SlideShare ist ein Scribd-Unternehmen logo
1 von 23
1
building lightning fast apps
over CF and BOSH
2
Leading the commercial Redis market
Founded in 2011; GA in 02/2013
2,200+ paying customers; 50,000+ DBs; 100+ new
DBs/day
2nd largest contributor to open source Redis
Raised $13M - Bain/Carmel/Strategic/Angels
Offices in Santa Clara and Tel-Aviv
In a nutshell
3
Redis Cloud Memcached Cloud
Our offering
Fully-managed cloud services.
On-prem server license - soon.
3
4
Launching
Redis Labs Cluster
with BOSH
5
Why Redis ?
6
The newest NoSQL create by Salvatore Sanfilippo (@antirez)
The fastest data store available today (served entirely from
RAM)
Among the top 3 databases chosen by developers
Much more than a simple key/value - Strings, Hashes, Lists,
Sets, Sorted Set, LUA, transactions, Bits operations
Strong use cases, dynamic community, large eco-system
Redis
7
100msec =
Fast apps requirements
max E2E response time, under any
load
50msec = average Internet latency
50msec = required app response time (includes
processing & multi DB accesses)
1msec = required DB response time
The only database to meet requirement=
8
DB performance comparison
@<1msec
@<1msec
@<1msec
@<20msec
@<10-50msec
@<10-50msec
@<100msec
@<100msec
@>100msec
9
Timeline
Followers
Caching
Messaging
Geo search
Leaderboards
Job management
RT analytics
Verticals & main use cases
Online
advertising
Social Gaming Financial
Services
10
• Multi-TB in memory
• ~ 300,000 reads/sec
• ~ 5,000*N writes/sec
N - # of followers
Twitter
Every Timeline
(800 tweets per user)
is on Redis
11
• 20TB+ in memory
• ~ 6,000,000 reads/sec
• ~ 600,000 writes/sec
Weibo (Chinese Twitter)
• Counting
• Reverse cache
• Top 10 lists
• Last Index
• Relational list/Message Queue
• Fast transactions w/ LUA
12
Pinterest
Object graph:
• Per user (Sorted Set w/ timestamp as score)
 store the users followed (explicit+ implicit)
 store the user’s followers (explicit+implicit)
• Per board
 Redis Hash for storing explicit followers
 Redis Set for storing explicit unfollowers
13
Stack Overflow
Three levels of cache:
• Local cache (no persistence)
 sessions, and pending view count updates
• Site cache
 hot question id lists, users acceptance rates..
• Global cache
 Inboxes, API usage quotas, …
14
Github
• Redis is used for routing info
• Matching user repositories to server names
15
Hipchat
• Which users are in which room
• Who is online
• XMPP server balancing
16
Youporn
Most data is found in Hashes with ordered Sets used to know
what data to show
(1) ZinterStore on:
{videos:filters:release}{videos:filters:orientation:straight}
{videos:filters:categories(id)}{videos:ordering:rating}
(2) Perform a ZRANGE to get the pages we want and get the list
of video_ids back
(3) Start pipelining to get all the videos from Hashes
17
Snapchat
• 500+ instances
• 15-50TB
• Running on GCE
400M messages/day
18
Why Redis Labs ?
19
Infinite seamless scalability
True high-availability
Stable top performance
Zero management
Users choose us because..
20
We invested a lot…
• 20+ man-years spent on R&D
• 15 Redis experts on team
Optimal Redis deployment environment
• [BOSH] Bootstrapping Redis Labs cluster (over EC2)
• [Redis Labs Console] Create a plan & set CF Credentials
• [CF]: Create & bind service
• Show a working app (try.redis)
• SSO
The Demo
22
Questions ?
23
Thank You

Weitere ähnliche Inhalte

Was ist angesagt?

Azure Web App services
Azure Web App servicesAzure Web App services
Azure Web App servicesAlexey Bokov
 
Terraform for azure: the good, the bad and the ugly -
Terraform for azure: the good, the bad and the ugly - Terraform for azure: the good, the bad and the ugly -
Terraform for azure: the good, the bad and the ugly - Giulio Vian
 
RedisConf18 - Microservicesand Redis: A Match made in Heaven
RedisConf18 - Microservicesand Redis: A Match made in HeavenRedisConf18 - Microservicesand Redis: A Match made in Heaven
RedisConf18 - Microservicesand Redis: A Match made in HeavenRedis Labs
 
Data Pipeline with Docker on AWS
Data Pipeline with Docker on AWSData Pipeline with Docker on AWS
Data Pipeline with Docker on AWSAdeesh Fulay
 
Slider: Applications on YARN
Slider: Applications on YARNSlider: Applications on YARN
Slider: Applications on YARNSteve Loughran
 
