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Docker + GCE + etcd
+
ray tracing
@syoyo
Sunday, April 27, 14
ray tracing
Sunday, April 27, 14
Problem
• A lot of computing
resource required
• Imagine 60fps
photorealistic ray
tracing for OculusVR
• ~ 10K nodes
• Efficient deploy,
operation for the
renderer(ray tracer)
Sunday, April 27, 14
Why docker
• Hoping...
• Fine resource control
• CPU limit, memory limit, etc
• Easy versioning management of the
renderer
• Application sandboxing
Sunday, April 27, 14
My contribution (1/2)
Sunday, April 27, 14
Why etcd?
• Hoping...
• scalable management of cluster
information
• node IP addr, redis addr, etc.
• up to 10K nodes possible(?)
Sunday, April 27, 14
Why GCE
• CPU-intensive instance available
• fastVM boot, minute-level charge
• CoreOS image avaiable
• 282.0.0(Docker 0.10)
Sunday, April 27, 14
Render A Render B Render C Render D
Render E
etcd
Architecture
Sunday, April 27, 14
Container
• Busybox(8MB)
• Our renderer(single
binary. 72MB)
• node.js(11 MB)
• ~ 90 MBBusybox
Renderer(Ray tracer)
node.js
(application frontend)
Sunday, April 27, 14
Dockerfile
FROM syoyo/aobench
MAINTAINER Syoyo Fujita(syoyo@lighttransport.com)
ADD libdl.so.2 /lib64/
ADD librt.so.1 /lib64/
ADD lte /bin/lte
ADD worker.js /home/default/worker.js
ADD node /bin/node
ADD node_modules /home/default/node_modules
Sunday, April 27, 14
Render A Render B Render C
etcd
etcd: 172.17.42.1:4001
webfrontend
redis
Sunday, April 27, 14
Get redis info
from etcd
http.get(etcdHost + '/v2/keys/redis-server', function(res) {
if (res.statusCode != 200) {
console.log('failed to get redis infor from etcd.');
process.exit(-1);
}
res.on('data', function(chunk) {
var j = JSON.parse(chunk);
var redisURL = url.parse(j['node']['value']);
var redisServerAddr = redisURL['hostname']
var redisPort = redisURL['port']
var redisClient = redis.createClient(redisPort,
redisServerAddr);
Sunday, April 27, 14
Task processing
function loop() {
redisClient.brpop('render-q', timeout, function(err,
reply) {
// kick the ray tracer
exec(...);
// resubmit event loop
setTimeout(loop, 100);
});
}
Sunday, April 27, 14
• http://lighttransportengine.com/shader/
Sunday, April 27, 14
Future work
• ~10K nodes
• Leverage PCI-ex accelerator(GPU, Xeon
Phi) in Docker container.
• Confirmed InfiniBand working.
• Automation using Docker API
Sunday, April 27, 14

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Docker + GCE + etcd Architecture for Large-Scale Ray Tracing Rendering

  • 1. Docker + GCE + etcd + ray tracing @syoyo Sunday, April 27, 14
  • 3. Problem • A lot of computing resource required • Imagine 60fps photorealistic ray tracing for OculusVR • ~ 10K nodes • Efficient deploy, operation for the renderer(ray tracer) Sunday, April 27, 14
  • 4. Why docker • Hoping... • Fine resource control • CPU limit, memory limit, etc • Easy versioning management of the renderer • Application sandboxing Sunday, April 27, 14
  • 6. Why etcd? • Hoping... • scalable management of cluster information • node IP addr, redis addr, etc. • up to 10K nodes possible(?) Sunday, April 27, 14
  • 7. Why GCE • CPU-intensive instance available • fastVM boot, minute-level charge • CoreOS image avaiable • 282.0.0(Docker 0.10) Sunday, April 27, 14
  • 8. Render A Render B Render C Render D Render E etcd Architecture Sunday, April 27, 14
  • 9. Container • Busybox(8MB) • Our renderer(single binary. 72MB) • node.js(11 MB) • ~ 90 MBBusybox Renderer(Ray tracer) node.js (application frontend) Sunday, April 27, 14
  • 10. Dockerfile FROM syoyo/aobench MAINTAINER Syoyo Fujita(syoyo@lighttransport.com) ADD libdl.so.2 /lib64/ ADD librt.so.1 /lib64/ ADD lte /bin/lte ADD worker.js /home/default/worker.js ADD node /bin/node ADD node_modules /home/default/node_modules Sunday, April 27, 14
  • 11. Render A Render B Render C etcd etcd: 172.17.42.1:4001 webfrontend redis Sunday, April 27, 14
  • 12. Get redis info from etcd http.get(etcdHost + '/v2/keys/redis-server', function(res) { if (res.statusCode != 200) { console.log('failed to get redis infor from etcd.'); process.exit(-1); } res.on('data', function(chunk) { var j = JSON.parse(chunk); var redisURL = url.parse(j['node']['value']); var redisServerAddr = redisURL['hostname'] var redisPort = redisURL['port'] var redisClient = redis.createClient(redisPort, redisServerAddr); Sunday, April 27, 14
  • 13. Task processing function loop() { redisClient.brpop('render-q', timeout, function(err, reply) { // kick the ray tracer exec(...); // resubmit event loop setTimeout(loop, 100); }); } Sunday, April 27, 14
  • 15. Future work • ~10K nodes • Leverage PCI-ex accelerator(GPU, Xeon Phi) in Docker container. • Confirmed InfiniBand working. • Automation using Docker API Sunday, April 27, 14