SlideShare une entreprise Scribd logo
1  sur  28
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Big Data too Slow?
Sprinkle in some NoSQL
Perry Krug, Architect – Office of the CTO
1
2Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Customers spend
more time
interacting than
transacting…
Customers expect exceptional digital
experiences
Feature-rich Quick Anywhere AnytimePersonalized
4Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Who is using Couchbase ?
E-Commerce Travel Gaming
Financial
Svcs.
Digital MediaCommunications
3 of the Top 10
eCommerce
Companies
3 of the Top 3
GDS
Companies
6 of the Top 10
Broadcast
Companies
6 of the Top 10
Online Casino
Gaming Companies
3 of the Top 3
Credit Reporting
Companies
Industrial IoT
2 of the Top 2
IoT
Platforms
3 Fortune 500
Healthcare
Companies
Digital Health
6Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
The Big Data Umbrella
9Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Lambda Architecture
New Data
Stream
Data Lake
Process
Stream
Batch Layer
Serving/Presentation Layer
Stream Layer
Ingestion Layer
New Data
Stream
New Data
Stream
New Data
Stream
Merged
ViewMerge
Partial
Aggregate
Partial
Aggregate
Partial
Aggregate
BATCH VIEWS
REAL-TIME VIEWS
Real-Time Data
Precompute
Views
(Map Reduce)Batch Recompute
Real-Time Increment
Incremental
Views
Lambda Architecture with Couchbase
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
What is Couchbase
11Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
The Couchbase Data Platform
12Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Couchbase: Full Stack Data Management
Embedded JSON database with CRUD
query and search.
Web gateway for synchronization and
data integration.
Highly scalable, highly available, high
performance NoSQL database server.
Built-in enterprise level security throughout the entire stack includes user authentication, user and role based data access control
(RBAC), secure transport (TLS), and 256-bit AES full database encryption.
Couchbase Lite Sync Gateway Couchbase Server
EMBEDDED DATABASE SYNCHRONIZATION DATABASE SERVER
SECURITY
CLIENT WEB TIER DATABASEinternet intranet
13Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Core Principles Driving Evolution
– True auto sharding
– JSON-based flexible data model
– Memory-first Architecture
– Asynchronous everything
– Scale workloads independently
Managed
Cache
Key-Value
Store
Document
Database Mobile
N1QL
Query
Full Text
Search
Eventing Analytics
15Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Couchbase: The Power of a Flexible JSON Schema
Store data in multiple ways:
• Denormalized single document
• Normalized with references
• Add new values when needed
• Support for binary values
Access Data in multiple ways:
• Direct Key-Value
• SQL querying
• Full-Text Search
• MPP for large, ad-hoc access
16Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Scale & Availability with Couchbase
§ Scale on demand with automatic
partitioning and rebalancing
§ Build always-available apps with
memory-to-memory replication and
automatic failover
§ Simplify development with topology
aware clients and direct communication
17Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Cross Data Center Replication (XDCR)
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Reference Architectures
23Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Customer 360 with Couchbase
Customer 360
Downstream Systems
BI / Data LakeEDW
...
Data Sources
Data Warehouse
Online Store
Clickstream
Mainframe
CRM
ERP
Recommendation
EngineSocial Media
Customer Data
Combined | Personalized | Augmented
Real-time
Recommendations
Interaction History
User Profiles Session Activity
COUCHBASE DATA
PLATFORM
Internal
Applications
Client
Services
Revenue
Optimization
Customer
Experiences
.com Page
In-Store
Loyalty
Program
Post Sale
Care
UsersCall Center /
Support
Microservices
Order History
Notes
Profile
Login
24Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Reference Architectures: Caching
User
Requests
Cache Misses/Writes
Slow DB
Application
Layer
Couchbase
Reads/Writes
25Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Reference Architectures: Streaming/Consolidated Data Store
Event BusData Sources Ingestion / Enrichment
Couchbase Cluster
…
Couchbase Cluster
…
Data Stores
Applications
26Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Reference Architectures: Multi Data Center
28Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Reference Architectures: Data Integration and Mobile Routing
Batch
Loader
Mobile Apps
Couchbase Cluster
…
Backend DBs
Sync Gateways
Web Apps
Change
Listener
Direct
REST
COUCHBASE
LITE
29Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Microservices
30Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Built for Containerized Microservices:
Autonomous Operator for Kubernetes
31Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Architecture: Autonomous Operator for Kubernetes
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Couchbase and Big Data
in the Real World
33Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Ad Targeting at AOL:
34Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Reporting and E-wallet @ Paypal
35Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
LiveEngage Dashboard at LivePerson
36Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
Next Steps
Learn More: https://www.couchbase.com/bigdata
Free Online Training: https://www.couchbase.com/training
Download: https://www.couchbase.com/downloads
Contact Us: info@couchbase.com
Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved.
THANK YOU

Contenu connexe

Tendances

Making Better Decisions Using BigData and Analytics
Making Better Decisions Using BigData and AnalyticsMaking Better Decisions Using BigData and Analytics
Making Better Decisions Using BigData and AnalyticsBoaz Ziniman
 
Dr. Christian Kurze from Denodo, "Data Virtualization: Fulfilling the Promise...
Dr. Christian Kurze from Denodo, "Data Virtualization: Fulfilling the Promise...Dr. Christian Kurze from Denodo, "Data Virtualization: Fulfilling the Promise...
Dr. Christian Kurze from Denodo, "Data Virtualization: Fulfilling the Promise...Dataconomy Media
 
Transforming Your Business with Fast Data – Five Use Case Examples
Transforming Your Business with Fast Data – Five Use Case ExamplesTransforming Your Business with Fast Data – Five Use Case Examples
Transforming Your Business with Fast Data – Five Use Case ExamplesVoltDB
 
Data analysis trend 2015 2016 v071
Data analysis trend 2015 2016 v071Data analysis trend 2015 2016 v071
Data analysis trend 2015 2016 v071Chun Myung Kyu
 
Hybrid & Global Kafka Architecture
Hybrid & Global Kafka ArchitectureHybrid & Global Kafka Architecture
Hybrid & Global Kafka Architectureconfluent
 
