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BIG DATA?What is
INES SOMBRA Data @
Engine Yard
ENGINE YARD
VS VS
THE DATA UNIVERSERelational NoSQL “The rest”
YOUR DATA JOURNEY
VERTICALLY SCALE
READ REPLICAS
OH NO, SHARDING
OH NO, SHARDING
POLYGLOT PERSISTENCE
POLYGLOT PERSISTENCE
POLYGLOT PERSISTENCE
POLYGLOT PERSISTENCE
Big Data/NoSQL brings data closer to the format it’s
generated
SOA, THE HOLIEST OF GRAILSMy awesome e-commerce site
Shopping cart & session data
Completed orders
Inventory and item pricing
Recommendations engine
Session Storage serviceK/V Store
Order Persistence
serviceDocument
Store
Inventory & Price service
RDBMS
Nodes and relations service
Graph Store
NoSQL Distilled: Fowler & Sadalage
MOTIVATING FACTORSAvailability needs
Data & querying models
Consistency needs
Scalability needs
A few Big Data
PLAYERS
Master
Replica
DATATYPE SERVERFAST
EASY SETUPBEST IF DATA FITS
MEMORY
DOCUMENT ORIENTEDFAST(ISH)
BEST IF WORKING SET FITS MEMORY
Primary
Secondary Secondary
node1.4.1
node1.4.1
node1.4.1
node1.4.1
node1.4.1
node1.4.2
KEY/VALUEEXTREMELY FAULT
TOLERANTGREAT OPS STORY
FULL ECOSYSTEM: M/R, HDFS, TASK
TRACKER, ETCEXTREMELY LARGE
DATA VOLUMES THINK BATCH
wipro.com
QUESTIONS?
wipro.com