Re: Spark Streaming Suggestion

2015-09-16 Thread srungarapu vamsi
@David, I am going through the articles you have shared. Will message you if i need any hellp. Thanks @Ayan, Yes, it looks like i can get every thing done with spark streaming. In fact we have storm already in the architecture sanitizing the data and dumping into cassandra. Now, i got some new

Re: Spark Streaming Suggestion

2015-09-15 Thread srungarapu vamsi
The batch approach i had implemented takes about 10 minutes to complete all the pre-computation tasks for the one hour worth of data. When i went through my code, i figured out that most of the time consuming tasks are the ones, which read data from cassandra and the places where i perform

Re: Spark Streaming Suggestion

2015-09-15 Thread ayan guha
I think you need to make up your mind about storm vs spark. Using both in this context does not make much sense to me. On 15 Sep 2015 22:54, "David Morales" wrote: > Hi there, > > This is exactly our goal in Stratio Sparkta, a real-time aggregation > engine fully developed

Re: Spark Streaming Suggestion

2015-09-15 Thread David Morales
Hi there, This is exactly our goal in Stratio Sparkta, a real-time aggregation engine fully developed with spark streaming (and fully open source). Take a look at: - the docs: http://docs.stratio.com/modules/sparkta/development/ - the repository: https://github.com/Stratio/sparkta -

Re: Spark Streaming Suggestion

2015-09-14 Thread Jörn Franke
Why did you not stay with the batch approach? For me the architecture looks very complex for a simple thing you want to achieve. Why don't you process the data already in storm ? Le mar. 15 sept. 2015 à 6:20, srungarapu vamsi a écrit : > I am pretty new to spark.

Spark Streaming Suggestion

2015-09-14 Thread srungarapu vamsi
I am pretty new to spark. Please suggest a better model for the following use case. I have few (about 1500) devices in field which keep emitting about 100KB of data every minute. The nature of data sent by the devices is just a list of numbers. As of now, we have Storm is in the architecture