Real-time Microservices and In-Memory Data Grids
Real-time Microservices and In-Memory Data GridsReal-time Microservices and In-Memory Data Grids
Real-time Microservices and In-Memory Data GridsAli Hodroj
 
Customer Event Hub – a modern Customer 360° view with DataStax Enterprise (DSE)
Customer Event Hub – a modern Customer 360° view with DataStax Enterprise (DSE)Customer Event Hub – a modern Customer 360° view with DataStax Enterprise (DSE)
Customer Event Hub – a modern Customer 360° view with DataStax Enterprise (DSE)Guido Schmutz
 
Kengo Horiuchi, SaaS Business Born in the Cloud :: AWS Partner Techshift
Kengo Horiuchi, SaaS Business Born in the Cloud :: AWS Partner Techshift Kengo Horiuchi, SaaS Business Born in the Cloud :: AWS Partner Techshift
Kengo Horiuchi, SaaS Business Born in the Cloud :: AWS Partner Techshift Amazon Web Services Korea
 
How Market Intelligence From Hadoop on Azure Shows Trucking Companies a Clear...
How Market Intelligence From Hadoop on Azure Shows Trucking Companies a Clear...How Market Intelligence From Hadoop on Azure Shows Trucking Companies a Clear...
How Market Intelligence From Hadoop on Azure Shows Trucking Companies a Clear...DataWorks Summit
 
Getting Started with Big Data Analytics
Getting Started with Big Data AnalyticsGetting Started with Big Data Analytics
Getting Started with Big Data AnalyticsRob Winters
 
The Stream is the Database - Revolutionizing Healthcare Data Architecture
The Stream is the Database - Revolutionizing Healthcare Data ArchitectureThe Stream is the Database - Revolutionizing Healthcare Data Architecture
The Stream is the Database - Revolutionizing Healthcare Data ArchitectureDataWorks Summit/Hadoop Summit
 
Scylla Summit 2022: Scalable and Sustainable Supply Chains with DLT and ScyllaDB
Scylla Summit 2022: Scalable and Sustainable Supply Chains with DLT and ScyllaDBScylla Summit 2022: Scalable and Sustainable Supply Chains with DLT and ScyllaDB
Scylla Summit 2022: Scalable and Sustainable Supply Chains with DLT and ScyllaDBScyllaDB
 
Introduction to Big Data using AWS Services
Introduction to Big Data using AWS ServicesIntroduction to Big Data using AWS Services
Introduction to Big Data using AWS ServicesAnjani Phuyal
 
Streaming Data in the Cloud with Confluent and MongoDB Atlas | Robert Walters...
Streaming Data in the Cloud with Confluent and MongoDB Atlas | Robert Walters...Streaming Data in the Cloud with Confluent and MongoDB Atlas | Robert Walters...
Streaming Data in the Cloud with Confluent and MongoDB Atlas | Robert Walters...HostedbyConfluent
 
Towards Real-Time banking API's: Introducing Coral, a web api for realtime st...
Towards Real-Time banking API's: Introducing Coral, a web api for realtime st...Towards Real-Time banking API's: Introducing Coral, a web api for realtime st...
Towards Real-Time banking API's: Introducing Coral, a web api for realtime st...Natalino Busa
 
Treasure Data From MySQL to Redshift
Treasure Data  From MySQL to RedshiftTreasure Data  From MySQL to Redshift
Treasure Data From MySQL to RedshiftTreasure Data, Inc.
 
Architecting Data Lakes on AWS
Architecting Data Lakes on AWSArchitecting Data Lakes on AWS
Architecting Data Lakes on AWSSajith Appukuttan
 
Survey of Real-time Processing Systems for Big Data
Survey of Real-time Processing Systems for Big DataSurvey of Real-time Processing Systems for Big Data
Survey of Real-time Processing Systems for Big DataLuiz Henrique Zambom Santana
 
Geo-Analytics with Apache Spark and In-Memory Data Grids
Geo-Analytics with Apache Spark and In-Memory Data GridsGeo-Analytics with Apache Spark and In-Memory Data Grids
Geo-Analytics with Apache Spark and In-Memory Data GridsAli Hodroj
 

Tendances (20)

Making Better Decisions Using BigData and Analytics
Making Better Decisions Using BigData and AnalyticsMaking Better Decisions Using BigData and Analytics
Making Better Decisions Using BigData and Analytics
 
Dr. Christian Kurze from Denodo, "Data Virtualization: Fulfilling the Promise...
Dr. Christian Kurze from Denodo, "Data Virtualization: Fulfilling the Promise...Dr. Christian Kurze from Denodo, "Data Virtualization: Fulfilling the Promise...
Dr. Christian Kurze from Denodo, "Data Virtualization: Fulfilling the Promise...
 
Transforming Your Business with Fast Data – Five Use Case Examples
Transforming Your Business with Fast Data – Five Use Case ExamplesTransforming Your Business with Fast Data – Five Use Case Examples
Transforming Your Business with Fast Data – Five Use Case Examples
 
Data analysis trend 2015 2016 v071
Data analysis trend 2015 2016 v071Data analysis trend 2015 2016 v071
Data analysis trend 2015 2016 v071
 
Hybrid & Global Kafka Architecture
Hybrid & Global Kafka ArchitectureHybrid & Global Kafka Architecture
Hybrid & Global Kafka Architecture
 
Big Data Landscape 2016
Big Data Landscape 2016Big Data Landscape 2016
Big Data Landscape 2016
 
Real-time Microservices and In-Memory Data Grids
Real-time Microservices and In-Memory Data GridsReal-time Microservices and In-Memory Data Grids
Real-time Microservices and In-Memory Data Grids
 
Customer Event Hub – a modern Customer 360° view with DataStax Enterprise (DSE)
Customer Event Hub – a modern Customer 360° view with DataStax Enterprise (DSE)Customer Event Hub – a modern Customer 360° view with DataStax Enterprise (DSE)
Customer Event Hub – a modern Customer 360° view with DataStax Enterprise (DSE)
 
Kengo Horiuchi, SaaS Business Born in the Cloud :: AWS Partner Techshift
Kengo Horiuchi, SaaS Business Born in the Cloud :: AWS Partner Techshift Kengo Horiuchi, SaaS Business Born in the Cloud :: AWS Partner Techshift
Kengo Horiuchi, SaaS Business Born in the Cloud :: AWS Partner Techshift
 
How Market Intelligence From Hadoop on Azure Shows Trucking Companies a Clear...
How Market Intelligence From Hadoop on Azure Shows Trucking Companies a Clear...How Market Intelligence From Hadoop on Azure Shows Trucking Companies a Clear...
How Market Intelligence From Hadoop on Azure Shows Trucking Companies a Clear...
 
