am having trouble with streaming performance. My main problem is how to do a 
sliding window calculation where the ratio between the window size and the step 
size is relatively large (hundreds) without recalculating everything all the 
time.

I created a simple example of what I am aiming at with what I have so far which 
is detailed in 
http://stackoverflow.com/questions/41266956/apache-spark-streaming-performance

I was hoping someone can point me to what I am doing wrong.

Thanks,

            Assaf.

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