Indexing big data in the cloud
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The document discusses approaches to indexing big data in the cloud, emphasizing agility and efficient project management. It provides a case study using Solr to manage a large dataset of over a million documents while addressing challenges such as scaling and error recovery. The author also shares practical techniques and methods for executing tasks in parallel to optimize performance.
Indexing big data in the cloud
- 1. Indexing Big Data in the Cloud
- 2. Me Scott Stults Co-Founder of OpenSource Connections Solr / Lucene Bash / Python / Java 2 Indexing Big Data in the Cloud
- 3. Eric 3 Indexing Big Data in the Cloud
- 4. Big Data Indexing Big Data in the Cloud 4
- 5. Big Data Wrangler 5 Indexing Big Data in the Cloud
- 6. How? Address a Real Project Be Agile Make Small Mistaeks Fast Succeed BIG 6 Indexing Big Data in the Cloud
- 7. USPTO Goals Prototype Search UX Prove Solr: Scales Integrates Excels 7 Indexing Big Data in the Cloud
- 8. Scale? 8 Indexing Big Data in the Cloud
- 9. Our Approach KISS YAGNI 9 Indexing Big Data in the Cloud (This space intentionally left blank)
- 10. Minimal Flair 10 Indexing Big Data in the Cloud
- 11. Record Everything! 11 Indexing Big Data in the Cloud
- 12. Some Numbers Doc Count 1.1 Million Zip Files 313 Docs per Zip File 4,000 Zip File Size 75M File Size 300M 12 Indexing Big Data in the Cloud
- 13. Testing Start some servers Process a batch Check the clock 13 Indexing Big Data in the Cloud
- 14. start_nodes start_nodes() { ec2-run-instances ami-1b814f72 --block-device-mapping '/dev/sdb=snap-48adde35::true' --block-device-mapping '/dev/sdi1=:10:false' --block-device-mapping '/dev/sdi2=:10:false' --block-device-mapping '/dev/sdi3=:20:false' --instance-type m1.large --key uspto-proto --instance-count $MAX_NODES --group default > ~/run-output } 14 Indexing Big Data in the Cloud
- 15. Gut Check How fast can we do this? What can we do in parallel? 15 Indexing Big Data in the Cloud
- 16. Scaling Raise our instance limit xargs -P GNU parallel 16 Indexing Big Data in the Cloud
- 17. Shortcomings SSH? Error recovery One Solr 17 Indexing Big Data in the Cloud
- 18. Alternatives CloudFormation Puppet / Chef Multiple Cores / Shards Hadoop 18 Indexing Big Data in the Cloud
- 19. Success 19 Indexing Big Data in the Cloud
- 20. Victory Lap 20 Indexing Big Data in the Cloud
- 21. Instances / Time Indexing Big Data in the Cloud 21