Getting Started with Big Data Analytics
Getting Started with Big Data AnalyticsGetting Started with Big Data Analytics
Getting Started with Big Data Analytics
 
The Stream is the Database - Revolutionizing Healthcare Data Architecture
The Stream is the Database - Revolutionizing Healthcare Data ArchitectureThe Stream is the Database - Revolutionizing Healthcare Data Architecture
The Stream is the Database - Revolutionizing Healthcare Data Architecture
 
Scylla Summit 2022: Scalable and Sustainable Supply Chains with DLT and ScyllaDB
Scylla Summit 2022: Scalable and Sustainable Supply Chains with DLT and ScyllaDBScylla Summit 2022: Scalable and Sustainable Supply Chains with DLT and ScyllaDB
Scylla Summit 2022: Scalable and Sustainable Supply Chains with DLT and ScyllaDB
 
Introduction to Big Data using AWS Services
Introduction to Big Data using AWS ServicesIntroduction to Big Data using AWS Services
Introduction to Big Data using AWS Services
 
Streaming Data in the Cloud with Confluent and MongoDB Atlas | Robert Walters...
Streaming Data in the Cloud with Confluent and MongoDB Atlas | Robert Walters...Streaming Data in the Cloud with Confluent and MongoDB Atlas | Robert Walters...
Streaming Data in the Cloud with Confluent and MongoDB Atlas | Robert Walters...
 
Towards Real-Time banking API's: Introducing Coral, a web api for realtime st...
Towards Real-Time banking API's: Introducing Coral, a web api for realtime st...Towards Real-Time banking API's: Introducing Coral, a web api for realtime st...
Towards Real-Time banking API's: Introducing Coral, a web api for realtime st...
 
Treasure Data From MySQL to Redshift
Treasure Data  From MySQL to RedshiftTreasure Data  From MySQL to Redshift
Treasure Data From MySQL to Redshift
 
Architecting Data Lakes on AWS
Architecting Data Lakes on AWSArchitecting Data Lakes on AWS
Architecting Data Lakes on AWS
 
Survey of Real-time Processing Systems for Big Data
Survey of Real-time Processing Systems for Big DataSurvey of Real-time Processing Systems for Big Data
Survey of Real-time Processing Systems for Big Data
 
Geo-Analytics with Apache Spark and In-Memory Data Grids
Geo-Analytics with Apache Spark and In-Memory Data GridsGeo-Analytics with Apache Spark and In-Memory Data Grids
Geo-Analytics with Apache Spark and In-Memory Data Grids
 

Similaire à Big Data LDN 2018: BIG DATA TOO SLOW? SPRINKLE IN SOME NOSQL

Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020HostedbyConfluent
 
Couchbase and Apache Kafka - Bridging the gap between RDBMS and NoSQL
Couchbase and Apache Kafka - Bridging the gap between RDBMS and NoSQLCouchbase and Apache Kafka - Bridging the gap between RDBMS and NoSQL
Couchbase and Apache Kafka - Bridging the gap between RDBMS and NoSQLDATAVERSITY
 
Billions of Messages in Real Time: Why Paypal & LinkedIn Trust an Engagement ...
Billions of Messages in Real Time: Why Paypal & LinkedIn Trust an Engagement ...Billions of Messages in Real Time: Why Paypal & LinkedIn Trust an Engagement ...
Billions of Messages in Real Time: Why Paypal & LinkedIn Trust an Engagement ...confluent
 
Full-Stack Development with JavaScript and NoSQL
Full-Stack Development with JavaScript and NoSQLFull-Stack Development with JavaScript and NoSQL
Full-Stack Development with JavaScript and NoSQLAaron Benton
 
Why microservices architectures drive exceptional customer experiences
Why microservices architectures drive exceptional customer experiencesWhy microservices architectures drive exceptional customer experiences
Why microservices architectures drive exceptional customer experiencesDenis Wilson Souza Rosa
 
Big and fast data strategy 2017 jr
Big and fast data strategy 2017 jrBig and fast data strategy 2017 jr
Big and fast data strategy 2017 jrJonathan Raspaud
 
Attunity Hortonworks Webinar- Sept 22, 2016
Attunity Hortonworks Webinar- Sept 22, 2016Attunity Hortonworks Webinar- Sept 22, 2016
Attunity Hortonworks Webinar- Sept 22, 2016Hortonworks
 
Operational Analytics Using Spark and NoSQL Data Stores
Operational Analytics Using Spark and NoSQL Data StoresOperational Analytics Using Spark and NoSQL Data Stores
Operational Analytics Using Spark and NoSQL Data StoresDATAVERSITY
 
apidays LIVE Singapore 2022_Redesigning Data Architecture.pdf
apidays LIVE Singapore 2022_Redesigning Data Architecture.pdfapidays LIVE Singapore 2022_Redesigning Data Architecture.pdf
apidays LIVE Singapore 2022_Redesigning Data Architecture.pdfapidays
 
20171106_OracleWebcast_ITTrends_EFavuzzi_KPatenge
20171106_OracleWebcast_ITTrends_EFavuzzi_KPatenge20171106_OracleWebcast_ITTrends_EFavuzzi_KPatenge
20171106_OracleWebcast_ITTrends_EFavuzzi_KPatengeKarin Patenge
 
In-Memory Computing Driving Edge Computing and Blockchain Technologies
In-Memory Computing Driving Edge Computing and Blockchain TechnologiesIn-Memory Computing Driving Edge Computing and Blockchain Technologies
In-Memory Computing Driving Edge Computing and Blockchain Technologiesdsapps
 