Overcoming 5 Common Docker Challenges: How We Do It at RightScale
Overcoming 5 Common Docker Challenges: How We Do It at RightScaleOvercoming 5 Common Docker Challenges: How We Do It at RightScale
Overcoming 5 Common Docker Challenges: How We Do It at RightScaleRightScale
 
New Roles In The Cloud
New Roles In The CloudNew Roles In The Cloud
New Roles In The CloudSteve Loughran
 
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...HostedbyConfluent
 
Kafka On YARN (KOYA): An Open Source Initiative to integrate Kafka & YARN
Kafka On YARN (KOYA): An Open Source Initiative to integrate Kafka & YARNKafka On YARN (KOYA): An Open Source Initiative to integrate Kafka & YARN
Kafka On YARN (KOYA): An Open Source Initiative to integrate Kafka & YARNDataWorks Summit
 
Machine learning services with SQL Server 2017
Machine learning services with SQL Server 2017Machine learning services with SQL Server 2017
Machine learning services with SQL Server 2017Mark Tabladillo
 
RedisConf17 - Operationalizing Redis at Scale
RedisConf17 - Operationalizing Redis at ScaleRedisConf17 - Operationalizing Redis at Scale
RedisConf17 - Operationalizing Redis at ScaleRedis Labs
 
The Life Of a User Session
The Life Of a User SessionThe Life Of a User Session
The Life Of a User SessionRedis Labs
 
RedisConf18 - Common Redis Use Cases for Cloud Native Apps and Microservices
RedisConf18 - Common Redis Use Cases for Cloud Native Apps and MicroservicesRedisConf18 - Common Redis Use Cases for Cloud Native Apps and Microservices
RedisConf18 - Common Redis Use Cases for Cloud Native Apps and MicroservicesRedis Labs
 
TriHUG October: Apache Ranger
TriHUG October: Apache RangerTriHUG October: Apache Ranger
TriHUG October: Apache Rangertrihug
 
RedisConf17 - Redis Enterprise: Continuous Availability, Unlimited Scaling, S...
RedisConf17 - Redis Enterprise: Continuous Availability, Unlimited Scaling, S...RedisConf17 - Redis Enterprise: Continuous Availability, Unlimited Scaling, S...
RedisConf17 - Redis Enterprise: Continuous Availability, Unlimited Scaling, S...Redis Labs
 
Azure Days 2019: Infrastructure as Code auf Azure (Jonas Wanninger & Daniel H...
Azure Days 2019: Infrastructure as Code auf Azure (Jonas Wanninger & Daniel H...Azure Days 2019: Infrastructure as Code auf Azure (Jonas Wanninger & Daniel H...
Azure Days 2019: Infrastructure as Code auf Azure (Jonas Wanninger & Daniel H...Trivadis
 
Escalando Foursquare basado en Checkins y Recomendaciones
Escalando Foursquare basado en Checkins y RecomendacionesEscalando Foursquare basado en Checkins y Recomendaciones
Escalando Foursquare basado en Checkins y RecomendacionesManuel Vargas
 
Redis in a Multi Tenant Environment–High Availability, Monitoring & Much More!
Redis in a Multi Tenant Environment–High Availability, Monitoring & Much More! Redis in a Multi Tenant Environment–High Availability, Monitoring & Much More!
Redis in a Multi Tenant Environment–High Availability, Monitoring & Much More! Redis Labs
 
Counting image views using redis cluster
Counting image views using redis clusterCounting image views using redis cluster
Counting image views using redis clusterRedis Labs
 
HIgh Performance Redis- Tague Griffith, GoPro
HIgh Performance Redis- Tague Griffith, GoProHIgh Performance Redis- Tague Griffith, GoPro
HIgh Performance Redis- Tague Griffith, GoProRedis Labs
 

Was ist angesagt? (20)

Azure Web App services
Azure Web App servicesAzure Web App services
Azure Web App services
 
Terraform for azure: the good, the bad and the ugly -
Terraform for azure: the good, the bad and the ugly - Terraform for azure: the good, the bad and the ugly -
Terraform for azure: the good, the bad and the ugly -
 
RedisConf18 - Microservicesand Redis: A Match made in Heaven
RedisConf18 - Microservicesand Redis: A Match made in HeavenRedisConf18 - Microservicesand Redis: A Match made in Heaven
RedisConf18 - Microservicesand Redis: A Match made in Heaven
 
Data Pipeline with Docker on AWS
Data Pipeline with Docker on AWSData Pipeline with Docker on AWS
Data Pipeline with Docker on AWS
 
Slider: Applications on YARN
Slider: Applications on YARNSlider: Applications on YARN
Slider: Applications on YARN
 
Overcoming 5 Common Docker Challenges: How We Do It at RightScale
Overcoming 5 Common Docker Challenges: How We Do It at RightScaleOvercoming 5 Common Docker Challenges: How We Do It at RightScale
Overcoming 5 Common Docker Challenges: How We Do It at RightScale
 
New Roles In The Cloud
New Roles In The CloudNew Roles In The Cloud
New Roles In The Cloud
 
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
Tales from the four-comma club: Managing Kafka as a service at Salesforce | L...
 
