Bleeding Edge Databases
•Transferir como PPTX, PDF•
1 gostou•1,499 visualizações
On Aerospike, AlgebraixData and Google BigQuery for BigDataCampLA
Recomendados
Mais conteúdo relacionado
Mais procurados
Mais procurados (20)
Semelhante a Bleeding Edge Databases
Semelhante a Bleeding Edge Databases (20)
Mais de Lynn Langit
Mais de Lynn Langit (20)
Último
Último (20)
Bleeding Edge Databases
- 4. Live Tweets on a Building
- 7. Benchmark Results • 200,000 tps (read-write) & 300,000 tps (read-heavy) • 10X Faster for R/W loads on SSDs
- 8. DEMO
- 9. More Benchmark Results Config • 10G network • Aerospike 3 • Same hardware • 4-node CentOS Data • 500GB • 50M records Each Record • 100 bytes • 23 byte key • 10 fields
- 14. How to try it out • Bare metal or pick a Cloud, set up a VM • Get the free community edition • Go…
- 15. Linked Open Data Cloud
- 17. What is Algebraix Data? IoT – Semantic Web Super Powerful 1 Billion Triples on 1 Node Native Mathematical Engine Triple store RDF (Graph)
- 18. SPARQL Server™ W3C & OGC compliant RDF / SPARQL Semantic Database Natively built with proprietary Math • Algebraix technology (and patents) Runs on commodity hardware • In the cloud (or on premise) • Scales Up and Down Significantly better benchmark performance • over leading RDF databases
- 19. Benchmark Results • SP2Bench SPARQL Performance Benchmark
- 21. DEMO
- 22. It’s the Math…
- 23. Patents
- 24. Runs on common hardware • Any Cloud or • On Rremises High Performance & Capacity • Needs no indexes • Works particularly well w/sparse data Self-tuning • Retains results & intermediate sets • Supports point- in-time queries SPARQL Server™
- 25. Algebraix Solution Stack Data Algebra DatabaseNoSQL Relational RDF Semantic Applications Meaning Organization Optimization & Execution Conceptual Data Loaders Query Translators • Modern abstract algebra • Zermelo-Fraenkel set theory • Mathematics-based data management platform • Universal data language • Collection of I.P. • SPARQL Server – RDF • A2DB - Relational • Search • Analytics • Business Intelligence • Data Integration Algebraix Platform
- 26. How to try it out • Sign up on their website • Try out when notified (this July)
- 29. What is Google Big Query? QaaS – interactive RESTful web service SQL-like language Queries data stored in Google cloud Wide Column Tables Uses OAuth for access control Very Fast 750M Rows in <10 secs
- 30. Easy & Fast •Text or Json •Up to 100k inserts/sec (streaming) Load it •Supports core SQL query concepts •SELECT, FROM, JOIN, WHERE, ORDER BY, GROUP BY •Windowing functions (OVER / PARTITION) •Common Aggregates (SUM, COUNT, MAX) •Includes ‘analytic’ SQL •STDDEV, VARIANCE, CORRELATION •REGEXP_MATCH Query it •Query is $ 5 per TB processed •Storage is around $30 TB per month Pay (for) it
- 31. Benchmark Results • TCP-H Benchmark
- 32. DEMO
- 34. Partners and BigQuery Google Sheets Tableau QlikView Bime Excel
- 35. How to try it out • Set up a Google Cloud account • Upload or stream data • Query
- 36. Google Cloud Starter Pack Use code “gde-in”
- 37. Next steps Try them out @LynnLangit
Notas do Editor
- http://db-engines.com/en/ranking_trend
- http://documentary.net/the-art-of-data-visualization/
- http://www.aerospike.com/blog/aerospike-doubles-in-memory-nosql-database-performance/ 8 CPU & 32 GB RAM
- Results by Thumbtack Technology
- YCSB Benchmark
- http://www.aerospike.com/free-aerospike-3-community-edition/
- http://lod-cloud.net/versions/2011-09-19/lod-cloud.html
- http://dbis.informatik.uni-freiburg.de/index.php?project=SP2B http://www.algebraixdata.com/algebraix-data-achieves-unrivaled-semantic-benchmark-performance/
- http://demo.algebraixdata.com/#!/ss/math
- Mathematics-based data management platform Kernel for any data model High performance High scalability Self-tuning Automatic data re-organization Small footprint
- http://www.algebraixdata.com/
- http://gdeltproject.org/
- http://martinfowler.com/articles/bigQueryPOC.html
- https://developers.google.com/bigquery/pricing#data http://g-calculator.appspot.com/bigtable.html
- http://www.megapivot.com/blog/posts/redshift-vs-bigquery-vs-hadoop.html http://courses.cs.washington.edu/courses/cse544/13sp/final-projects/p18-lijl.pdf
- http://bigqueri.es/categories
- https://developers.google.com/bigquery/third-party-tools http://bigquery.bimeanalytics.com/
- http://bigqueri.es/ https://developers.google.com/bigquery/streaming-data-into-bigquery
- https://cloud.google.com/developers/starterpack/
- www.teachingkidsprogramming.org