Benchmarking Aerospike on the Google Cloud - NoSQL Speed with Ease
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Deck from blog post detailing our work with Aerospike to verify their performance benchmark on the Google Cloud, using GCE (Google Compute Engine) instances of 4 million TPS. Blog post is here -- http://googlecloudplatform.blogspot.com/2015/10/speed-with-Ease-NoSQL-on-the-Google-Cloud-Platform.html
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Benchmarking Aerospike on the Google Cloud - NoSQL Speed with Ease
- 1. NoSQL Speed with Ease BENCHMARKING AEROSPIKE ON GCP @lynnlangit | @dchaley
- 2. 1,000,000 TRANSACTIONS PER SECOND “The Market Economy” by Baer Tierkel – CC-BY 2.0 Published Benchmark
- 3. In this talk… ▪Hello Aerospike ▪Cloud Performance Benchmarking on GCP ▪Aerospike Developer Experience by example
- 4. Hello Aerospike NoSQL that scales up powerfully & efficiently Aerospike -> “a rocket nozzle that uses a compression wave to focus energy”
- 5. Why use Aerospike? Multi-threaded Tuned for Auto Rebalancing •NoSQL •Key-Value •In-memory •Persistence (SSD) •Clustering •Sharding
- 6. Aerospike Developer Experience - START Download Free Edition
- 7. Viewing the Aerospike AMC Console Live Cluster Upgrade
- 11. Easy Launch on Google Cloud Platform with GCE ▪Create ▪ GCP Account ▪ GCP Project ▪Use ▪ Click-to-Deploy Aerospike
- 12. Aerospike on the Google Cloud DEMO
- 13. TL;DR PAST RESULTS EXCEEDED BY 4X “USAG Stuttgart July 4th Celebration” by DVIDSHUB CC-BY 2.0
- 14. Cloud Benchmark Guides Step-by-Step Info
- 15. Cloud Performance Benchmarking Standard Architecture Disk IO Memory Network Cloud ▪ Fast and Easy! ▪ Default Configuration ▪ 20 GCE instances ▪ n1-standard-8 ▪ 8 CPUs ▪ 32 GB RAM ▪ 14,600 hrs./mo. ▪ Around $ 4k / mo.
- 16. Cloud Performance Benchmarking Benchmark Details •20 Nodes •Debian Linux Config •10 M KeysData •150 bytes •20 byte key •3 fields Record Size •Aerospike Benchmarking Tool Client
- 18. GCE Improvements -> Benchmark Improvement Faster Networking Enabled Host OS Huge Pages Smarter Host Kernel Scheduler Updated IO Throttler for persistent disks
- 19. Aerospike Benchmark on GCE DEMO
- 20. Aerospike Developer Experience - CLIENTS Supported Languages
- 21. Aerospike Developer Experience - DATA •Integer •String •List •BLOB •Map •LDT Data Types
- 22. Aerospike Developer Experience - METHODS Programming Model •Key-Value •Put, Get, Scan… •Queries •Select… •Aggregations •Map, Filter… •User-defined Functions
- 23. Aerospike Java Client Library DEMO
- 24. Aerospike Go Client Example
- 25. Homework! Aerospike Internals “High Load” and the AerospikeDB ▪ Watch this presentation to learn more >>>
- 26. Takeaways • KNOW YOUR USE CASES • TEST & BENCHMARK • USE BEST GCE INSTANCE TYPE • USE BEST QUANTITY OF GCE INSTANCES TYPES "Twin Linear Aerospike XRS-2200 Engine PLW edit" by NASA-MSFC, Papa Lima Whiskey (restoration credit) - CC BY-SA 3.0
- 27. Hour of Code DEC 7-11, 2015
Editor's Notes
- Vagrant Up Go to this link -- http://localhost:8081/#dashboard/localhost:3000/30/10.0.2.15:3000
- https://github.com/lynnlangit/Aerospike-client-demo/blob/master/Queries.aql
- http://googlecloudplatform.blogspot.com/2015/10/speed-with-Ease-NoSQL-on-the-Google-Cloud-Platform.html https://github.com/lynnlangit/aerospike-gce-benchmark
- http://googlecloudplatform.blogspot.com/2015/11/bringing-you-more-flexibility-and-better-Cloud-Networking-performance-GA-of-HTTPS-Load-Balancing-and-Akamai-joins-CDN-Interconnect.html
- https://github.com/lynnlangit/aerospike-gce-benchmark
- Java client demo -- https://github.com/lynnlangit/Aerospike-client-demo – local workspace path is this: Documents\1_NoSQL and SQL Src\Aerospike Java client Aerospike best practices -- http://www.aerospike.com/docs/client/java/usage/best_practices.html C# client demo -- https://github.com/jamesrcounts/areospike-client-demo-net More examples - http://www.aerospike.com/examples/
- Video -- https://www.youtube.com/watch?v=nyM_UpkPEJU
- https://www.youtube.com/watch?v=FcW9kUUTfxY From Wikipedia “The aerospike engine is a type of rocket engine that maintains its aerodynamic efficiency across a wide range of altitudes. It belongs to the class of altitude compensating nozzle engines. A vehicle with an aerospike engine uses 25–30% less fuel at low altitudes, where most missions have the greatest need for thrust. Aerospike engines have been studied for a number of years and are the baseline engines for many single-stage-to-orbit (SSTO) designs and were also a strong contender for the Space Shuttle Main Engine.” https://en.wikipedia.org/wiki/Aerospike_engine