bleeding edge databases

Bleeding Edge Databases

@LynnLang i t

Unstructured Data

Live Tweets on a Building

What is Aerospike?

Real-time NoSQL• Flash Optimized• In-memory• Exponentially

Scalable

Super Fast• 1M TPS on one

server (reads)• 40K TPS on one

server (writes)

More• ACID

compliance• Tunable

Consistency

Benchmark Results• 200,000 tps (read-write) & 300,000 tps (read-heavy)• 10X Faster for R/W loads on SSDs

DEMO

More Benchmark Results

Config• 10G network• Aerospike 3• Same hardware• 4-node CentOS

Data• 500GB• 50M recordsEach Record • 100 bytes• 23 byte key• 10 fields

Aerospike Architecture

Example Architecture

How to try it out

• Bare metal or pick a Cloud, set up a VM• Get the free community edition• Go…

Linked Open Data Cloud

What is Algebraix Data?

IoT – Semantic Web

Super Powerful 1 Billion

Triples on 1 Node

Native Mathematical

Engine

Triple store RDF (Graph)

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

Benchmark Results

• SP2Bench SPARQL Performance Benchmark

SP^2 Benchmark Visualized

DEMO

It’s the Math…

Patents

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™

Algebraix Solution Stack

Data Algebra

DatabaseNoSQL Relational

RDF Semantic

ApplicationsMeaning

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

How to try it out

• Sign up on their website• Try out when notified (this July)

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

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

Benchmark Results

• TCP-H Benchmark

DEMO

Partners and BigQuery

Google Sheets Tableau QlikView

Bime Excel

How to try it out

• Set up a Google Cloud account• Upload or stream data• Query

Google Cloud Starter Pack

Use code“gde-in”

Next steps

Try them out

@LynnLang i t