SlideShare ist ein Scribd-Unternehmen logo
1 von 31
Saturday 24th october – version -0.1
@clunven | Cedrick.lunvenx@datastax.com
Cedrick Lunven| DataStax, Inc.
The gateway for multi-models Data API
About Me
🥑
Creator and
Maintainer of FF4j
 Training
 Teaching
 Reference applications
 Support
 Public Speaking
 Academy.datastax.com
 datastax.com/dev
 community.datastax.com
 YouTube Channel
Agenda
4 © 2020 Datastax, Inc. All rights reserved.
 Why: The rising of Data Gateways
 What: Architecture and Implementations
 How: Multi-models DB
 Demo, talk is cheap
 Who: Astra, the NEXT Generation Dbaas
“Start with Why” Simon Sinek
• Developers
• Do you like learning query languages (CQL, N1QL, GQL, SQL, graphQL, cypher, gremlin….)
• No. Save my JSON, give it to me back when I need it
• This is why Spring Data and ORM are so used nowadays
• Do you care about how your data is stored ?
• Physical data model part of the interface…yike
• Do you like installing and running Databases locally
• and specially distributed databases
© 2020 Datastax, Inc. All rights reserved.5
“Start with Why” Simon Sinek
• Ops and Databases Administrators…
• Do you allow developers to execute direct queries against your
DB ?
• Do you like opening port range like 0-65536 to allow
communications with applications, specially in the cloud.
• Do you like creating dedicated project and hiring people just to
create APIs to expose an existing treatment (digital
transformation FTW)
And when those 2 meet each other
DB ADMINDeveloper
Data Gateways rational
Ubiquitous, API-based Consumption
MICROSERVICES DEVELOPERS
Developers want the option
to use moden APIs and
development gateways.
Cassandra is a database
designed for the new
standard and the associated
APIs that facilitate the first
choice of developers.
Agenda
9 © 2020 Datastax, Inc. All rights reserved.
 Why: The rising of Data Gateways
 What: Architecture and Implementations
 How: Multi-models DB
 Demo, talk is cheap
 Who: Astra, the NEXT Generation Dbaas
Stargate Overview
An open source API framework for data
Stargate makes it easy to use a
database for any application
workload by adding plugin support for
new APIs, data types, and access
methods
MICROSERVICES DEVELOPERS
Logical Architecture
Integrations
Kafka
Spark
Hadoop
Snowflake
Jupyter
...
Spring
Quarkus
Stargate
JSONREST GraphQL SQL GRPC
StorageStorageStorage
React
Node.js
Swift
Flutter
Database
(Cassandra)
WebSocket Events
Separate Compute and Storage
1
2
3
46
5
Stargate Storage ClusterApplication
API Extension and Persistence Extensions
REST GraphQL KAFKA
(incubating)
Cassandra
Document
API
CQL
GA
Agenda
14 © 2020 Datastax, Inc. All rights reserved.
 Why: The rising of Data Gateways
 What: Architecture and Implementations
 How: Apache Cassandra Multi-models DB
 Demo, talk is cheap
 Who: Astra, the NEXT Generation Dbaas
Modules
Agenda
16 © 2020 Datastax, Inc. All rights reserved.
 Why: The rising of Data Gateways
 What: Architecture and Implementations
 How: Multi-models DB
 Demo, talk is cheap
 Who: Astra, the NEXT Generation Dbaas
NODE
NODE
NODE
NODE
NODE NODE
NODE
Apache Cassandra™
1 Installation = 1 NODE
 Capacity: ± 1TB
 Throughput: 3000 Tx/sec/core
Communication:
 Gossiping
DataCenter | Ring
= NoSQL Distributed Database
Scales Linearly
• Need more capacity?
• Need more throughput?
• Add nodes!
Data is Distributed
Country City Habitant
USA New York 8.000.000
USA Los Angeles 4.000.000
FR Paris 2.230.000
DE Berlin 3.350.000
UK London 9.200.000
AU Sydney 4.900.000
FR Toulouse 1.100.000
JP Tokyo 37.430.000
IN Mumbai 20.200.000
DE Nuremberg 500.000
CA Montreal 4.200.000
CA Toronto 6.200.000
Partition Key
Data Distributed Everywhere
20
• Geographic Distribution • Hybrid-Cloud and Multi-Cloud
On-premises
Cap Theorem
Consistency Availability
Partition
Tolerance
DefaultConfigure per
request
Immediate Consistency
Client
Write
CL = QUORUM
Read
CL = QUORUM
Client
Strongly Consistent : CL read + CL write > RF
Understanding Use Cases
High Throughput
High Volume
Heavy Writes
Heavy Reads
Event Streaming Log Analytics
Internet of Things Other Time Series
Mission-Critical
No Data Loss
Always-on
Scalability
Availability
Distributed
Cloud-native
Caching Pricing
Market Data Inventory
Banking Retail
Tracking / Logistics
Customer
Experience
API Layer Hybrid-cloud
Enterprise Data
Layer
Multi-cloud
Modern Cloud
Applications
Global Presence
Workload Mobility
Compliance / GDPR
Multi Model Database
• Tabular (with Tables as discussed before)
• Key Value (sub pattern of previous with single column)
• Document
− INSERT AND READ JSON with CQL but a schema is neede
− Stargate document API to the rescue
• TSDB
− Cassandra fit the time series data models with aggregations
• Graph
− DataStax Enterprise integrate a graph Engines
Agenda
25 © 2020 Datastax, Inc. All rights reserved.
 Why: The rising of Data Gateways
 What: Architecture and Implementations
 How: Multi-models DB
 Demo, talk is cheap
 Who: Astra, the NEXT Generation Dbaas
Agenda
26 © 2020 Datastax, Inc. All rights reserved.
 Why: The rising of Data Gateways
 What: Architecture and Implementations
 How: Multi-models DB
 Demo: talk is cheap
 Who: Astra, the NEXT Generation Dbaas
Introducing Astra
CASSANDRA-AS-A-SERVICE
Cloud-native Database-as-a-
Service built on Apache Cassandra
NO OPERATIONS
Eliminate the overhead to install,
operate, and scale Cassandra.
POWERFUL APIS
Out-of-the-box REST and
GraphQL endpoints and browser
CQL shell.
CLOUD NATIVE
Powered by our open-source
Kubernetes Operator for
Cassandra.
ZERO LOCK-IN
Deploy on AWS or GCP and
keep compatibility with open-
source Cassandra.
10 GIG FREE TIER
Launch a database in the
cloud with a few clicks, no
credit card required.
Simplify Application Development
INSERT INTO mytable
(id,name,address) VALUES
(1,’Bob Smith’,’1 Main
Street’)
SELECT * FROM mytable WHERE
id=1
UPDATE mytable SET
name=’Tom Smith’ WHERE id=1
DELETE FROM mytable WHERE
id=1
Familiar Language Easy Dev Tools Great Drivers
.. And Stargate Enabled
30 © 2020 Datastax, Inc. All rights reserved.
ENERGY
MEDIA / TELECOMMUNICATIONS RETAIL / FOOD & BEVERAGE
FINANCIAL SERVICES TRANSPORTATION / LOGISTICS
TECHNOLOGY & IT SERVICES
Thank You!
31 © 2020 Datastax, Inc. All rights reserved.