Kafka On YARN (KOYA): An Open Source Initiative to integrate Kafka & YARN
Kafka On YARN (KOYA): An Open Source Initiative to integrate Kafka & YARNKafka On YARN (KOYA): An Open Source Initiative to integrate Kafka & YARN
Kafka On YARN (KOYA): An Open Source Initiative to integrate Kafka & YARN
 
Machine learning services with SQL Server 2017
Machine learning services with SQL Server 2017Machine learning services with SQL Server 2017
Machine learning services with SQL Server 2017
 
RedisConf17 - Operationalizing Redis at Scale
RedisConf17 - Operationalizing Redis at ScaleRedisConf17 - Operationalizing Redis at Scale
RedisConf17 - Operationalizing Redis at Scale
 
The Life Of a User Session
The Life Of a User SessionThe Life Of a User Session
The Life Of a User Session
 
RedisConf18 - Common Redis Use Cases for Cloud Native Apps and Microservices
RedisConf18 - Common Redis Use Cases for Cloud Native Apps and MicroservicesRedisConf18 - Common Redis Use Cases for Cloud Native Apps and Microservices
RedisConf18 - Common Redis Use Cases for Cloud Native Apps and Microservices
 
TriHUG October: Apache Ranger
TriHUG October: Apache RangerTriHUG October: Apache Ranger
TriHUG October: Apache Ranger
 
RedisConf17 - Redis Enterprise: Continuous Availability, Unlimited Scaling, S...
RedisConf17 - Redis Enterprise: Continuous Availability, Unlimited Scaling, S...RedisConf17 - Redis Enterprise: Continuous Availability, Unlimited Scaling, S...
RedisConf17 - Redis Enterprise: Continuous Availability, Unlimited Scaling, S...
 
Azure Days 2019: Infrastructure as Code auf Azure (Jonas Wanninger & Daniel H...
Azure Days 2019: Infrastructure as Code auf Azure (Jonas Wanninger & Daniel H...Azure Days 2019: Infrastructure as Code auf Azure (Jonas Wanninger & Daniel H...
Azure Days 2019: Infrastructure as Code auf Azure (Jonas Wanninger & Daniel H...
 
Escalando Foursquare basado en Checkins y Recomendaciones
Escalando Foursquare basado en Checkins y RecomendacionesEscalando Foursquare basado en Checkins y Recomendaciones
Escalando Foursquare basado en Checkins y Recomendaciones
 
Redis in a Multi Tenant Environment–High Availability, Monitoring & Much More!
Redis in a Multi Tenant Environment–High Availability, Monitoring & Much More! Redis in a Multi Tenant Environment–High Availability, Monitoring & Much More!
Redis in a Multi Tenant Environment–High Availability, Monitoring & Much More!
 
Counting image views using redis cluster
Counting image views using redis clusterCounting image views using redis cluster
Counting image views using redis cluster
 
HIgh Performance Redis- Tague Griffith, GoPro
HIgh Performance Redis- Tague Griffith, GoProHIgh Performance Redis- Tague Griffith, GoPro
HIgh Performance Redis- Tague Griffith, GoPro
 

Andere mochten auch

Cisco Network Functions Virtualization Infrastructure (NFVI)
Cisco Network Functions Virtualization Infrastructure (NFVI)Cisco Network Functions Virtualization Infrastructure (NFVI)
Cisco Network Functions Virtualization Infrastructure (NFVI)Cisco Russia
 
Introduction to Data Modeling in Cassandra
Introduction to Data Modeling in CassandraIntroduction to Data Modeling in Cassandra
Introduction to Data Modeling in CassandraJim Hatcher
 
"How overlay networks can make public clouds your global WAN" by Ryan Koop o...
 "How overlay networks can make public clouds your global WAN" by Ryan Koop o... "How overlay networks can make public clouds your global WAN" by Ryan Koop o...
"How overlay networks can make public clouds your global WAN" by Ryan Koop o...Cohesive Networks
 
Monitor all the cloud things - security monitoring for everyone
Monitor all the cloud things - security monitoring for everyoneMonitor all the cloud things - security monitoring for everyone
Monitor all the cloud things - security monitoring for everyoneDuncan Godfrey
 
