autoscaling Spark jobs on Google Dataproc Serverless uses about the same or more executor-seconds than static allocations, so it offers no significant resource-efficiency gain.