Re: GraphX performance and settings

2016-07-22 Thread B YL
Hi, We are also running Connected Components test with GraphX. We ran experiments using Spark 1.6.1 on machine which have 16 cores with 2-way and run only a single executor per machine. We got this result: Facebook-like graph with 2^24 edges, using 4 executors with 90GB each, it took 100

Re: GraphX performance and settings

2016-07-22 Thread B YL
Hi, We are also running Connected Components test with GraphX. We ran experiments using Spark 1.6.1 on machine which have 16 cores with 2-way and run only a single executor per machine. We got this result: Facebook-like graph with 2^24 edges, using 4 executors with 90GB each, it took 100

Re: GraphX performance and settings

2016-06-22 Thread Maja Kabiljo
r@spark.apache.org>> Subject: Re: GraphX performance and settings I am not an expert but some thoughts inline On Jun 16, 2016 6:31 AM, "Maja Kabiljo" <majakabi...@fb.com<mailto:majakabi...@fb.com>> wrote: > > Hi, > > We are running some experiments with GraphX

Re: GraphX performance and settings

2016-06-15 Thread Deepak Goel
I am not an expert but some thoughts inline On Jun 16, 2016 6:31 AM, "Maja Kabiljo" wrote: > > Hi, > > We are running some experiments with GraphX in order to compare it with other systems. There are multiple settings which significantly affect performance, and we

GraphX performance and settings

2016-06-15 Thread Maja Kabiljo
Hi, We are running some experiments with GraphX in order to compare it with other systems. There are multiple settings which significantly affect performance, and we experimented a lot in order to tune them well. I'll share here what are the best we found so far and which results we got with