Apache kafka performance(throughput) - without data loss and guaranteeing dat...
Apache kafka performance(throughput) - without data loss and guaranteeing dat...Apache kafka performance(throughput) - without data loss and guaranteeing dat...
Apache kafka performance(throughput) - without data loss and guaranteeing dat...SANG WON PARK
 
Raleigh DevDay 2017: Deep Dive on AWS Management Tools
Raleigh DevDay 2017: Deep Dive on AWS Management ToolsRaleigh DevDay 2017: Deep Dive on AWS Management Tools
Raleigh DevDay 2017: Deep Dive on AWS Management ToolsAmazon Web Services
 
AppSensor - Near Real Time Event Detection and Response
AppSensor - Near Real Time Event Detection and ResponseAppSensor - Near Real Time Event Detection and Response
AppSensor - Near Real Time Event Detection and Responsejtmelton
 
Sitios turísticos de valledupar
Sitios turísticos de valleduparSitios turísticos de valledupar
Sitios turísticos de valleduparelkin
 
Better Insights from Your Master Data - Graph Database LA Meetup
Better Insights from Your Master Data - Graph Database LA MeetupBetter Insights from Your Master Data - Graph Database LA Meetup
Better Insights from Your Master Data - Graph Database LA MeetupBenjamin Nussbaum
 
All you need to know about Orient Me
All you need to know about Orient MeAll you need to know about Orient Me
All you need to know about Orient MeLetsConnect
 
6 Million Ways To Log In Docker - NYC Docker Meetup 12/17/2014
6 Million Ways To Log In Docker - NYC Docker Meetup 12/17/20146 Million Ways To Log In Docker - NYC Docker Meetup 12/17/2014
6 Million Ways To Log In Docker - NYC Docker Meetup 12/17/2014Christian Beedgen
 
Reversing malware analysis training part3 windows pefile formatbasics
Reversing malware analysis training part3 windows pefile formatbasicsReversing malware analysis training part3 windows pefile formatbasics
Reversing malware analysis training part3 windows pefile formatbasicsCysinfo Cyber Security Community
 
Get complete visibility into containers based application environment
Get complete visibility into containers based application environmentGet complete visibility into containers based application environment
Get complete visibility into containers based application environmentAppDynamics
 
Fluentd v1.0 in a nutshell
Fluentd v1.0 in a nutshellFluentd v1.0 in a nutshell
Fluentd v1.0 in a nutshellN Masahiro
 

Andere mochten auch (20)

Cisco Network Functions Virtualization Infrastructure (NFVI)
Cisco Network Functions Virtualization Infrastructure (NFVI)Cisco Network Functions Virtualization Infrastructure (NFVI)
Cisco Network Functions Virtualization Infrastructure (NFVI)
 
IBM Containers- Bluemix
IBM Containers- BluemixIBM Containers- Bluemix
IBM Containers- Bluemix
 
Introduction to Data Modeling in Cassandra
Introduction to Data Modeling in CassandraIntroduction to Data Modeling in Cassandra
Introduction to Data Modeling in Cassandra
 
"How overlay networks can make public clouds your global WAN" by Ryan Koop o...
 "How overlay networks can make public clouds your global WAN" by Ryan Koop o... "How overlay networks can make public clouds your global WAN" by Ryan Koop o...
"How overlay networks can make public clouds your global WAN" by Ryan Koop o...
 
Monitor all the cloud things - security monitoring for everyone
Monitor all the cloud things - security monitoring for everyoneMonitor all the cloud things - security monitoring for everyone
Monitor all the cloud things - security monitoring for everyone
 
Apache kafka performance(throughput) - without data loss and guaranteeing dat...
Apache kafka performance(throughput) - without data loss and guaranteeing dat...Apache kafka performance(throughput) - without data loss and guaranteeing dat...
Apache kafka performance(throughput) - without data loss and guaranteeing dat...
 
Raleigh DevDay 2017: Deep Dive on AWS Management Tools
Raleigh DevDay 2017: Deep Dive on AWS Management ToolsRaleigh DevDay 2017: Deep Dive on AWS Management Tools
Raleigh DevDay 2017: Deep Dive on AWS Management Tools
 
What is dev ops?
What is dev ops?What is dev ops?
What is dev ops?
 
