Benchmarking Aerospike on the Google Cloud - NoSQL Speed with Ease
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The document discusses benchmarking Aerospike on Google Cloud Platform (GCP), achieving impressive performance of up to 1,000,000 transactions per second. It highlights Aerospike's capabilities such as multi-threading, clustering, and in-memory persistence, along with details on how to set up and optimize benchmarks on GCP. Key takeaways include understanding use cases, testing, and selecting the right GCE instance configurations for optimal performance.
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
- #9: Vagrant Up Go to this link -- http://localhost:8081/#dashboard/localhost:3000/30/10.0.2.15:3000
- #11: https://github.com/lynnlangit/Aerospike-client-demo/blob/master/Queries.aql
- #15: http://googlecloudplatform.blogspot.com/2015/10/speed-with-Ease-NoSQL-on-the-Google-Cloud-Platform.html https://github.com/lynnlangit/aerospike-gce-benchmark
- #19: 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
- #20: https://github.com/lynnlangit/aerospike-gce-benchmark
- #24: 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/
- #26: Video -- https://www.youtube.com/watch?v=nyM_UpkPEJU
- #27: 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