Data Mesh Part 4 Monolith to Mesh
Data Mesh Part 4 Monolith to MeshData Mesh Part 4 Monolith to Mesh
Data Mesh Part 4 Monolith to MeshJeffrey T. Pollock
 
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...Timothy Spann
 
Streaming Data and Stream Processing with Apache Kafka
Streaming Data and Stream Processing with Apache KafkaStreaming Data and Stream Processing with Apache Kafka
Streaming Data and Stream Processing with Apache Kafkaconfluent
 
Big Data LDN 2017: Data Integration & Big Data Management
Big Data LDN 2017: Data Integration & Big Data ManagementBig Data LDN 2017: Data Integration & Big Data Management
Big Data LDN 2017: Data Integration & Big Data ManagementMatt Stubbs
 
No sql data-storage for-your-ios-apps-using-couchbase-mobile
No sql data-storage for-your-ios-apps-using-couchbase-mobileNo sql data-storage for-your-ios-apps-using-couchbase-mobile
No sql data-storage for-your-ios-apps-using-couchbase-mobilePriya Rajagopal
 
Unlocking the Value of Your Data Lake
Unlocking the Value of Your Data LakeUnlocking the Value of Your Data Lake
Unlocking the Value of Your Data LakeDATAVERSITY
 
Data-Centric Infrastructure for Agile Development
Data-Centric Infrastructure for Agile DevelopmentData-Centric Infrastructure for Agile Development
Data-Centric Infrastructure for Agile DevelopmentDATAVERSITY
 
GSJUG: Mastering Data Streaming Pipelines 09May2023
GSJUG: Mastering Data Streaming Pipelines 09May2023GSJUG: Mastering Data Streaming Pipelines 09May2023
GSJUG: Mastering Data Streaming Pipelines 09May2023Timothy Spann
 
OSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
OSACon 2023_ Unlocking Financial Data with Real-Time PipelinesOSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
OSACon 2023_ Unlocking Financial Data with Real-Time PipelinesTimothy Spann
 

Similaire à Big Data LDN 2018: BIG DATA TOO SLOW? SPRINKLE IN SOME NOSQL (20)

Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
Couchbase Cloud No Equal (Rick Jacobs, Couchbase) Kafka Summit 2020
 
Couchbase and Apache Kafka - Bridging the gap between RDBMS and NoSQL
Couchbase and Apache Kafka - Bridging the gap between RDBMS and NoSQLCouchbase and Apache Kafka - Bridging the gap between RDBMS and NoSQL
Couchbase and Apache Kafka - Bridging the gap between RDBMS and NoSQL
 
Billions of Messages in Real Time: Why Paypal & LinkedIn Trust an Engagement ...
Billions of Messages in Real Time: Why Paypal & LinkedIn Trust an Engagement ...Billions of Messages in Real Time: Why Paypal & LinkedIn Trust an Engagement ...
Billions of Messages in Real Time: Why Paypal & LinkedIn Trust an Engagement ...
 
Full-Stack Development with JavaScript and NoSQL
Full-Stack Development with JavaScript and NoSQLFull-Stack Development with JavaScript and NoSQL
Full-Stack Development with JavaScript and NoSQL
 
Why microservices architectures drive exceptional customer experiences
Why microservices architectures drive exceptional customer experiencesWhy microservices architectures drive exceptional customer experiences
Why microservices architectures drive exceptional customer experiences
 
Big and fast data strategy 2017 jr
Big and fast data strategy 2017 jrBig and fast data strategy 2017 jr
Big and fast data strategy 2017 jr
 
Attunity Hortonworks Webinar- Sept 22, 2016
Attunity Hortonworks Webinar- Sept 22, 2016Attunity Hortonworks Webinar- Sept 22, 2016
Attunity Hortonworks Webinar- Sept 22, 2016
 
Operational Analytics Using Spark and NoSQL Data Stores
Operational Analytics Using Spark and NoSQL Data StoresOperational Analytics Using Spark and NoSQL Data Stores
Operational Analytics Using Spark and NoSQL Data Stores
 
apidays LIVE Singapore 2022_Redesigning Data Architecture.pdf
apidays LIVE Singapore 2022_Redesigning Data Architecture.pdfapidays LIVE Singapore 2022_Redesigning Data Architecture.pdf
apidays LIVE Singapore 2022_Redesigning Data Architecture.pdf
 
20171106_OracleWebcast_ITTrends_EFavuzzi_KPatenge
20171106_OracleWebcast_ITTrends_EFavuzzi_KPatenge20171106_OracleWebcast_ITTrends_EFavuzzi_KPatenge
20171106_OracleWebcast_ITTrends_EFavuzzi_KPatenge
 
In-Memory Computing Driving Edge Computing and Blockchain Technologies
In-Memory Computing Driving Edge Computing and Blockchain TechnologiesIn-Memory Computing Driving Edge Computing and Blockchain Technologies
In-Memory Computing Driving Edge Computing and Blockchain Technologies
 
Data Mesh Part 4 Monolith to Mesh
Data Mesh Part 4 Monolith to MeshData Mesh Part 4 Monolith to Mesh
Data Mesh Part 4 Monolith to Mesh
 
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
2024 February 28 - NYC - Meetup Unlocking Financial Data with Real-Time Pipel...
 