Weitere ähnliche Inhalte

Was ist angesagt?

Bleeding Edge Databases
Bleeding Edge DatabasesBleeding Edge Databases
Bleeding Edge DatabasesLynn Langit
 
Datalab 101 (Hadoop, Spark, ElasticSearch) par Jonathan Winandy - Paris Spark...
Datalab 101 (Hadoop, Spark, ElasticSearch) par Jonathan Winandy - Paris Spark...Datalab 101 (Hadoop, Spark, ElasticSearch) par Jonathan Winandy - Paris Spark...
Datalab 101 (Hadoop, Spark, ElasticSearch) par Jonathan Winandy - Paris Spark...Modern Data Stack France
 
Databricks + Snowflake: Catalyzing Data and AI Initiatives
Databricks + Snowflake: Catalyzing Data and AI InitiativesDatabricks + Snowflake: Catalyzing Data and AI Initiatives
Databricks + Snowflake: Catalyzing Data and AI InitiativesDatabricks
 
Data pipeline and data lake for autonomous driving
Data pipeline and data lake for autonomous drivingData pipeline and data lake for autonomous driving
Data pipeline and data lake for autonomous drivingYu Huang
 
IBM Cloud Day January 2021 - A well architected data lake
IBM Cloud Day January 2021 - A well architected data lakeIBM Cloud Day January 2021 - A well architected data lake
IBM Cloud Day January 2021 - A well architected data lakeTorsten Steinbach
 
Unified Data Analytics: Helping Data Teams Solve the World’s Toughest Problems
Unified Data Analytics: Helping Data Teams Solve the World’s Toughest ProblemsUnified Data Analytics: Helping Data Teams Solve the World’s Toughest Problems
Unified Data Analytics: Helping Data Teams Solve the World’s Toughest ProblemsDatabricks
 
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli Spark Summit
 
Finding new Customers using D&B and Excel Power Query
Finding new Customers using D&B and Excel Power QueryFinding new Customers using D&B and Excel Power Query
Finding new Customers using D&B and Excel Power QueryLynn Langit
 
Azure Databricks—Apache Spark as a Service with Sascha Dittmann
Azure Databricks—Apache Spark as a Service with Sascha DittmannAzure Databricks—Apache Spark as a Service with Sascha Dittmann
Azure Databricks—Apache Spark as a Service with Sascha DittmannDatabricks
 
Modern Data architecture Design
Modern Data architecture DesignModern Data architecture Design
Modern Data architecture DesignKujambu Murugesan
 
Streaming 4 billion Messages per day. Lessons Learned.
Streaming 4 billion Messages per day. Lessons Learned.Streaming 4 billion Messages per day. Lessons Learned.
Streaming 4 billion Messages per day. Lessons Learned.Angelos Petheriotis
 
Machine Learning on the Microsoft Stack
Machine Learning on the Microsoft StackMachine Learning on the Microsoft Stack
Machine Learning on the Microsoft StackLynn Langit
 
Clinical Suspecting at Scale Using PySpark
Clinical Suspecting at Scale Using PySparkClinical Suspecting at Scale Using PySpark
Clinical Suspecting at Scale Using PySparkDatabricks
 
Building Data Lakes with Apache Airflow
Building Data Lakes with Apache AirflowBuilding Data Lakes with Apache Airflow
Building Data Lakes with Apache AirflowGary Stafford
 
Analytics at the Real-Time Speed of Business: Spark Summit East talk by Manis...
Analytics at the Real-Time Speed of Business: Spark Summit East talk by Manis...Analytics at the Real-Time Speed of Business: Spark Summit East talk by Manis...
Analytics at the Real-Time Speed of Business: Spark Summit East talk by Manis...Spark Summit
 
Modernizing Global Shared Data Analytics Platform and our Alluxio Journey
Modernizing Global Shared Data Analytics Platform and our Alluxio JourneyModernizing Global Shared Data Analytics Platform and our Alluxio Journey
Modernizing Global Shared Data Analytics Platform and our Alluxio JourneyAlluxio, Inc.
 
Simplify and Scale Data Engineering Pipelines with Delta Lake
Simplify and Scale Data Engineering Pipelines with Delta LakeSimplify and Scale Data Engineering Pipelines with Delta Lake
Simplify and Scale Data Engineering Pipelines with Delta LakeDatabricks
 
Operationalizing Machine Learning at Scale at Starbucks
Operationalizing Machine Learning at Scale at StarbucksOperationalizing Machine Learning at Scale at Starbucks
Operationalizing Machine Learning at Scale at StarbucksDatabricks
 

Was ist angesagt? (20)

Bleeding Edge Databases
Bleeding Edge DatabasesBleeding Edge Databases
Bleeding Edge Databases
 
Datalab 101 (Hadoop, Spark, ElasticSearch) par Jonathan Winandy - Paris Spark...
Datalab 101 (Hadoop, Spark, ElasticSearch) par Jonathan Winandy - Paris Spark...Datalab 101 (Hadoop, Spark, ElasticSearch) par Jonathan Winandy - Paris Spark...
Datalab 101 (Hadoop, Spark, ElasticSearch) par Jonathan Winandy - Paris Spark...
 
