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Gobblin on AWS
&
Gobblin as a Service
Running Gobblin on AWS and
preview of upcoming Gobblin as
a Service
Abhishek Tiwari
Gobblin Execution Model
Functional Mapping
Driver / Master: 1, 2, 3, 5*,
6, 7, 8
Workers: 4, 5*
Gobblin on AWS Architecture
Workers Auto Scaling Group
Worker
Master ASG
Master
Network File System / EFS
W W W
Zookeeper
Helix
Task assignmentJob Submission
Master / Driver
Services:
Helix Controller
Job Conf Manager
Job Scheduler
Worker
Services:
Task Executor
Worker Worker
Launcher
Services:
AWS Security Manager
AWS Coordinator
Provisions all resourcse
By coordinating with AWS
Request ASGs
for Master and
Workers
Launch ASG and Instances
ASG = Auto Scaling Group
Demo
Next Steps
1 Multi master provisioning and HA
2 Replace NFS with EFS
3 Support for Spot Instances
4 Continuous Execution
5 Advanced hooks for ASG and exploit Helix
56 AMI coming up
Gobblin as a Service Preview Architecture
Workers Auto Scaling Group
Worker
Master ASG
Master
Network File System / EFS
W W W
Zookeeper
Helix
Task assignmentJob Submission
Master / Driver
Services:
Helix Controller
Job Conf Manager
Job Scheduler
Worker
Services:
Task Executor
Worker Worker
Request ASGs
for Master and
Workers
Launch ASG and Instances
Service / Launcher
Services:
AWS Security Manager
AWS Coordinator
UI Server
Monitoring Service
Job
Factory
Upload Job
Configs To S3
Launch
Zookeeper
ASG = Auto Scaling Group
Demo
Next Steps
1 Open up more Sources and Sinks
2 Add Graphs (Graphite / Graphana) and comprehensive metrics
3 More cluster types (Azure, Google cloud)
4 Continuous Execution
5 Open to public. Register for preview at: gobblin.io
8
Thank You
Register for Gobblin as a service preview at: gobblin.io
9

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Gobblin on-aws

  • 1. Gobblin on AWS & Gobblin as a Service Running Gobblin on AWS and preview of upcoming Gobblin as a Service Abhishek Tiwari
  • 2. Gobblin Execution Model Functional Mapping Driver / Master: 1, 2, 3, 5*, 6, 7, 8 Workers: 4, 5*
  • 3. Gobblin on AWS Architecture Workers Auto Scaling Group Worker Master ASG Master Network File System / EFS W W W Zookeeper Helix Task assignmentJob Submission Master / Driver Services: Helix Controller Job Conf Manager Job Scheduler Worker Services: Task Executor Worker Worker Launcher Services: AWS Security Manager AWS Coordinator Provisions all resourcse By coordinating with AWS Request ASGs for Master and Workers Launch ASG and Instances ASG = Auto Scaling Group
  • 5. Next Steps 1 Multi master provisioning and HA 2 Replace NFS with EFS 3 Support for Spot Instances 4 Continuous Execution 5 Advanced hooks for ASG and exploit Helix 56 AMI coming up
  • 6. Gobblin as a Service Preview Architecture Workers Auto Scaling Group Worker Master ASG Master Network File System / EFS W W W Zookeeper Helix Task assignmentJob Submission Master / Driver Services: Helix Controller Job Conf Manager Job Scheduler Worker Services: Task Executor Worker Worker Request ASGs for Master and Workers Launch ASG and Instances Service / Launcher Services: AWS Security Manager AWS Coordinator UI Server Monitoring Service Job Factory Upload Job Configs To S3 Launch Zookeeper ASG = Auto Scaling Group
  • 8. Next Steps 1 Open up more Sources and Sinks 2 Add Graphs (Graphite / Graphana) and comprehensive metrics 3 More cluster types (Azure, Google cloud) 4 Continuous Execution 5 Open to public. Register for preview at: gobblin.io 8
  • 9. Thank You Register for Gobblin as a service preview at: gobblin.io 9