Streaming Data and Stream Processing with Apache Kafka
Streaming Data and Stream Processing with Apache KafkaStreaming Data and Stream Processing with Apache Kafka
Streaming Data and Stream Processing with Apache Kafka
 
Big Data LDN 2017: Data Integration & Big Data Management
Big Data LDN 2017: Data Integration & Big Data ManagementBig Data LDN 2017: Data Integration & Big Data Management
Big Data LDN 2017: Data Integration & Big Data Management
 
No sql data-storage for-your-ios-apps-using-couchbase-mobile
No sql data-storage for-your-ios-apps-using-couchbase-mobileNo sql data-storage for-your-ios-apps-using-couchbase-mobile
No sql data-storage for-your-ios-apps-using-couchbase-mobile
 
Unlocking the Value of Your Data Lake
Unlocking the Value of Your Data LakeUnlocking the Value of Your Data Lake
Unlocking the Value of Your Data Lake
 
Data-Centric Infrastructure for Agile Development
Data-Centric Infrastructure for Agile DevelopmentData-Centric Infrastructure for Agile Development
Data-Centric Infrastructure for Agile Development
 
GSJUG: Mastering Data Streaming Pipelines 09May2023
GSJUG: Mastering Data Streaming Pipelines 09May2023GSJUG: Mastering Data Streaming Pipelines 09May2023
GSJUG: Mastering Data Streaming Pipelines 09May2023
 
OSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
OSACon 2023_ Unlocking Financial Data with Real-Time PipelinesOSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
OSACon 2023_ Unlocking Financial Data with Real-Time Pipelines
 

Plus de Matt Stubbs

Blueprint Series: Banking In The Cloud – Ultra-high Reliability Architectures
Blueprint Series: Banking In The Cloud – Ultra-high Reliability ArchitecturesBlueprint Series: Banking In The Cloud – Ultra-high Reliability Architectures
Blueprint Series: Banking In The Cloud – Ultra-high Reliability ArchitecturesMatt Stubbs
 
Speed Up Your Apache Cassandra™ Applications: A Practical Guide to Reactive P...
Speed Up Your Apache Cassandra™ Applications: A Practical Guide to Reactive P...Speed Up Your Apache Cassandra™ Applications: A Practical Guide to Reactive P...
Speed Up Your Apache Cassandra™ Applications: A Practical Guide to Reactive P...Matt Stubbs
 
Blueprint Series: Expedia Partner Solutions, Data Platform
Blueprint Series: Expedia Partner Solutions, Data PlatformBlueprint Series: Expedia Partner Solutions, Data Platform
Blueprint Series: Expedia Partner Solutions, Data PlatformMatt Stubbs
 
Blueprint Series: Architecture Patterns for Implementing Serverless Microserv...
Blueprint Series: Architecture Patterns for Implementing Serverless Microserv...Blueprint Series: Architecture Patterns for Implementing Serverless Microserv...
Blueprint Series: Architecture Patterns for Implementing Serverless Microserv...Matt Stubbs
 
Big Data LDN 2018: DATA, WHAT PEOPLE THINK AND WHAT YOU CAN DO TO BUILD TRUST.
Big Data LDN 2018: DATA, WHAT PEOPLE THINK AND WHAT YOU CAN DO TO BUILD TRUST.Big Data LDN 2018: DATA, WHAT PEOPLE THINK AND WHAT YOU CAN DO TO BUILD TRUST.
Big Data LDN 2018: DATA, WHAT PEOPLE THINK AND WHAT YOU CAN DO TO BUILD TRUST.Matt Stubbs
 
Big Data LDN 2018: ENABLING DATA-DRIVEN DECISIONS WITH AUTOMATED INSIGHTS
Big Data LDN 2018: ENABLING DATA-DRIVEN DECISIONS WITH AUTOMATED INSIGHTSBig Data LDN 2018: ENABLING DATA-DRIVEN DECISIONS WITH AUTOMATED INSIGHTS
Big Data LDN 2018: ENABLING DATA-DRIVEN DECISIONS WITH AUTOMATED INSIGHTSMatt Stubbs
 
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...Matt Stubbs
 
Big Data LDN 2018: AI VS. GDPR
Big Data LDN 2018: AI VS. GDPRBig Data LDN 2018: AI VS. GDPR
Big Data LDN 2018: AI VS. GDPRMatt Stubbs
 
Big Data LDN 2018: REALISING THE PROMISE OF SELF-SERVICE ANALYTICS WITH DATA ...
Big Data LDN 2018: REALISING THE PROMISE OF SELF-SERVICE ANALYTICS WITH DATA ...Big Data LDN 2018: REALISING THE PROMISE OF SELF-SERVICE ANALYTICS WITH DATA ...
Big Data LDN 2018: REALISING THE PROMISE OF SELF-SERVICE ANALYTICS WITH DATA ...Matt Stubbs
 
Big Data LDN 2018: TURNING MULTIPLE DATA LAKES INTO A UNIFIED ANALYTIC DATA L...
Big Data LDN 2018: TURNING MULTIPLE DATA LAKES INTO A UNIFIED ANALYTIC DATA L...Big Data LDN 2018: TURNING MULTIPLE DATA LAKES INTO A UNIFIED ANALYTIC DATA L...
Big Data LDN 2018: TURNING MULTIPLE DATA LAKES INTO A UNIFIED ANALYTIC DATA L...Matt Stubbs
 
Big Data LDN 2018: MICROSOFT AZURE AND CLOUDERA – FLEXIBLE CLOUD, WHATEVER TH...
Big Data LDN 2018: MICROSOFT AZURE AND CLOUDERA – FLEXIBLE CLOUD, WHATEVER TH...Big Data LDN 2018: MICROSOFT AZURE AND CLOUDERA – FLEXIBLE CLOUD, WHATEVER TH...
Big Data LDN 2018: MICROSOFT AZURE AND CLOUDERA – FLEXIBLE CLOUD, WHATEVER TH...Matt Stubbs
 
Big Data LDN 2018: CONSISTENT SECURITY, GOVERNANCE AND FLEXIBILITY FOR ALL WO...
Big Data LDN 2018: CONSISTENT SECURITY, GOVERNANCE AND FLEXIBILITY FOR ALL WO...Big Data LDN 2018: CONSISTENT SECURITY, GOVERNANCE AND FLEXIBILITY FOR ALL WO...
Big Data LDN 2018: CONSISTENT SECURITY, GOVERNANCE AND FLEXIBILITY FOR ALL WO...Matt Stubbs
 
Big Data LDN 2018: MICROLISE: USING BIG DATA AND AI IN TRANSPORT AND LOGISTICS
Big Data LDN 2018: MICROLISE: USING BIG DATA AND AI IN TRANSPORT AND LOGISTICSBig Data LDN 2018: MICROLISE: USING BIG DATA AND AI IN TRANSPORT AND LOGISTICS
Big Data LDN 2018: MICROLISE: USING BIG DATA AND AI IN TRANSPORT AND LOGISTICSMatt Stubbs
 