AppSensor - Near Real Time Event Detection and Response
AppSensor - Near Real Time Event Detection and ResponseAppSensor - Near Real Time Event Detection and Response
AppSensor - Near Real Time Event Detection and Response
 
Sitios turísticos de valledupar
Sitios turísticos de valleduparSitios turísticos de valledupar
Sitios turísticos de valledupar
 
Question 7
Question 7Question 7
Question 7
 
Better Insights from Your Master Data - Graph Database LA Meetup
Better Insights from Your Master Data - Graph Database LA MeetupBetter Insights from Your Master Data - Graph Database LA Meetup
Better Insights from Your Master Data - Graph Database LA Meetup
 
All you need to know about Orient Me
All you need to know about Orient MeAll you need to know about Orient Me
All you need to know about Orient Me
 
6 Million Ways To Log In Docker - NYC Docker Meetup 12/17/2014
6 Million Ways To Log In Docker - NYC Docker Meetup 12/17/20146 Million Ways To Log In Docker - NYC Docker Meetup 12/17/2014
6 Million Ways To Log In Docker - NYC Docker Meetup 12/17/2014
 
Reversing malware analysis training part3 windows pefile formatbasics
Reversing malware analysis training part3 windows pefile formatbasicsReversing malware analysis training part3 windows pefile formatbasics
Reversing malware analysis training part3 windows pefile formatbasics
 
Get complete visibility into containers based application environment
Get complete visibility into containers based application environmentGet complete visibility into containers based application environment
Get complete visibility into containers based application environment
 
Fluentd v1.0 in a nutshell
Fluentd v1.0 in a nutshellFluentd v1.0 in a nutshell
Fluentd v1.0 in a nutshell
 
Fuel cell
Fuel cellFuel cell
Fuel cell
 
Security Realism in Education
Security Realism in EducationSecurity Realism in Education
Security Realism in Education
 
Arquitecturas de microservicios - Medianet Software
Arquitecturas de microservicios   -  Medianet SoftwareArquitecturas de microservicios   -  Medianet Software
Arquitecturas de microservicios - Medianet Software
 

Ähnlich wie How to Build a High Performance Application Using Cloud Foundry and Redis (Cloud Foundry Summit 2014)

Managing 50K+ Redis Databases Over 4 Public Clouds ... with a Tiny Devops Team
Managing 50K+ Redis Databases Over 4 Public Clouds ... with a Tiny Devops TeamManaging 50K+ Redis Databases Over 4 Public Clouds ... with a Tiny Devops Team
Managing 50K+ Redis Databases Over 4 Public Clouds ... with a Tiny Devops TeamRedis Labs
 
Cost Savings at High Performance with Redis Labs and AWS
Cost Savings at High Performance with Redis Labs and AWSCost Savings at High Performance with Redis Labs and AWS
Cost Savings at High Performance with Redis Labs and AWSAmazon Web Services
 
What's New in Apache Hive 3.0?
What's New in Apache Hive 3.0?What's New in Apache Hive 3.0?
What's New in Apache Hive 3.0?DataWorks Summit
 
What's New in Apache Hive 3.0 - Tokyo
What's New in Apache Hive 3.0 - TokyoWhat's New in Apache Hive 3.0 - Tokyo
What's New in Apache Hive 3.0 - TokyoDataWorks Summit
 
Large-scale Web Apps @ Pinterest
Large-scale Web Apps @ PinterestLarge-scale Web Apps @ Pinterest
Large-scale Web Apps @ PinterestHBaseCon
 
An Apache Hive Based Data Warehouse
An Apache Hive Based Data WarehouseAn Apache Hive Based Data Warehouse
An Apache Hive Based Data WarehouseDataWorks Summit
 
Hive acid and_2.x new_features
Hive acid and_2.x new_featuresHive acid and_2.x new_features
Hive acid and_2.x new_featuresAlberto Romero
 
Hive edw-dataworks summit-eu-april-2017
Hive edw-dataworks summit-eu-april-2017Hive edw-dataworks summit-eu-april-2017
Hive edw-dataworks summit-eu-april-2017alanfgates
 
Running Production CDC Ingestion Pipelines With Balaji Varadarajan and Pritam...
Running Production CDC Ingestion Pipelines With Balaji Varadarajan and Pritam...Running Production CDC Ingestion Pipelines With Balaji Varadarajan and Pritam...
Running Production CDC Ingestion Pipelines With Balaji Varadarajan and Pritam...HostedbyConfluent
 
WEBINAR: Architectures for Digital Transformation and Next-Generation Systems...
WEBINAR: Architectures for Digital Transformation and Next-Generation Systems...WEBINAR: Architectures for Digital Transformation and Next-Generation Systems...
WEBINAR: Architectures for Digital Transformation and Next-Generation Systems...Aerospike, Inc.
 
