Cloud Aware Architecture
The document discusses cloud-aware architecture principles for PicScout's visual search engine technology. It covers key topics like avoiding vendor locking through loose coupling, building an elastic architecture using units of work and queuing, implementing persistence with NoSQL databases and sharding, and handling analytics through logging and a Hive data warehouse.
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Cloud Aware Architecture
- 1. Cloud Aware ArchitectureMarch 2011
- 2. Uri Lavi VPR&D @ PicScout Software Craftsmanship in Israel Group http://www.linkedin.com/groups?gid=2578449 http://www.irefactor.net/ @urilavi Introduction
- 3. Private company, foundedin 2003 50+ employees Offices - Israel, United States, Japan PicScout
- 4. Images are Everywherehttp://www.flickr.com/photos/wwworks/2632639420/
- 5. The Core TechnologyVisual Search Engine
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- 7. Cloud “Aware” Architecture in 15 min Vendor Locking Elastic Architecture Persistency Analytics
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- 12. Unit of Work (Aka Actor, Agent, Worker …)
- 13. Elasticity A1 A2Elastic
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- 15. IaaS vs PaaS(Wrap Everything)
- 16. NoSQL DO GETPersistent View Model Write Behind
- 17. NoSQL DO GETWrite Behind
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- 19. Analytics Hive DWHAPI Logs Logs Logs Intermediate Reports Reports
- 20. Summary Vendor Locking – Unit of Work/Wrapping/PaaS Elastic Architecture – Unit of Work/Queuing/CQRS Persistency – NoSQL/Sharding Analytics – “Logs”/Hive-DWH