Big Data LDN 2018: EXPERIAN: MAXIMISE EVERY OPPORTUNITY IN THE BIG DATA UNIVERSE
Big Data LDN 2018: EXPERIAN: MAXIMISE EVERY OPPORTUNITY IN THE BIG DATA UNIVERSEBig Data LDN 2018: EXPERIAN: MAXIMISE EVERY OPPORTUNITY IN THE BIG DATA UNIVERSE
Big Data LDN 2018: EXPERIAN: MAXIMISE EVERY OPPORTUNITY IN THE BIG DATA UNIVERSEMatt Stubbs
 
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNINGBig Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNINGMatt Stubbs
 
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...Matt Stubbs
 
Big Data LDN 2018: FROM PROLIFERATION TO PRODUCTIVITY: MACHINE LEARNING DATA ...
Big Data LDN 2018: FROM PROLIFERATION TO PRODUCTIVITY: MACHINE LEARNING DATA ...Big Data LDN 2018: FROM PROLIFERATION TO PRODUCTIVITY: MACHINE LEARNING DATA ...
Big Data LDN 2018: FROM PROLIFERATION TO PRODUCTIVITY: MACHINE LEARNING DATA ...Matt Stubbs
 
Big Data LDN 2018: DATA APIS DON’T DISCRIMINATE
Big Data LDN 2018: DATA APIS DON’T DISCRIMINATEBig Data LDN 2018: DATA APIS DON’T DISCRIMINATE
Big Data LDN 2018: DATA APIS DON’T DISCRIMINATEMatt Stubbs
 
Big Data LDN 2018: A TALE OF TWO BI STANDARDS: DATA WAREHOUSES AND DATA LAKES
Big Data LDN 2018: A TALE OF TWO BI STANDARDS: DATA WAREHOUSES AND DATA LAKESBig Data LDN 2018: A TALE OF TWO BI STANDARDS: DATA WAREHOUSES AND DATA LAKES
Big Data LDN 2018: A TALE OF TWO BI STANDARDS: DATA WAREHOUSES AND DATA LAKESMatt Stubbs
 
Big Data LDN 2018: FIGHTING DATA CHAOS: CONNECTING USERS TO DATA AT SCALE
Big Data LDN 2018: FIGHTING DATA CHAOS: CONNECTING USERS TO DATA AT SCALEBig Data LDN 2018: FIGHTING DATA CHAOS: CONNECTING USERS TO DATA AT SCALE
Big Data LDN 2018: FIGHTING DATA CHAOS: CONNECTING USERS TO DATA AT SCALEMatt Stubbs
 

Plus de Matt Stubbs (20)

Blueprint Series: Banking In The Cloud – Ultra-high Reliability Architectures
Blueprint Series: Banking In The Cloud – Ultra-high Reliability ArchitecturesBlueprint Series: Banking In The Cloud – Ultra-high Reliability Architectures
Blueprint Series: Banking In The Cloud – Ultra-high Reliability Architectures
 
Speed Up Your Apache Cassandra™ Applications: A Practical Guide to Reactive P...
Speed Up Your Apache Cassandra™ Applications: A Practical Guide to Reactive P...Speed Up Your Apache Cassandra™ Applications: A Practical Guide to Reactive P...
Speed Up Your Apache Cassandra™ Applications: A Practical Guide to Reactive P...
 
Blueprint Series: Expedia Partner Solutions, Data Platform
Blueprint Series: Expedia Partner Solutions, Data PlatformBlueprint Series: Expedia Partner Solutions, Data Platform
Blueprint Series: Expedia Partner Solutions, Data Platform
 
Blueprint Series: Architecture Patterns for Implementing Serverless Microserv...
Blueprint Series: Architecture Patterns for Implementing Serverless Microserv...Blueprint Series: Architecture Patterns for Implementing Serverless Microserv...
Blueprint Series: Architecture Patterns for Implementing Serverless Microserv...
 
Big Data LDN 2018: DATA, WHAT PEOPLE THINK AND WHAT YOU CAN DO TO BUILD TRUST.
Big Data LDN 2018: DATA, WHAT PEOPLE THINK AND WHAT YOU CAN DO TO BUILD TRUST.Big Data LDN 2018: DATA, WHAT PEOPLE THINK AND WHAT YOU CAN DO TO BUILD TRUST.
Big Data LDN 2018: DATA, WHAT PEOPLE THINK AND WHAT YOU CAN DO TO BUILD TRUST.
 
Big Data LDN 2018: ENABLING DATA-DRIVEN DECISIONS WITH AUTOMATED INSIGHTS
Big Data LDN 2018: ENABLING DATA-DRIVEN DECISIONS WITH AUTOMATED INSIGHTSBig Data LDN 2018: ENABLING DATA-DRIVEN DECISIONS WITH AUTOMATED INSIGHTS
Big Data LDN 2018: ENABLING DATA-DRIVEN DECISIONS WITH AUTOMATED INSIGHTS
 
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
 
Big Data LDN 2018: AI VS. GDPR
Big Data LDN 2018: AI VS. GDPRBig Data LDN 2018: AI VS. GDPR
Big Data LDN 2018: AI VS. GDPR
 
Big Data LDN 2018: REALISING THE PROMISE OF SELF-SERVICE ANALYTICS WITH DATA ...
Big Data LDN 2018: REALISING THE PROMISE OF SELF-SERVICE ANALYTICS WITH DATA ...Big Data LDN 2018: REALISING THE PROMISE OF SELF-SERVICE ANALYTICS WITH DATA ...
Big Data LDN 2018: REALISING THE PROMISE OF SELF-SERVICE ANALYTICS WITH DATA ...
 
Big Data LDN 2018: TURNING MULTIPLE DATA LAKES INTO A UNIFIED ANALYTIC DATA L...
Big Data LDN 2018: TURNING MULTIPLE DATA LAKES INTO A UNIFIED ANALYTIC DATA L...Big Data LDN 2018: TURNING MULTIPLE DATA LAKES INTO A UNIFIED ANALYTIC DATA L...
Big Data LDN 2018: TURNING MULTIPLE DATA LAKES INTO A UNIFIED ANALYTIC DATA L...
 