Need for Time series Database
Need for Time series DatabaseNeed for Time series Database
Need for Time series DatabasePramit Choudhary
 
Big data processing engines, Atlanta Meetup 4/30
Big data processing engines, Atlanta Meetup 4/30Big data processing engines, Atlanta Meetup 4/30
Big data processing engines, Atlanta Meetup 4/30Ashish Narasimham
 
Fast SQL on Hadoop, really?
Fast SQL on Hadoop, really?Fast SQL on Hadoop, really?
Fast SQL on Hadoop, really?DataWorks Summit
 
(DAT407) Amazon ElastiCache: Deep Dive
(DAT407) Amazon ElastiCache: Deep Dive(DAT407) Amazon ElastiCache: Deep Dive
(DAT407) Amazon ElastiCache: Deep DiveAmazon Web Services
 
Redis and Bloom Filters - Atlanta Java Users Group 9/2014
Redis and Bloom Filters - Atlanta Java Users Group 9/2014Redis and Bloom Filters - Atlanta Java Users Group 9/2014
Redis and Bloom Filters - Atlanta Java Users Group 9/2014Christopher Curtin
 
Fosdem how you can benefit from redis, javier ramirez @ teowaki
Fosdem how you can benefit from redis, javier ramirez @ teowakiFosdem how you can benefit from redis, javier ramirez @ teowaki
Fosdem how you can benefit from redis, javier ramirez @ teowakijavier ramirez
 
HBaseConAsia2018 Track3-2: HBase at China Telecom
HBaseConAsia2018 Track3-2:  HBase at China TelecomHBaseConAsia2018 Track3-2:  HBase at China Telecom
HBaseConAsia2018 Track3-2: HBase at China TelecomMichael Stack
 
Membase Meetup 2010
Membase Meetup 2010Membase Meetup 2010
Membase Meetup 2010Membase
 
RakutenTechConf2013] [D-3_1] LeoFS - Open the New Door
RakutenTechConf2013] [D-3_1] LeoFS - Open the New DoorRakutenTechConf2013] [D-3_1] LeoFS - Open the New Door
RakutenTechConf2013] [D-3_1] LeoFS - Open the New DoorRakuten Group, Inc.
 

Ähnlich wie How to Build a High Performance Application Using Cloud Foundry and Redis (Cloud Foundry Summit 2014) (20)

Managing 50K+ Redis Databases Over 4 Public Clouds ... with a Tiny Devops Team
Managing 50K+ Redis Databases Over 4 Public Clouds ... with a Tiny Devops TeamManaging 50K+ Redis Databases Over 4 Public Clouds ... with a Tiny Devops Team
Managing 50K+ Redis Databases Over 4 Public Clouds ... with a Tiny Devops Team
 
Cost Savings at High Performance with Redis Labs and AWS
Cost Savings at High Performance with Redis Labs and AWSCost Savings at High Performance with Redis Labs and AWS
Cost Savings at High Performance with Redis Labs and AWS
 
What's New in Apache Hive 3.0?
What's New in Apache Hive 3.0?What's New in Apache Hive 3.0?
What's New in Apache Hive 3.0?
 
What's New in Apache Hive 3.0 - Tokyo
What's New in Apache Hive 3.0 - TokyoWhat's New in Apache Hive 3.0 - Tokyo
What's New in Apache Hive 3.0 - Tokyo
 
Large-scale Web Apps @ Pinterest
Large-scale Web Apps @ PinterestLarge-scale Web Apps @ Pinterest
Large-scale Web Apps @ Pinterest
 
An Apache Hive Based Data Warehouse
An Apache Hive Based Data WarehouseAn Apache Hive Based Data Warehouse
An Apache Hive Based Data Warehouse
 
Hive acid and_2.x new_features
Hive acid and_2.x new_featuresHive acid and_2.x new_features
Hive acid and_2.x new_features
 
Hive edw-dataworks summit-eu-april-2017
Hive edw-dataworks summit-eu-april-2017Hive edw-dataworks summit-eu-april-2017
Hive edw-dataworks summit-eu-april-2017
 
Running Production CDC Ingestion Pipelines With Balaji Varadarajan and Pritam...
Running Production CDC Ingestion Pipelines With Balaji Varadarajan and Pritam...Running Production CDC Ingestion Pipelines With Balaji Varadarajan and Pritam...
Running Production CDC Ingestion Pipelines With Balaji Varadarajan and Pritam...
 
WEBINAR: Architectures for Digital Transformation and Next-Generation Systems...
WEBINAR: Architectures for Digital Transformation and Next-Generation Systems...WEBINAR: Architectures for Digital Transformation and Next-Generation Systems...
WEBINAR: Architectures for Digital Transformation and Next-Generation Systems...
 