Databricks + Snowflake: Catalyzing Data and AI Initiatives
Databricks + Snowflake: Catalyzing Data and AI InitiativesDatabricks + Snowflake: Catalyzing Data and AI Initiatives
Databricks + Snowflake: Catalyzing Data and AI Initiatives
 
Data pipeline and data lake for autonomous driving
Data pipeline and data lake for autonomous drivingData pipeline and data lake for autonomous driving
Data pipeline and data lake for autonomous driving
 
IBM Cloud Day January 2021 - A well architected data lake
IBM Cloud Day January 2021 - A well architected data lakeIBM Cloud Day January 2021 - A well architected data lake
IBM Cloud Day January 2021 - A well architected data lake
 
Unified Data Analytics: Helping Data Teams Solve the World’s Toughest Problems
Unified Data Analytics: Helping Data Teams Solve the World’s Toughest ProblemsUnified Data Analytics: Helping Data Teams Solve the World’s Toughest Problems
Unified Data Analytics: Helping Data Teams Solve the World’s Toughest Problems
 
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
Virtualizing Analytics with Apache Spark: Keynote by Arsalan Tavakoli
 
Finding new Customers using D&B and Excel Power Query
Finding new Customers using D&B and Excel Power QueryFinding new Customers using D&B and Excel Power Query
Finding new Customers using D&B and Excel Power Query
 
Azure Databricks—Apache Spark as a Service with Sascha Dittmann
Azure Databricks—Apache Spark as a Service with Sascha DittmannAzure Databricks—Apache Spark as a Service with Sascha Dittmann
Azure Databricks—Apache Spark as a Service with Sascha Dittmann
 
Modern Data architecture Design
Modern Data architecture DesignModern Data architecture Design
Modern Data architecture Design
 
Streaming 4 billion Messages per day. Lessons Learned.
Streaming 4 billion Messages per day. Lessons Learned.Streaming 4 billion Messages per day. Lessons Learned.
Streaming 4 billion Messages per day. Lessons Learned.
 
Machine Learning on the Microsoft Stack
Machine Learning on the Microsoft StackMachine Learning on the Microsoft Stack
Machine Learning on the Microsoft Stack
 
Clinical Suspecting at Scale Using PySpark
Clinical Suspecting at Scale Using PySparkClinical Suspecting at Scale Using PySpark
Clinical Suspecting at Scale Using PySpark
 
Building Data Lakes with Apache Airflow
Building Data Lakes with Apache AirflowBuilding Data Lakes with Apache Airflow
Building Data Lakes with Apache Airflow
 
Analytics at the Real-Time Speed of Business: Spark Summit East talk by Manis...
Analytics at the Real-Time Speed of Business: Spark Summit East talk by Manis...Analytics at the Real-Time Speed of Business: Spark Summit East talk by Manis...
Analytics at the Real-Time Speed of Business: Spark Summit East talk by Manis...
 
Introduction to Hivemall
Introduction to HivemallIntroduction to Hivemall
Introduction to Hivemall
 
Marketing vs Technology
Marketing vs TechnologyMarketing vs Technology
Marketing vs Technology
 
Modernizing Global Shared Data Analytics Platform and our Alluxio Journey
Modernizing Global Shared Data Analytics Platform and our Alluxio JourneyModernizing Global Shared Data Analytics Platform and our Alluxio Journey
Modernizing Global Shared Data Analytics Platform and our Alluxio Journey
 
Simplify and Scale Data Engineering Pipelines with Delta Lake
Simplify and Scale Data Engineering Pipelines with Delta LakeSimplify and Scale Data Engineering Pipelines with Delta Lake
Simplify and Scale Data Engineering Pipelines with Delta Lake
 
Operationalizing Machine Learning at Scale at Starbucks
Operationalizing Machine Learning at Scale at StarbucksOperationalizing Machine Learning at Scale at Starbucks
Operationalizing Machine Learning at Scale at Starbucks
 

Ähnlich wie Stargate, the gateway for some multi-models data API

GSJUG: Mastering Data Streaming Pipelines 09May2023
GSJUG: Mastering Data Streaming Pipelines 09May2023GSJUG: Mastering Data Streaming Pipelines 09May2023
GSJUG: Mastering Data Streaming Pipelines 09May2023Timothy Spann
 
Presto talk @ Global AI conference 2018 Boston
Presto talk @ Global AI conference 2018 BostonPresto talk @ Global AI conference 2018 Boston
Presto talk @ Global AI conference 2018 Bostonkbajda
 
Lessons from Building Large-Scale, Multi-Cloud, SaaS Software at Databricks
Lessons from Building Large-Scale, Multi-Cloud, SaaS Software at DatabricksLessons from Building Large-Scale, Multi-Cloud, SaaS Software at Databricks
Lessons from Building Large-Scale, Multi-Cloud, SaaS Software at DatabricksDatabricks
 
What's New in Upcoming Apache Spark 2.3
What's New in Upcoming Apache Spark 2.3What's New in Upcoming Apache Spark 2.3
What's New in Upcoming Apache Spark 2.3Databricks
 
Building a Pluggable Analytics Stack with Cassandra (Jim Peregord, Element Co...
Building a Pluggable Analytics Stack with Cassandra (Jim Peregord, Element Co...Building a Pluggable Analytics Stack with Cassandra (Jim Peregord, Element Co...
Building a Pluggable Analytics Stack with Cassandra (Jim Peregord, Element Co...DataStax
 
Time Series Analytics Azure ADX
Time Series Analytics Azure ADXTime Series Analytics Azure ADX
Time Series Analytics Azure ADXRiccardo Zamana
 
Azure Data.pptx
Azure Data.pptxAzure Data.pptx
Azure Data.pptxFedoRam1
 
Spark Streaming with Azure Databricks
Spark Streaming with Azure DatabricksSpark Streaming with Azure Databricks
Spark Streaming with Azure DatabricksDustin Vannoy
 
