I have two nodes with 96G ram 16 cores, my setup is as follows:

    conf = (SparkConf()
            .setMaster("yarn-cluster")
            .set("spark.executor.memory", "30G")
            .set("spark.cores.max", 32)
            .set("spark.executor.instances", 2)
            .set("spark.executor.cores", 8)
            .set("spark.akka.timeout", 10000)
            .set("spark.akka.askTimeout", 100)
            .set("spark.akka.frameSize", 500)
            .set("spark.cleaner.ttl", 86400)
            .set("spark.tast.maxFailures", 16)
            .set("spark.worker.timeout", 150)

thanks a lot,




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