cluster-computing

How to set amount of Spark executors?

烂漫一生 提交于 2019-12-04 07:48:59
问题 How could I configure from Java (or Scala) code amount of executors having SparkConfig and SparkContext ? I see constantly 2 executors. Looks like spark.default.parallelism does not work and is about something different. I just need to set amount of executors to be equal to cluster size but there are always only 2 of them. I know my cluster size. I run on YARN if this matters. 回答1: You could also do it programmatically by setting the parameters "spark.executor.instances" and "spark.executor

Allow foreach workers to register and distribute sub-tasks to other workers

雨燕双飞 提交于 2019-12-04 07:48:20
I have an R code that involves several foreach workers to perform some tasks in parallel. I am using foreach and doMC for this purpose. I want to let each of the foreach workers recruits some new workers and distribute some parts of their code, which is parallelizable, to them. The current code looks like: require(doMC) require(foreach) registerDoMC(cores = 8) foreach (i = (1:8)) %dopar% { <<some code here>> for (j in c(1:4)) { <<some other code here>> } } I am looking for an ideal code that would look like: require(doMC) require(foreach) registerDoMC(cores = 8) foreach (i = (1:8)) %dopar% { <

Using socket.io with Cluster?

孤者浪人 提交于 2019-12-04 07:43:44
I'm curious that I can use both socket.io and Cluster. I know that cluster uses multi-core to work on node.js with multiple workers. That means if I use cluster for socket.io, two users with connected on two different socket.io might cause problem that they cannot communicate each other? So rather not using cluster on socket.io would be an answer? alessioalex Checkout dshaw's talk and sample app regarding scaling Socket.IO: https://github.com/dshaw/talks/tree/master/2011-10-jsclub/sample-app Also this stackoverflow question might help: How to reuse redis connection in socket.io? Basically use

Difference between Clustering and Load balancing? [closed]

回眸只為那壹抹淺笑 提交于 2019-12-04 07:28:42
问题 Closed. This question is off-topic. It is not currently accepting answers. Want to improve this question? Update the question so it's on-topic for Stack Overflow. Closed 6 years ago . What is the difference between Clustering and Load balancing ? I know it is a simple question.But I asked this question to several people, But no one gave reliable answer. Also I googled a lot and can't get an exact answer . Hope our Stack users will give the best answer for me. 回答1: From Software journal blog

Using cluster in a Node module

情到浓时终转凉″ 提交于 2019-12-04 07:23:41
UPDATE: Even if this particular scenario is not realistic, as per comments, I'm still interested in how one could write a module that makes use of clustering without rerunning the parent process each time. I'm trying to write a Node.js module called mass-request that speeds up large numbers of HTTP requests by distributing them to child processes. My hope is that, on the outside, it work like this. var mr = require("mass-request"), scraper = mr(); for (var i = 0; i < my_urls_to_visit.length; i += 1) { scraper.add(my_urls_to_visit[i], function(resp) { // do something with response } } To get

Wait for all jobs of a user to finish before submitting subsequent jobs to a PBS cluster

夙愿已清 提交于 2019-12-04 07:23:10
I am trying to adjust some bash scripts to make them run on a ( pbs ) cluster. The individual tasks are performed by several script thats are started by a main script. So far this main scripts starts multiple scripts in background (by appending & ) making them run in parallel on one multi core machine. I want to substitute these calls by qsub s to distribute load accross the cluster nodes. However, some jobs depend on others to be finished before they can start. So far, this was achieved by wait statements in the main script. But what is the best way to do this using the grid engine? I already

Installing Rmpi on LAM/MPI cluster

元气小坏坏 提交于 2019-12-04 06:13:15
I'm trying to install Rmpi package on a LAM MPI cluster machine. Previously I had been compiling and testing some stuff ( mpi4py and small C++ programs) so I'm sure the MPI itself works. However installing Rmpi package fails when linking libraries. My main suspect is a call to gcc instead of mpicc in makefile (I'm trying to find the line in configuration to change this but so far could not locate it). Does somebody have experience with installing Rmpi on LAM, and how did you manage that? Architecture LAM MPI (or maybe PBS MPI if such exist, how do I check?). One thing for sure, I have mpicpp

How to hold up a script until a slurm job (start with srun) is completely finished?

≡放荡痞女 提交于 2019-12-04 05:27:49
问题 I am running a job array with SLURM, with the following job array script (that I run with sbatch job_array_script.sh [args] : #!/bin/bash #SBATCH ... other options ... #SBATCH --array=0-1000%200 srun ./job_slurm_script.py $1 $2 $3 $4 echo 'open' > status_file.txt To explain, I want job_slurm_script.py to be run as an array job 1000 times with 200 tasks maximum in parallel. And when all of those are done, I want to write 'open' to status_file.txt . This is because in reality I have more than

JBoss 4.2.2 nodes start to cluster then suspect each other

只愿长相守 提交于 2019-12-04 03:34:48
I have a website running with JBoss 4.2.2 on an existing Red Hat server. I'm setting up a second server so as to have a clustered pair (which will then be load-balanced). However, I can't get them to cluster successfully. The existing server starts up JBoss with: run.sh -c default -b 0.0.0.0 (I know the 'default' configuration doesn't support clustering out of the box - I'm using a modified version of it which includes clustering support.) When I start the second JBoss instance with the same command, it forms its own cluster without noticing the first. Both use the same partition name and

Multi-node Hadoop cluster with Docker

有些话、适合烂在心里 提交于 2019-12-04 03:21:57
I am in planning phase of a multi-node Hadoop cluster in a Docker based environment. So it should be based on a lightweight easy to use virtualized system. Current architecture (regarding to documentation) contains 1 master and 3 slave nodes. This host machine uses HDFS filesystem and KVM for virtualization. The whole cloud is managed by Cloudera Manager . There are several Hadoop modules installed on this cluster. There is also a NodeJS data upload service. This time I should make architecture Docker based. I have read several tutorials and have some opinions, but also open questions. A. What