The newest version of Spark came out today. https://spark.apache.org/releases/spark-release-1-3-0.html
Apparently they made improvements to the Kafka connector for Spark Streaming (see Approach 2): http://spark.apache.org/docs/1.3.0/streaming-kafka-integration.html Best, Niek