2018 02-08-what's-new-in-apache-spark-2.3
2018 02-08-what's-new-in-apache-spark-2.3 2018 02-08-what's-new-in-apache-spark-2.3
2018 02-08-what's-new-in-apache-spark-2.3 Chester Chen
 
By Popular Demand: The Rise of Elastic SQL
By Popular Demand: The Rise of Elastic SQLBy Popular Demand: The Rise of Elastic SQL
By Popular Demand: The Rise of Elastic SQLNuoDB
 
What is the Oracle PaaS Cloud for Developers (Oracle Cloud Day, The Netherlan...
What is the Oracle PaaS Cloud for Developers (Oracle Cloud Day, The Netherlan...What is the Oracle PaaS Cloud for Developers (Oracle Cloud Day, The Netherlan...
What is the Oracle PaaS Cloud for Developers (Oracle Cloud Day, The Netherlan...Lucas Jellema
 
Big data journey to the cloud 5.30.18 asher bartch
Big data journey to the cloud 5.30.18   asher bartchBig data journey to the cloud 5.30.18   asher bartch
Big data journey to the cloud 5.30.18 asher bartchCloudera, Inc.
 
Solving Enterprise Data Challenges with Apache Arrow
Solving Enterprise Data Challenges with Apache ArrowSolving Enterprise Data Challenges with Apache Arrow
Solving Enterprise Data Challenges with Apache ArrowWes McKinney
 
Scaling up with Cisco Big Data: Data + Science = Data Science
Scaling up with Cisco Big Data: Data + Science = Data ScienceScaling up with Cisco Big Data: Data + Science = Data Science
Scaling up with Cisco Big Data: Data + Science = Data ScienceeRic Choo
 
Jump Start with Apache Spark 2.0 on Databricks
Jump Start with Apache Spark 2.0 on DatabricksJump Start with Apache Spark 2.0 on Databricks
Jump Start with Apache Spark 2.0 on DatabricksDatabricks
 
Presto @ Zalando - Big Data Tech Warsaw 2020
Presto @ Zalando - Big Data Tech Warsaw 2020Presto @ Zalando - Big Data Tech Warsaw 2020
Presto @ Zalando - Big Data Tech Warsaw 2020Piotr Findeisen
 
Spark + AI Summit 2020 イベント概要
Spark + AI Summit 2020 イベント概要Spark + AI Summit 2020 イベント概要
Spark + AI Summit 2020 イベント概要Paulo Gutierrez
 
Azure Days 2019: Business Intelligence auf Azure (Marco Amhof & Yves Mauron)
Azure Days 2019: Business Intelligence auf Azure (Marco Amhof & Yves Mauron)Azure Days 2019: Business Intelligence auf Azure (Marco Amhof & Yves Mauron)
Azure Days 2019: Business Intelligence auf Azure (Marco Amhof & Yves Mauron)Trivadis
 

Ähnlich wie Stargate, the gateway for some multi-models data API (20)

GSJUG: Mastering Data Streaming Pipelines 09May2023
GSJUG: Mastering Data Streaming Pipelines 09May2023GSJUG: Mastering Data Streaming Pipelines 09May2023
GSJUG: Mastering Data Streaming Pipelines 09May2023
 
Presto talk @ Global AI conference 2018 Boston
Presto talk @ Global AI conference 2018 BostonPresto talk @ Global AI conference 2018 Boston
Presto talk @ Global AI conference 2018 Boston
 
Lessons from Building Large-Scale, Multi-Cloud, SaaS Software at Databricks
Lessons from Building Large-Scale, Multi-Cloud, SaaS Software at DatabricksLessons from Building Large-Scale, Multi-Cloud, SaaS Software at Databricks
Lessons from Building Large-Scale, Multi-Cloud, SaaS Software at Databricks
 
What's New in Upcoming Apache Spark 2.3
What's New in Upcoming Apache Spark 2.3What's New in Upcoming Apache Spark 2.3
What's New in Upcoming Apache Spark 2.3
 
Building a Pluggable Analytics Stack with Cassandra (Jim Peregord, Element Co...
Building a Pluggable Analytics Stack with Cassandra (Jim Peregord, Element Co...Building a Pluggable Analytics Stack with Cassandra (Jim Peregord, Element Co...
Building a Pluggable Analytics Stack with Cassandra (Jim Peregord, Element Co...
 
Time Series Analytics Azure ADX
Time Series Analytics Azure ADXTime Series Analytics Azure ADX
Time Series Analytics Azure ADX
 
Azure Data.pptx
Azure Data.pptxAzure Data.pptx
Azure Data.pptx
 
Spark Streaming with Azure Databricks
Spark Streaming with Azure DatabricksSpark Streaming with Azure Databricks
Spark Streaming with Azure Databricks
 
2018 02-08-what's-new-in-apache-spark-2.3
2018 02-08-what's-new-in-apache-spark-2.3 2018 02-08-what's-new-in-apache-spark-2.3
2018 02-08-what's-new-in-apache-spark-2.3
 
By Popular Demand: The Rise of Elastic SQL
By Popular Demand: The Rise of Elastic SQLBy Popular Demand: The Rise of Elastic SQL
By Popular Demand: The Rise of Elastic SQL
 
Dev Ops Training
Dev Ops TrainingDev Ops Training
Dev Ops Training
 
What is the Oracle PaaS Cloud for Developers (Oracle Cloud Day, The Netherlan...
What is the Oracle PaaS Cloud for Developers (Oracle Cloud Day, The Netherlan...What is the Oracle PaaS Cloud for Developers (Oracle Cloud Day, The Netherlan...
What is the Oracle PaaS Cloud for Developers (Oracle Cloud Day, The Netherlan...
 
