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Non-Relational Revolution - Joseph Idziorek
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Speaker: Joseph Idziorek - Sr. Product Manager
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Non-Relational Revolution - Joseph Idziorek
1.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved The Non-Relational Revolution Joseph Idziorek idziorek@amazon.com Sr Product Manager
2.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved purpose noun | pur·pose | ˈpər-pəs The reason for which something is done or created or for which something exists
3.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Things with purpose
4.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Non-Relational Powers New Architectures
5.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Traditional application characteristics HR Payroll CRM ERP … Users 100s-1000s Data volume GB-TB Locality HQ Performance Seconds Request Rate Tens of thousands Access Internal servers, PCs Scale Up Economics Pay up front Developer Access days/weeks/months
6.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Cloud application characteristics Key-valueRelational Document Graph ; Users 1M+ Data volume TB-PB-EB Locality Global Performance Milliseconds-Microseconds Request Rate Millions Access Mobile, IoT, Devices Scale Up-Out-In Economics Pay as you go Developer access Instant API access
7.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Database characteristics • Referential integrity with strong consistency, transactions, and hardened scale GraphKey-value Document ; Relational Low-latency, key-based queries with high throughput and fast ingestion of data Indexing and storing documents with support for query on any property Creating and navigating relations between data easily and quickly Complex query support via SQL Simple query methods with filters Simple query with filters, projections, and aggregates Easily express queries in terms of relations
8.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Polyglot persistence • Different data technologies for different data needs – Within an application – Across an organization – Spanning multiple organizations • Loose coupling sets you free – Services communicate through queues – Non-relational databases make excellent queues
9.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved The New De-Normal
10.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Different approaches for highly connected data Purpose-built for a business process Purpose-built to answer questions about relationships
11.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Amazon DynamoDB F a s t a n d f l e x i b l e N o S Q L d a t a b a s e s e r v i c e f o r a n y s c a l e Fast, consistent performance Highly scalable Fully managed Business critical reliability Consistent single-digit millisecond latency; DAX in-memory performance reduces response times to microseconds Auto-scaling to hundreds of terabytes of data that serve millions of requests per second Automatic provisioning, infrastructure management, scaling, and configuration with zero downtime Data is replicated across fault tolerant availability zones, with fine-grained access control
12.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved VPC Endpoints April 2017 Auto Scaling June 2017 DynamoDB Accelerator (DAX) April 2017 Time to Live (TTL) February 2017 Global Tables (GA) N E W ! On-demand Backup (GA) N E W ! Amazon DynamoDB D e l i v e r i n g o n c u s t o m e r n e e d s Encryption at rest (Coming Soon) N E W !
13.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved DynamoDB Global Tables F i r s t f u l l y m a n a g e d , m u l t i - m a s t e r , m u l t i - r e g i o n d a t a b a s e Build high performance, globally distributed applications Low latency reads and writes to locally available tables Disaster proof with multi-region redundancy Easy to set up and no application re-writes required Globally dispersed users Replica (N. America) Replica (Europe) Replica (Asia) Global App Global Table
14.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Amazon Elasticsearch Service L o g a n a l y t i c s , c l i c k s t r e a m a n a l y t i c s , f u l l - t e x t s e a r c h Easy to Use Fully managed. Single click topologies. Open & Integrated Elasticsearch APIs & Kibana. AWS Integrated. Secure VPC. IAM. Scalable & Available 100 Nodes. 150 TB. Multi-AZ.
15.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Amazon ElastiCache Extreme Performance Secure & hardened Easily scalable Highly available & reliable In-memory data store and cache using optimized stack to deliver sub-millisecond response times VPC for cluster isolation, encryption at rest/transit, and HIPAA compliance Read scaling with replicas. Write and memory scaling with sharding. Non disruptive scaling Multi-AZ with automatic failover Managed, in-memory data store service Redis or Memcached to power real-time apps with sub-millisecond latency
16.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Highly connected data Social News Feed Restaurant Recommendations Retail Fraud Detection
17.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Too expensive Difficult to maintain high availability Difficult to scale Limited support for open standards $ Existing Graph DatabasesRelational Databases Inefficient graph processing Unnatural for querying graph Rigid schema inflexible for changing graphs Challenges building apps with highly connected data
18.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved Amazon Neptune F u l l y m a n a g e d g r a p h d a t a b a s e (public preview today) Fast & Scalable Reliable Open Store billions of relationships and query with milliseconds latency Six replicas of your data across three AZs with full backup and restore Build powerful queries easily with Gremlin and SPARQL Supports Apache TinkerPop & W3C RDF graph models Gremlin SPARQL Easy
19.
© 2018, Amazon
Web Services, Inc. or its Affiliates. All rights reserved aws.amazon.com/activate Everything and Anything Startups Need to Get Started on AWS