Big Data LDN 2018: MICROSOFT AZURE AND CLOUDERA – FLEXIBLE CLOUD, WHATEVER TH...
Big Data LDN 2018: MICROSOFT AZURE AND CLOUDERA – FLEXIBLE CLOUD, WHATEVER TH...Big Data LDN 2018: MICROSOFT AZURE AND CLOUDERA – FLEXIBLE CLOUD, WHATEVER TH...
Big Data LDN 2018: MICROSOFT AZURE AND CLOUDERA – FLEXIBLE CLOUD, WHATEVER TH...
 
Big Data LDN 2018: CONSISTENT SECURITY, GOVERNANCE AND FLEXIBILITY FOR ALL WO...
Big Data LDN 2018: CONSISTENT SECURITY, GOVERNANCE AND FLEXIBILITY FOR ALL WO...Big Data LDN 2018: CONSISTENT SECURITY, GOVERNANCE AND FLEXIBILITY FOR ALL WO...
Big Data LDN 2018: CONSISTENT SECURITY, GOVERNANCE AND FLEXIBILITY FOR ALL WO...
 
Big Data LDN 2018: MICROLISE: USING BIG DATA AND AI IN TRANSPORT AND LOGISTICS
Big Data LDN 2018: MICROLISE: USING BIG DATA AND AI IN TRANSPORT AND LOGISTICSBig Data LDN 2018: MICROLISE: USING BIG DATA AND AI IN TRANSPORT AND LOGISTICS
Big Data LDN 2018: MICROLISE: USING BIG DATA AND AI IN TRANSPORT AND LOGISTICS
 
Big Data LDN 2018: EXPERIAN: MAXIMISE EVERY OPPORTUNITY IN THE BIG DATA UNIVERSE
Big Data LDN 2018: EXPERIAN: MAXIMISE EVERY OPPORTUNITY IN THE BIG DATA UNIVERSEBig Data LDN 2018: EXPERIAN: MAXIMISE EVERY OPPORTUNITY IN THE BIG DATA UNIVERSE
Big Data LDN 2018: EXPERIAN: MAXIMISE EVERY OPPORTUNITY IN THE BIG DATA UNIVERSE
 
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNINGBig Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
 
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
 
Big Data LDN 2018: FROM PROLIFERATION TO PRODUCTIVITY: MACHINE LEARNING DATA ...
Big Data LDN 2018: FROM PROLIFERATION TO PRODUCTIVITY: MACHINE LEARNING DATA ...Big Data LDN 2018: FROM PROLIFERATION TO PRODUCTIVITY: MACHINE LEARNING DATA ...
Big Data LDN 2018: FROM PROLIFERATION TO PRODUCTIVITY: MACHINE LEARNING DATA ...
 
Big Data LDN 2018: DATA APIS DON’T DISCRIMINATE
Big Data LDN 2018: DATA APIS DON’T DISCRIMINATEBig Data LDN 2018: DATA APIS DON’T DISCRIMINATE
Big Data LDN 2018: DATA APIS DON’T DISCRIMINATE
 
Big Data LDN 2018: A TALE OF TWO BI STANDARDS: DATA WAREHOUSES AND DATA LAKES
Big Data LDN 2018: A TALE OF TWO BI STANDARDS: DATA WAREHOUSES AND DATA LAKESBig Data LDN 2018: A TALE OF TWO BI STANDARDS: DATA WAREHOUSES AND DATA LAKES
Big Data LDN 2018: A TALE OF TWO BI STANDARDS: DATA WAREHOUSES AND DATA LAKES
 
Big Data LDN 2018: FIGHTING DATA CHAOS: CONNECTING USERS TO DATA AT SCALE
Big Data LDN 2018: FIGHTING DATA CHAOS: CONNECTING USERS TO DATA AT SCALEBig Data LDN 2018: FIGHTING DATA CHAOS: CONNECTING USERS TO DATA AT SCALE
Big Data LDN 2018: FIGHTING DATA CHAOS: CONNECTING USERS TO DATA AT SCALE
 

Dernier

办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一fhwihughh
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptSonatrach
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxEmmanuel Dauda
 
MK KOMUNIKASI DATA (TI)komdat komdat.docx
MK KOMUNIKASI DATA (TI)komdat komdat.docxMK KOMUNIKASI DATA (TI)komdat komdat.docx
MK KOMUNIKASI DATA (TI)komdat komdat.docxUnduhUnggah1
 
9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home ServiceSapana Sha
 
9711147426✨Call In girls Gurgaon Sector 31. SCO 25 escort service
9711147426✨Call In girls Gurgaon Sector 31. SCO 25 escort service9711147426✨Call In girls Gurgaon Sector 31. SCO 25 escort service
9711147426✨Call In girls Gurgaon Sector 31. SCO 25 escort servicejennyeacort
 
RadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfRadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfgstagge
 
INTERNSHIP ON PURBASHA COMPOSITE TEX LTD
INTERNSHIP ON PURBASHA COMPOSITE TEX LTDINTERNSHIP ON PURBASHA COMPOSITE TEX LTD
INTERNSHIP ON PURBASHA COMPOSITE TEX LTDRafezzaman
 
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...dajasot375
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Cantervoginip
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsappssapnasaifi408
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Sapana Sha
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanMYRABACSAFRA2
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxthyngster
 
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...limedy534
 
Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdfPredicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdfBoston Institute of Analytics
 
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...Boston Institute of Analytics
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhijennyeacort
 
Generative AI for Social Good at Open Data Science East 2024
Generative AI for Social Good at Open Data Science East 2024Generative AI for Social Good at Open Data Science East 2024
Generative AI for Social Good at Open Data Science East 2024Colleen Farrelly
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdfHuman37
 

Dernier (20)

办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
办理学位证纽约大学毕业证(NYU毕业证书)原版一比一
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptx
 
MK KOMUNIKASI DATA (TI)komdat komdat.docx
MK KOMUNIKASI DATA (TI)komdat komdat.docxMK KOMUNIKASI DATA (TI)komdat komdat.docx
MK KOMUNIKASI DATA (TI)komdat komdat.docx
 