Big data journey to the cloud 5.30.18 asher bartch
Big data journey to the cloud 5.30.18   asher bartchBig data journey to the cloud 5.30.18   asher bartch
Big data journey to the cloud 5.30.18 asher bartch
 
Solving Enterprise Data Challenges with Apache Arrow
Solving Enterprise Data Challenges with Apache ArrowSolving Enterprise Data Challenges with Apache Arrow
Solving Enterprise Data Challenges with Apache Arrow
 
Scaling up with Cisco Big Data: Data + Science = Data Science
Scaling up with Cisco Big Data: Data + Science = Data ScienceScaling up with Cisco Big Data: Data + Science = Data Science
Scaling up with Cisco Big Data: Data + Science = Data Science
 
Jump Start with Apache Spark 2.0 on Databricks
Jump Start with Apache Spark 2.0 on DatabricksJump Start with Apache Spark 2.0 on Databricks
Jump Start with Apache Spark 2.0 on Databricks
 
Presto @ Zalando - Big Data Tech Warsaw 2020
Presto @ Zalando - Big Data Tech Warsaw 2020Presto @ Zalando - Big Data Tech Warsaw 2020
Presto @ Zalando - Big Data Tech Warsaw 2020
 
Spark + AI Summit 2020 イベント概要
Spark + AI Summit 2020 イベント概要Spark + AI Summit 2020 イベント概要
Spark + AI Summit 2020 イベント概要
 
Azure Days 2019: Business Intelligence auf Azure (Marco Amhof & Yves Mauron)
Azure Days 2019: Business Intelligence auf Azure (Marco Amhof & Yves Mauron)Azure Days 2019: Business Intelligence auf Azure (Marco Amhof & Yves Mauron)
Azure Days 2019: Business Intelligence auf Azure (Marco Amhof & Yves Mauron)
 
Kubernetes on DC/OS
Kubernetes on DC/OSKubernetes on DC/OS
Kubernetes on DC/OS
 

Mehr von Data Con LA

Data Con LA 2022 Keynotes
Data Con LA 2022 KeynotesData Con LA 2022 Keynotes
Data Con LA 2022 KeynotesData Con LA
 
Data Con LA 2022 Keynotes
Data Con LA 2022 KeynotesData Con LA 2022 Keynotes
Data Con LA 2022 KeynotesData Con LA
 
Data Con LA 2022 Keynote
Data Con LA 2022 KeynoteData Con LA 2022 Keynote
Data Con LA 2022 KeynoteData Con LA
 
Data Con LA 2022 - Startup Showcase
Data Con LA 2022 - Startup ShowcaseData Con LA 2022 - Startup Showcase
Data Con LA 2022 - Startup ShowcaseData Con LA
 
Data Con LA 2022 Keynote
Data Con LA 2022 KeynoteData Con LA 2022 Keynote
Data Con LA 2022 KeynoteData Con LA
 
Data Con LA 2022 - Using Google trends data to build product recommendations
Data Con LA 2022 - Using Google trends data to build product recommendationsData Con LA 2022 - Using Google trends data to build product recommendations
Data Con LA 2022 - Using Google trends data to build product recommendationsData Con LA
 
Data Con LA 2022 - AI Ethics
Data Con LA 2022 - AI EthicsData Con LA 2022 - AI Ethics
Data Con LA 2022 - AI EthicsData Con LA
 
Data Con LA 2022 - Improving disaster response with machine learning
Data Con LA 2022 - Improving disaster response with machine learningData Con LA 2022 - Improving disaster response with machine learning
Data Con LA 2022 - Improving disaster response with machine learningData Con LA
 
Data Con LA 2022 - What's new with MongoDB 6.0 and Atlas
Data Con LA 2022 - What's new with MongoDB 6.0 and AtlasData Con LA 2022 - What's new with MongoDB 6.0 and Atlas
Data Con LA 2022 - What's new with MongoDB 6.0 and AtlasData Con LA
 
Data Con LA 2022 - Real world consumer segmentation
Data Con LA 2022 - Real world consumer segmentationData Con LA 2022 - Real world consumer segmentation
Data Con LA 2022 - Real world consumer segmentationData Con LA
 
Data Con LA 2022 - Modernizing Analytics & AI for today's needs: Intuit Turbo...
Data Con LA 2022 - Modernizing Analytics & AI for today's needs: Intuit Turbo...Data Con LA 2022 - Modernizing Analytics & AI for today's needs: Intuit Turbo...
Data Con LA 2022 - Modernizing Analytics & AI for today's needs: Intuit Turbo...Data Con LA
 
Data Con LA 2022 - Moving Data at Scale to AWS
Data Con LA 2022 - Moving Data at Scale to AWSData Con LA 2022 - Moving Data at Scale to AWS
Data Con LA 2022 - Moving Data at Scale to AWSData Con LA
 
Data Con LA 2022 - Collaborative Data Exploration using Conversational AI
Data Con LA 2022 - Collaborative Data Exploration using Conversational AIData Con LA 2022 - Collaborative Data Exploration using Conversational AI
Data Con LA 2022 - Collaborative Data Exploration using Conversational AIData Con LA
 
Data Con LA 2022 - Why Database Modernization Makes Your Data Decisions More ...
Data Con LA 2022 - Why Database Modernization Makes Your Data Decisions More ...Data Con LA 2022 - Why Database Modernization Makes Your Data Decisions More ...
Data Con LA 2022 - Why Database Modernization Makes Your Data Decisions More ...Data Con LA
 
Data Con LA 2022 - Intro to Data Science
Data Con LA 2022 - Intro to Data ScienceData Con LA 2022 - Intro to Data Science
Data Con LA 2022 - Intro to Data ScienceData Con LA
 
Data Con LA 2022 - How are NFTs and DeFi Changing Entertainment
Data Con LA 2022 - How are NFTs and DeFi Changing EntertainmentData Con LA 2022 - How are NFTs and DeFi Changing Entertainment
Data Con LA 2022 - How are NFTs and DeFi Changing EntertainmentData Con LA
 
Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...
Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...
Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...Data Con LA
 
Data Con LA 2022-Perfect Viral Ad prediction of Superbowl 2022 using Tease, T...
Data Con LA 2022-Perfect Viral Ad prediction of Superbowl 2022 using Tease, T...Data Con LA 2022-Perfect Viral Ad prediction of Superbowl 2022 using Tease, T...
Data Con LA 2022-Perfect Viral Ad prediction of Superbowl 2022 using Tease, T...Data Con LA
 
Data Con LA 2022- Embedding medical journeys with machine learning to improve...
Data Con LA 2022- Embedding medical journeys with machine learning to improve...Data Con LA 2022- Embedding medical journeys with machine learning to improve...
Data Con LA 2022- Embedding medical journeys with machine learning to improve...Data Con LA
 