Need for Time series Database
Need for Time series DatabaseNeed for Time series Database
Need for Time series Database
 
Big data processing engines, Atlanta Meetup 4/30
Big data processing engines, Atlanta Meetup 4/30Big data processing engines, Atlanta Meetup 4/30
Big data processing engines, Atlanta Meetup 4/30
 
Fast SQL on Hadoop, really?
Fast SQL on Hadoop, really?Fast SQL on Hadoop, really?
Fast SQL on Hadoop, really?
 
(DAT407) Amazon ElastiCache: Deep Dive
(DAT407) Amazon ElastiCache: Deep Dive(DAT407) Amazon ElastiCache: Deep Dive
(DAT407) Amazon ElastiCache: Deep Dive
 
Redis and Bloom Filters - Atlanta Java Users Group 9/2014
Redis and Bloom Filters - Atlanta Java Users Group 9/2014Redis and Bloom Filters - Atlanta Java Users Group 9/2014
Redis and Bloom Filters - Atlanta Java Users Group 9/2014
 
Fosdem how you can benefit from redis, javier ramirez @ teowaki
Fosdem how you can benefit from redis, javier ramirez @ teowakiFosdem how you can benefit from redis, javier ramirez @ teowaki
Fosdem how you can benefit from redis, javier ramirez @ teowaki
 
HBaseConAsia2018 Track3-2: HBase at China Telecom
HBaseConAsia2018 Track3-2:  HBase at China TelecomHBaseConAsia2018 Track3-2:  HBase at China Telecom
HBaseConAsia2018 Track3-2: HBase at China Telecom
 
Membase Meetup 2010
Membase Meetup 2010Membase Meetup 2010
Membase Meetup 2010
 
LLAP: Sub-Second Analytical Queries in Hive
LLAP: Sub-Second Analytical Queries in HiveLLAP: Sub-Second Analytical Queries in Hive
LLAP: Sub-Second Analytical Queries in Hive
 
RakutenTechConf2013] [D-3_1] LeoFS - Open the New Door
RakutenTechConf2013] [D-3_1] LeoFS - Open the New DoorRakutenTechConf2013] [D-3_1] LeoFS - Open the New Door
RakutenTechConf2013] [D-3_1] LeoFS - Open the New Door
 

Mehr von VMware Tanzu

What AI Means For Your Product Strategy And What To Do About It
What AI Means For Your Product Strategy And What To Do About ItWhat AI Means For Your Product Strategy And What To Do About It
What AI Means For Your Product Strategy And What To Do About ItVMware Tanzu
 
Make the Right Thing the Obvious Thing at Cardinal Health 2023
Make the Right Thing the Obvious Thing at Cardinal Health 2023Make the Right Thing the Obvious Thing at Cardinal Health 2023
Make the Right Thing the Obvious Thing at Cardinal Health 2023VMware Tanzu
 
Enhancing DevEx and Simplifying Operations at Scale
Enhancing DevEx and Simplifying Operations at ScaleEnhancing DevEx and Simplifying Operations at Scale
Enhancing DevEx and Simplifying Operations at ScaleVMware Tanzu
 
Spring Update | July 2023
Spring Update | July 2023Spring Update | July 2023
Spring Update | July 2023VMware Tanzu
 
Platforms, Platform Engineering, & Platform as a Product
Platforms, Platform Engineering, & Platform as a ProductPlatforms, Platform Engineering, & Platform as a Product
Platforms, Platform Engineering, & Platform as a ProductVMware Tanzu
 
Building Cloud Ready Apps
Building Cloud Ready AppsBuilding Cloud Ready Apps
Building Cloud Ready AppsVMware Tanzu
 
Spring Boot 3 And Beyond
Spring Boot 3 And BeyondSpring Boot 3 And Beyond
Spring Boot 3 And BeyondVMware Tanzu
 
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdfSpring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdfVMware Tanzu
 
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023VMware Tanzu
 
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023VMware Tanzu
 
tanzu_developer_connect.pptx
tanzu_developer_connect.pptxtanzu_developer_connect.pptx
tanzu_developer_connect.pptxVMware Tanzu
 
Tanzu Virtual Developer Connect Workshop - French
Tanzu Virtual Developer Connect Workshop - FrenchTanzu Virtual Developer Connect Workshop - French
Tanzu Virtual Developer Connect Workshop - FrenchVMware Tanzu
 
Tanzu Developer Connect Workshop - English
Tanzu Developer Connect Workshop - EnglishTanzu Developer Connect Workshop - English
Tanzu Developer Connect Workshop - EnglishVMware Tanzu
 
Virtual Developer Connect Workshop - English
Virtual Developer Connect Workshop - EnglishVirtual Developer Connect Workshop - English
Virtual Developer Connect Workshop - EnglishVMware Tanzu
 
Tanzu Developer Connect - French
Tanzu Developer Connect - FrenchTanzu Developer Connect - French
Tanzu Developer Connect - FrenchVMware Tanzu
 
