Timeout at scroll

I am trying to benchmark on a 3 node cluster using rally. A node is of 7G RAM and 2core. Everything works perfectly until the "running scroll" kicks in. Once the scroll job starts i get error

GET https://40.77.60.174:9200/pmc/_search?request_cache=true [status:503 request:0.044s]

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