Data Con LA 2022 - Data Streaming with Kafka
Data Con LA 2022 - Data Streaming with KafkaData Con LA 2022 - Data Streaming with Kafka
Data Con LA 2022 - Data Streaming with KafkaData Con LA
 

Mehr von Data Con LA (20)

Data Con LA 2022 Keynotes
Data Con LA 2022 KeynotesData Con LA 2022 Keynotes
Data Con LA 2022 Keynotes
 
Data Con LA 2022 Keynotes
Data Con LA 2022 KeynotesData Con LA 2022 Keynotes
Data Con LA 2022 Keynotes
 
Data Con LA 2022 Keynote
Data Con LA 2022 KeynoteData Con LA 2022 Keynote
Data Con LA 2022 Keynote
 
Data Con LA 2022 - Startup Showcase
Data Con LA 2022 - Startup ShowcaseData Con LA 2022 - Startup Showcase
Data Con LA 2022 - Startup Showcase
 
Data Con LA 2022 Keynote
Data Con LA 2022 KeynoteData Con LA 2022 Keynote
Data Con LA 2022 Keynote
 
Data Con LA 2022 - Using Google trends data to build product recommendations
Data Con LA 2022 - Using Google trends data to build product recommendationsData Con LA 2022 - Using Google trends data to build product recommendations
Data Con LA 2022 - Using Google trends data to build product recommendations
 
Data Con LA 2022 - AI Ethics
Data Con LA 2022 - AI EthicsData Con LA 2022 - AI Ethics
Data Con LA 2022 - AI Ethics
 
Data Con LA 2022 - Improving disaster response with machine learning
Data Con LA 2022 - Improving disaster response with machine learningData Con LA 2022 - Improving disaster response with machine learning
Data Con LA 2022 - Improving disaster response with machine learning
 
Data Con LA 2022 - What's new with MongoDB 6.0 and Atlas
Data Con LA 2022 - What's new with MongoDB 6.0 and AtlasData Con LA 2022 - What's new with MongoDB 6.0 and Atlas
Data Con LA 2022 - What's new with MongoDB 6.0 and Atlas
 
Data Con LA 2022 - Real world consumer segmentation
Data Con LA 2022 - Real world consumer segmentationData Con LA 2022 - Real world consumer segmentation
Data Con LA 2022 - Real world consumer segmentation
 
Data Con LA 2022 - Modernizing Analytics & AI for today's needs: Intuit Turbo...
Data Con LA 2022 - Modernizing Analytics & AI for today's needs: Intuit Turbo...Data Con LA 2022 - Modernizing Analytics & AI for today's needs: Intuit Turbo...
Data Con LA 2022 - Modernizing Analytics & AI for today's needs: Intuit Turbo...
 
Data Con LA 2022 - Moving Data at Scale to AWS
Data Con LA 2022 - Moving Data at Scale to AWSData Con LA 2022 - Moving Data at Scale to AWS
Data Con LA 2022 - Moving Data at Scale to AWS
 
Data Con LA 2022 - Collaborative Data Exploration using Conversational AI
Data Con LA 2022 - Collaborative Data Exploration using Conversational AIData Con LA 2022 - Collaborative Data Exploration using Conversational AI
Data Con LA 2022 - Collaborative Data Exploration using Conversational AI
 
Data Con LA 2022 - Why Database Modernization Makes Your Data Decisions More ...
Data Con LA 2022 - Why Database Modernization Makes Your Data Decisions More ...Data Con LA 2022 - Why Database Modernization Makes Your Data Decisions More ...
Data Con LA 2022 - Why Database Modernization Makes Your Data Decisions More ...
 
Data Con LA 2022 - Intro to Data Science
Data Con LA 2022 - Intro to Data ScienceData Con LA 2022 - Intro to Data Science
Data Con LA 2022 - Intro to Data Science
 
Data Con LA 2022 - How are NFTs and DeFi Changing Entertainment
Data Con LA 2022 - How are NFTs and DeFi Changing EntertainmentData Con LA 2022 - How are NFTs and DeFi Changing Entertainment
Data Con LA 2022 - How are NFTs and DeFi Changing Entertainment
 
Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...
Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...
Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...
 
Data Con LA 2022-Perfect Viral Ad prediction of Superbowl 2022 using Tease, T...
Data Con LA 2022-Perfect Viral Ad prediction of Superbowl 2022 using Tease, T...Data Con LA 2022-Perfect Viral Ad prediction of Superbowl 2022 using Tease, T...
Data Con LA 2022-Perfect Viral Ad prediction of Superbowl 2022 using Tease, T...
 
Data Con LA 2022- Embedding medical journeys with machine learning to improve...
Data Con LA 2022- Embedding medical journeys with machine learning to improve...Data Con LA 2022- Embedding medical journeys with machine learning to improve...
Data Con LA 2022- Embedding medical journeys with machine learning to improve...
 
Data Con LA 2022 - Data Streaming with Kafka
Data Con LA 2022 - Data Streaming with KafkaData Con LA 2022 - Data Streaming with Kafka
Data Con LA 2022 - Data Streaming with Kafka
 

Kürzlich hochgeladen

Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...gajnagarg
 
Digital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham WareDigital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham WareGraham Ware
 
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book nowVadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book nowgargpaaro
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Valters Lauzums
 
Lecture_2_Deep_Learning_Overview-newone1
Lecture_2_Deep_Learning_Overview-newone1Lecture_2_Deep_Learning_Overview-newone1
Lecture_2_Deep_Learning_Overview-newone1ranjankumarbehera14
 
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...gajnagarg
 
RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptx
RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptxRESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptx
RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptxronsairoathenadugay
 
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...Health
 
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...nirzagarg
 
Statistics notes ,it includes mean to index numbers
Statistics notes ,it includes mean to index numbersStatistics notes ,it includes mean to index numbers
Statistics notes ,it includes mean to index numberssuginr1
 