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023VMware Tanzu
 
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring BootSpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring BootVMware Tanzu
 
SpringOne Tour: The Influential Software Engineer
SpringOne Tour: The Influential Software EngineerSpringOne Tour: The Influential Software Engineer
SpringOne Tour: The Influential Software EngineerVMware Tanzu
 
SpringOne Tour: Domain-Driven Design: Theory vs Practice
SpringOne Tour: Domain-Driven Design: Theory vs PracticeSpringOne Tour: Domain-Driven Design: Theory vs Practice
SpringOne Tour: Domain-Driven Design: Theory vs PracticeVMware Tanzu
 
SpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
SpringOne Tour: Spring Recipes: A Collection of Common-Sense SolutionsSpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
SpringOne Tour: Spring Recipes: A Collection of Common-Sense SolutionsVMware Tanzu
 

Mehr von VMware Tanzu (20)

What AI Means For Your Product Strategy And What To Do About It
What AI Means For Your Product Strategy And What To Do About ItWhat AI Means For Your Product Strategy And What To Do About It
What AI Means For Your Product Strategy And What To Do About It
 
Make the Right Thing the Obvious Thing at Cardinal Health 2023
Make the Right Thing the Obvious Thing at Cardinal Health 2023Make the Right Thing the Obvious Thing at Cardinal Health 2023
Make the Right Thing the Obvious Thing at Cardinal Health 2023
 
Enhancing DevEx and Simplifying Operations at Scale
Enhancing DevEx and Simplifying Operations at ScaleEnhancing DevEx and Simplifying Operations at Scale
Enhancing DevEx and Simplifying Operations at Scale
 
Spring Update | July 2023
Spring Update | July 2023Spring Update | July 2023
Spring Update | July 2023
 
Platforms, Platform Engineering, & Platform as a Product
Platforms, Platform Engineering, & Platform as a ProductPlatforms, Platform Engineering, & Platform as a Product
Platforms, Platform Engineering, & Platform as a Product
 
Building Cloud Ready Apps
Building Cloud Ready AppsBuilding Cloud Ready Apps
Building Cloud Ready Apps
 
Spring Boot 3 And Beyond
Spring Boot 3 And BeyondSpring Boot 3 And Beyond
Spring Boot 3 And Beyond
 
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdfSpring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdf
 
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
Simplify and Scale Enterprise Apps in the Cloud | Boston 2023
 
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
Simplify and Scale Enterprise Apps in the Cloud | Seattle 2023
 
tanzu_developer_connect.pptx
tanzu_developer_connect.pptxtanzu_developer_connect.pptx
tanzu_developer_connect.pptx
 
Tanzu Virtual Developer Connect Workshop - French
Tanzu Virtual Developer Connect Workshop - FrenchTanzu Virtual Developer Connect Workshop - French
Tanzu Virtual Developer Connect Workshop - French
 
Tanzu Developer Connect Workshop - English
Tanzu Developer Connect Workshop - EnglishTanzu Developer Connect Workshop - English
Tanzu Developer Connect Workshop - English
 
Virtual Developer Connect Workshop - English
Virtual Developer Connect Workshop - EnglishVirtual Developer Connect Workshop - English
Virtual Developer Connect Workshop - English
 
Tanzu Developer Connect - French
Tanzu Developer Connect - FrenchTanzu Developer Connect - French
Tanzu Developer Connect - French
 
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023
 
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring BootSpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring Boot
 
SpringOne Tour: The Influential Software Engineer
SpringOne Tour: The Influential Software EngineerSpringOne Tour: The Influential Software Engineer
SpringOne Tour: The Influential Software Engineer
 
SpringOne Tour: Domain-Driven Design: Theory vs Practice
SpringOne Tour: Domain-Driven Design: Theory vs PracticeSpringOne Tour: Domain-Driven Design: Theory vs Practice
SpringOne Tour: Domain-Driven Design: Theory vs Practice
 
SpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
SpringOne Tour: Spring Recipes: A Collection of Common-Sense SolutionsSpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
SpringOne Tour: Spring Recipes: A Collection of Common-Sense Solutions
 

Kürzlich hochgeladen

unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rick Flair
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demoHarshalMandlekar2
 

Kürzlich hochgeladen (20)

unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demo
 

How to Build a High Performance Application Using Cloud Foundry and Redis (Cloud Foundry Summit 2014)

Hinweis der Redaktion

  1. 20 13 Cont ributer
  2. You probably ask yourself why Redis
  3. Choozen
  4. At bottom An at the top is Redis
  5. Let’s run through it quickly
  6. What are the benefits of using us You performance can vary quite a bit