9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service9654467111 Call Girls In Munirka Hotel And Home Service
9654467111 Call Girls In Munirka Hotel And Home Service
 
9711147426✨Call In girls Gurgaon Sector 31. SCO 25 escort service
9711147426✨Call In girls Gurgaon Sector 31. SCO 25 escort service9711147426✨Call In girls Gurgaon Sector 31. SCO 25 escort service
9711147426✨Call In girls Gurgaon Sector 31. SCO 25 escort service
 
RadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfRadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdf
 
INTERNSHIP ON PURBASHA COMPOSITE TEX LTD
INTERNSHIP ON PURBASHA COMPOSITE TEX LTDINTERNSHIP ON PURBASHA COMPOSITE TEX LTD
INTERNSHIP ON PURBASHA COMPOSITE TEX LTD
 
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
Indian Call Girls in Abu Dhabi O5286O24O8 Call Girls in Abu Dhabi By Independ...
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Canter
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population Mean
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
 
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
 
Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdfPredicting Salary Using Data Science: A Comprehensive Analysis.pdf
Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
 
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
 
Generative AI for Social Good at Open Data Science East 2024
Generative AI for Social Good at Open Data Science East 2024Generative AI for Social Good at Open Data Science East 2024
Generative AI for Social Good at Open Data Science East 2024
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf
 

Big Data LDN 2018: BIG DATA TOO SLOW? SPRINKLE IN SOME NOSQL

  • 1. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Big Data too Slow? Sprinkle in some NoSQL Perry Krug, Architect – Office of the CTO 1
  • 2. 2Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Customers spend more time interacting than transacting…
  • 3. Customers expect exceptional digital experiences Feature-rich Quick Anywhere AnytimePersonalized
  • 4. 4Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Who is using Couchbase ? E-Commerce Travel Gaming Financial Svcs. Digital MediaCommunications 3 of the Top 10 eCommerce Companies 3 of the Top 3 GDS Companies 6 of the Top 10 Broadcast Companies 6 of the Top 10 Online Casino Gaming Companies 3 of the Top 3 Credit Reporting Companies Industrial IoT 2 of the Top 2 IoT Platforms 3 Fortune 500 Healthcare Companies Digital Health
  • 5. 6Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. The Big Data Umbrella
  • 6. 9Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Lambda Architecture New Data Stream Data Lake Process Stream Batch Layer Serving/Presentation Layer Stream Layer Ingestion Layer New Data Stream New Data Stream New Data Stream Merged ViewMerge Partial Aggregate Partial Aggregate Partial Aggregate BATCH VIEWS REAL-TIME VIEWS Real-Time Data Precompute Views (Map Reduce)Batch Recompute Real-Time Increment Incremental Views Lambda Architecture with Couchbase
  • 7. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. What is Couchbase
  • 8. 11Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. The Couchbase Data Platform
  • 9. 12Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Couchbase: Full Stack Data Management Embedded JSON database with CRUD query and search. Web gateway for synchronization and data integration. Highly scalable, highly available, high performance NoSQL database server. Built-in enterprise level security throughout the entire stack includes user authentication, user and role based data access control (RBAC), secure transport (TLS), and 256-bit AES full database encryption. Couchbase Lite Sync Gateway Couchbase Server EMBEDDED DATABASE SYNCHRONIZATION DATABASE SERVER SECURITY CLIENT WEB TIER DATABASEinternet intranet
  • 10. 13Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Core Principles Driving Evolution – True auto sharding – JSON-based flexible data model – Memory-first Architecture – Asynchronous everything – Scale workloads independently Managed Cache Key-Value Store Document Database Mobile N1QL Query Full Text Search Eventing Analytics
  • 11. 15Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Couchbase: The Power of a Flexible JSON Schema Store data in multiple ways: • Denormalized single document • Normalized with references • Add new values when needed • Support for binary values Access Data in multiple ways: • Direct Key-Value • SQL querying • Full-Text Search • MPP for large, ad-hoc access
  • 12. 16Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Scale & Availability with Couchbase § Scale on demand with automatic partitioning and rebalancing § Build always-available apps with memory-to-memory replication and automatic failover § Simplify development with topology aware clients and direct communication
  • 13. 17Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Cross Data Center Replication (XDCR)
  • 14. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures
  • 15. 23Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Customer 360 with Couchbase Customer 360 Downstream Systems BI / Data LakeEDW ... Data Sources Data Warehouse Online Store Clickstream Mainframe CRM ERP Recommendation EngineSocial Media Customer Data Combined | Personalized | Augmented Real-time Recommendations Interaction History User Profiles Session Activity COUCHBASE DATA PLATFORM Internal Applications Client Services Revenue Optimization Customer Experiences .com Page In-Store Loyalty Program Post Sale Care UsersCall Center / Support Microservices Order History Notes Profile Login
  • 16. 24Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures: Caching User Requests Cache Misses/Writes Slow DB Application Layer Couchbase Reads/Writes
  • 17. 25Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures: Streaming/Consolidated Data Store Event BusData Sources Ingestion / Enrichment Couchbase Cluster … Couchbase Cluster … Data Stores Applications
  • 18. 26Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures: Multi Data Center
  • 19. 28Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reference Architectures: Data Integration and Mobile Routing Batch Loader Mobile Apps Couchbase Cluster … Backend DBs Sync Gateways Web Apps Change Listener Direct REST COUCHBASE LITE
  • 20. 29Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Microservices
  • 21. 30Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Built for Containerized Microservices: Autonomous Operator for Kubernetes
  • 22. 31Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Architecture: Autonomous Operator for Kubernetes
  • 23. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Couchbase and Big Data in the Real World
  • 24. 33Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Ad Targeting at AOL:
  • 25. 34Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Reporting and E-wallet @ Paypal
  • 26. 35Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. LiveEngage Dashboard at LivePerson
  • 27. 36Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. Next Steps Learn More: https://www.couchbase.com/bigdata Free Online Training: https://www.couchbase.com/training Download: https://www.couchbase.com/downloads Contact Us: info@couchbase.com
  • 28. Confidential and Proprietary. Do not distribute without Couchbase consent. © Couchbase 2018. All rights reserved. THANK YOU