Fun all Day Call Girls in Jaipur 9332606886 High Profile Call Girls You Ca...
Fun all Day Call Girls in Jaipur   9332606886  High Profile Call Girls You Ca...Fun all Day Call Girls in Jaipur   9332606886  High Profile Call Girls You Ca...
Fun all Day Call Girls in Jaipur 9332606886 High Profile Call Girls You Ca...kumargunjan9515
 
Kings of Saudi Arabia, information about them
Kings of Saudi Arabia, information about themKings of Saudi Arabia, information about them
Kings of Saudi Arabia, information about themeitharjee
 
Reconciling Conflicting Data Curation Actions: Transparency Through Argument...
Reconciling Conflicting Data Curation Actions:  Transparency Through Argument...Reconciling Conflicting Data Curation Actions:  Transparency Through Argument...
Reconciling Conflicting Data Curation Actions: Transparency Through Argument...Bertram Ludäscher
 
Top Call Girls in Balaghat 9332606886Call Girls Advance Cash On Delivery Ser...
Top Call Girls in Balaghat  9332606886Call Girls Advance Cash On Delivery Ser...Top Call Girls in Balaghat  9332606886Call Girls Advance Cash On Delivery Ser...
Top Call Girls in Balaghat 9332606886Call Girls Advance Cash On Delivery Ser...kumargunjan9515
 
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...nirzagarg
 
Nirala Nagar / Cheap Call Girls In Lucknow Phone No 9548273370 Elite Escort S...
Nirala Nagar / Cheap Call Girls In Lucknow Phone No 9548273370 Elite Escort S...Nirala Nagar / Cheap Call Girls In Lucknow Phone No 9548273370 Elite Escort S...
Nirala Nagar / Cheap Call Girls In Lucknow Phone No 9548273370 Elite Escort S...HyderabadDolls
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Klinik kandungan
 
Computer science Sql cheat sheet.pdf.pdf
Computer science Sql cheat sheet.pdf.pdfComputer science Sql cheat sheet.pdf.pdf
Computer science Sql cheat sheet.pdf.pdfSayantanBiswas37
 
7. Epi of Chronic respiratory diseases.ppt
7. Epi of Chronic respiratory diseases.ppt7. Epi of Chronic respiratory diseases.ppt
7. Epi of Chronic respiratory diseases.pptibrahimabdi22
 

Kürzlich hochgeladen (20)

Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
Top profile Call Girls In Chandrapur [ 7014168258 ] Call Me For Genuine Model...
 
Digital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham WareDigital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham Ware
 
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book nowVadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
 
Lecture_2_Deep_Learning_Overview-newone1
Lecture_2_Deep_Learning_Overview-newone1Lecture_2_Deep_Learning_Overview-newone1
Lecture_2_Deep_Learning_Overview-newone1
 
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
 
RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptx
RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptxRESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptx
RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptx
 
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
+97470301568>>weed for sale in qatar ,weed for sale in dubai,weed for sale in...
 
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
 
Abortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get CytotecAbortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get Cytotec
 
Statistics notes ,it includes mean to index numbers
Statistics notes ,it includes mean to index numbersStatistics notes ,it includes mean to index numbers
Statistics notes ,it includes mean to index numbers
 
Fun all Day Call Girls in Jaipur 9332606886 High Profile Call Girls You Ca...
Fun all Day Call Girls in Jaipur   9332606886  High Profile Call Girls You Ca...Fun all Day Call Girls in Jaipur   9332606886  High Profile Call Girls You Ca...
Fun all Day Call Girls in Jaipur 9332606886 High Profile Call Girls You Ca...
 
Kings of Saudi Arabia, information about them
Kings of Saudi Arabia, information about themKings of Saudi Arabia, information about them
Kings of Saudi Arabia, information about them
 
Reconciling Conflicting Data Curation Actions: Transparency Through Argument...
Reconciling Conflicting Data Curation Actions:  Transparency Through Argument...Reconciling Conflicting Data Curation Actions:  Transparency Through Argument...
Reconciling Conflicting Data Curation Actions: Transparency Through Argument...
 
Top Call Girls in Balaghat 9332606886Call Girls Advance Cash On Delivery Ser...
Top Call Girls in Balaghat  9332606886Call Girls Advance Cash On Delivery Ser...Top Call Girls in Balaghat  9332606886Call Girls Advance Cash On Delivery Ser...
Top Call Girls in Balaghat 9332606886Call Girls Advance Cash On Delivery Ser...
 
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...
 
Nirala Nagar / Cheap Call Girls In Lucknow Phone No 9548273370 Elite Escort S...
Nirala Nagar / Cheap Call Girls In Lucknow Phone No 9548273370 Elite Escort S...Nirala Nagar / Cheap Call Girls In Lucknow Phone No 9548273370 Elite Escort S...
Nirala Nagar / Cheap Call Girls In Lucknow Phone No 9548273370 Elite Escort S...
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
 
Computer science Sql cheat sheet.pdf.pdf
Computer science Sql cheat sheet.pdf.pdfComputer science Sql cheat sheet.pdf.pdf
Computer science Sql cheat sheet.pdf.pdf
 
7. Epi of Chronic respiratory diseases.ppt
7. Epi of Chronic respiratory diseases.ppt7. Epi of Chronic respiratory diseases.ppt
7. Epi of Chronic respiratory diseases.ppt
 

