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from 8e1e53bacb [SYSTEMDS-3694] Python NN Sequence and layer interface add 65551e61e0 [SYSTEMDS-1780] Resource optimizer - cost estimation framework No new revisions were added by this update. Summary of changes: pom.xml | 22 +- scripts/aws/run_systemds_script.sh | 4 + scripts/aws/spinup_systemds_cluster.sh | 33 + scripts/aws/systemds_cluster.config | 10 + .../resource/cost/CostEstimationException.java | 15 + .../sysds/resource/cost/CostEstimationWrapper.java | 14 +- .../apache/sysds/resource/cost/CostEstimator.java | 993 +++++++++++++++++++++ .../apache/sysds/resource/cost/IOCostUtils.java | 192 ++++ .../org/apache/sysds/resource/cost/RDDStats.java | 57 ++ .../org/apache/sysds/resource/cost/VarStats.java | 89 ++ .../context/SparkExecutionContext.java | 24 +- .../instructions/cp/DataGenCPInstruction.java | 1 + .../instructions/cp/VariableCPInstruction.java | 4 + .../instructions/spark/RandSPInstruction.java | 2 +- .../instructions/spark/WriteSPInstruction.java | 4 + 15 files changed, 1456 insertions(+), 8 deletions(-) create mode 100644 src/main/java/org/apache/sysds/resource/cost/CostEstimationException.java copy scripts/monitoring/src/app/modules/coordinators/create-edit/create-edit.component.scss => src/main/java/org/apache/sysds/resource/cost/CostEstimationWrapper.java (89%) create mode 100644 src/main/java/org/apache/sysds/resource/cost/CostEstimator.java create mode 100644 src/main/java/org/apache/sysds/resource/cost/IOCostUtils.java create mode 100644 src/main/java/org/apache/sysds/resource/cost/RDDStats.java create mode 100644 src/main/java/org/apache/sysds/resource/cost/VarStats.java