Stargate, the gateway for some multi-models data API

  • 1. Saturday 24th october – version -0.1 @clunven | Cedrick.lunvenx@datastax.com Cedrick Lunven| DataStax, Inc. The gateway for multi-models Data API
  • 2. About Me 🥑 Creator and Maintainer of FF4j  Training  Teaching  Reference applications  Support  Public Speaking
  • 3.  Academy.datastax.com  datastax.com/dev  community.datastax.com  YouTube Channel
  • 4. Agenda 4 © 2020 Datastax, Inc. All rights reserved.  Why: The rising of Data Gateways  What: Architecture and Implementations  How: Multi-models DB  Demo, talk is cheap  Who: Astra, the NEXT Generation Dbaas
  • 5. “Start with Why” Simon Sinek • Developers • Do you like learning query languages (CQL, N1QL, GQL, SQL, graphQL, cypher, gremlin….) • No. Save my JSON, give it to me back when I need it • This is why Spring Data and ORM are so used nowadays • Do you care about how your data is stored ? • Physical data model part of the interface…yike • Do you like installing and running Databases locally • and specially distributed databases © 2020 Datastax, Inc. All rights reserved.5
  • 6. “Start with Why” Simon Sinek • Ops and Databases Administrators… • Do you allow developers to execute direct queries against your DB ? • Do you like opening port range like 0-65536 to allow communications with applications, specially in the cloud. • Do you like creating dedicated project and hiring people just to create APIs to expose an existing treatment (digital transformation FTW)
  • 7. And when those 2 meet each other DB ADMINDeveloper
  • 8. Data Gateways rational Ubiquitous, API-based Consumption MICROSERVICES DEVELOPERS Developers want the option to use moden APIs and development gateways. Cassandra is a database designed for the new standard and the associated APIs that facilitate the first choice of developers.
  • 9. Agenda 9 © 2020 Datastax, Inc. All rights reserved.  Why: The rising of Data Gateways  What: Architecture and Implementations  How: Multi-models DB  Demo, talk is cheap  Who: Astra, the NEXT Generation Dbaas
  • 10. Stargate Overview An open source API framework for data Stargate makes it easy to use a database for any application workload by adding plugin support for new APIs, data types, and access methods MICROSERVICES DEVELOPERS
  • 11. Logical Architecture Integrations Kafka Spark Hadoop Snowflake Jupyter ... Spring Quarkus Stargate JSONREST GraphQL SQL GRPC StorageStorageStorage React Node.js Swift Flutter Database (Cassandra) WebSocket Events
  • 12. Separate Compute and Storage 1 2 3 46 5 Stargate Storage ClusterApplication
  • 13. API Extension and Persistence Extensions REST GraphQL KAFKA (incubating) Cassandra Document API CQL GA
  • 14. Agenda 14 © 2020 Datastax, Inc. All rights reserved.  Why: The rising of Data Gateways  What: Architecture and Implementations  How: Apache Cassandra Multi-models DB  Demo, talk is cheap  Who: Astra, the NEXT Generation Dbaas
  • 16. Agenda 16 © 2020 Datastax, Inc. All rights reserved.  Why: The rising of Data Gateways  What: Architecture and Implementations  How: Multi-models DB  Demo, talk is cheap  Who: Astra, the NEXT Generation Dbaas
  • 17. NODE NODE NODE NODE NODE NODE NODE Apache Cassandra™ 1 Installation = 1 NODE  Capacity: ± 1TB  Throughput: 3000 Tx/sec/core Communication:  Gossiping DataCenter | Ring = NoSQL Distributed Database
  • 18. Scales Linearly • Need more capacity? • Need more throughput? • Add nodes!
  • 19. Data is Distributed Country City Habitant USA New York 8.000.000 USA Los Angeles 4.000.000 FR Paris 2.230.000 DE Berlin 3.350.000 UK London 9.200.000 AU Sydney 4.900.000 FR Toulouse 1.100.000 JP Tokyo 37.430.000 IN Mumbai 20.200.000 DE Nuremberg 500.000 CA Montreal 4.200.000 CA Toronto 6.200.000 Partition Key
  • 20. Data Distributed Everywhere 20 • Geographic Distribution • Hybrid-Cloud and Multi-Cloud On-premises
  • 22. Immediate Consistency Client Write CL = QUORUM Read CL = QUORUM Client Strongly Consistent : CL read + CL write > RF
  • 23. Understanding Use Cases High Throughput High Volume Heavy Writes Heavy Reads Event Streaming Log Analytics Internet of Things Other Time Series Mission-Critical No Data Loss Always-on Scalability Availability Distributed Cloud-native Caching Pricing Market Data Inventory Banking Retail Tracking / Logistics Customer Experience API Layer Hybrid-cloud Enterprise Data Layer Multi-cloud Modern Cloud Applications Global Presence Workload Mobility Compliance / GDPR
  • 24. Multi Model Database • Tabular (with Tables as discussed before) • Key Value (sub pattern of previous with single column) • Document − INSERT AND READ JSON with CQL but a schema is neede − Stargate document API to the rescue • TSDB − Cassandra fit the time series data models with aggregations • Graph − DataStax Enterprise integrate a graph Engines
  • 25. Agenda 25 © 2020 Datastax, Inc. All rights reserved.  Why: The rising of Data Gateways  What: Architecture and Implementations  How: Multi-models DB  Demo, talk is cheap  Who: Astra, the NEXT Generation Dbaas
  • 26. Agenda 26 © 2020 Datastax, Inc. All rights reserved.  Why: The rising of Data Gateways  What: Architecture and Implementations  How: Multi-models DB  Demo: talk is cheap  Who: Astra, the NEXT Generation Dbaas
  • 27. Introducing Astra CASSANDRA-AS-A-SERVICE Cloud-native Database-as-a- Service built on Apache Cassandra NO OPERATIONS Eliminate the overhead to install, operate, and scale Cassandra. POWERFUL APIS Out-of-the-box REST and GraphQL endpoints and browser CQL shell. CLOUD NATIVE Powered by our open-source Kubernetes Operator for Cassandra. ZERO LOCK-IN Deploy on AWS or GCP and keep compatibility with open- source Cassandra. 10 GIG FREE TIER Launch a database in the cloud with a few clicks, no credit card required.
  • 28. Simplify Application Development INSERT INTO mytable (id,name,address) VALUES (1,’Bob Smith’,’1 Main Street’) SELECT * FROM mytable WHERE id=1 UPDATE mytable SET name=’Tom Smith’ WHERE id=1 DELETE FROM mytable WHERE id=1 Familiar Language Easy Dev Tools Great Drivers
  • 29. .. And Stargate Enabled
  • 30. 30 © 2020 Datastax, Inc. All rights reserved. ENERGY MEDIA / TELECOMMUNICATIONS RETAIL / FOOD & BEVERAGE FINANCIAL SERVICES TRANSPORTATION / LOGISTICS TECHNOLOGY & IT SERVICES
  • 31. Thank You! 31 © 2020 Datastax, Inc. All rights reserved.