SlideShare a Scribd company logo
Where is my cache?
Architectural patterns for caching
microservices by example
Rafał Leszko
@RafalLeszko
Hazelcast
About me
● Cloud Software Engineer at Hazelcast
● Worked at Google and CERN
● Author of the book "Continuous Delivery
with Docker and Jenkins"
● Trainer and conference speaker
● Live in Kraków, Poland
About Hazelcast
● Distributed Company
● Open Source Software
● 140+ Employees
● Hiring (Remote)!
● Recently Raised $21M
● Products:
○ Hazelcast IMDG
○ Hazelcast Jet
○ Hazelcast Cloud
@Hazelcast
www.hazelcast.com
● Introduction
● Caching Architectural Patterns
○ Embedded
○ Embedded Distributed
○ Client-Server
○ Cloud
○ Sidecar
○ Reverse Proxy
○ Reverse Proxy Sidecar
● Summary
Agenda
Why Caching?
● Performance
○ Decrease latency
○ Reduce load
● Resilience
○ High availability
○ Lower downtime
Service 1
Service 2
v1
Service 2
v2
Service 1
Service 4
v1
Service 4
v2
Service 4
v3
Ruby
Microservice World
Service 1
Service 2
v1
Service 2
v2
Service 1
Service 4
v1
Service 4
v2
Service 4
v3
Ruby
Microservice World
cache
cache
cache
cache
Service 1
Service 2
v1
Service 2
v2
Service 1
Service 4
v1
Service 4
v2
Service 4
v3
Ruby
Microservice World cache
cache
cache
Service 1
Service 2
v1
Service 2
v2
Service 1
Service 4
v1
Service 4
v2
Service 4
v3
Ruby
Microservice World
cache
cache
cache
● Introduction ✔
● Caching Architectural Patterns
○ Embedded
○ Embedded Distributed
○ Client-Server
○ Cloud
○ Sidecar
○ Reverse Proxy
○ Reverse Proxy Sidecar
● Summary
Agenda
1. Embedded
Application
Load Balancer
Cache
Application
Cache
Request
Embedded Cache
private ConcurrentHashMap<String, String> cache =
new ConcurrentHashMap<>();
private String processRequest(String request) {
if (cache.contains(request)) {
return cache.get(request);
}
String response = process(request);
cache.put(request, response);
return response;
}
Embedded Cache (Pure Java implementation)
private ConcurrentHashMap<String, String> cache =
new ConcurrentHashMap<>();
private String processRequest(String request) {
if (cache.contains(request)) {
return cache.get(request);
}
String response = process(request);
cache.put(request, response);
return response;
}
Embedded Cache (Pure Java implementation)
● No Eviction Policies
● No Max Size Limit
(OutOfMemoryError)
● No Statistics
● No built-in Cache Loaders
● No Expiration Time
● No Notification Mechanism
Java Collection is not a Cache!
CacheBuilder.newBuilder()
.initialCapacity(300)
.expireAfterAccess(Duration.ofMinutes(10))
.maximumSize(1000)
.build();
Embedded Cache (Java libraries)
Embedded Cache (Java libraries)
CacheBuilder.newBuilder()
.initialCapacity(300)
.expireAfterAccess(Duration.ofMinutes(10))
.maximumSize(1000)
.build();
Caching Application Layer
@Service
public class BookService {
@Cacheable("books")
public String getBookNameByIsbn(String isbn) {
return findBookInSlowSource(isbn);
}
}
Caching Application Layer
@Service
public class BookService {
@Cacheable("books")
public String getBookNameByIsbn(String isbn) {
return findBookInSlowSource(isbn);
}
}
Be Careful, Spring uses ConcurrentHashMap by default!
Application
Load Balancer
Cache
Application
Cache
Request
Embedded Cache
1*. Embedded Distributed
Application
Application
Load Balancer
Cache
Cache
Request
Hazelcast
Cluster
Embedded Distributed Cache
@Configuration
public class HazelcastConfiguration {
@Bean
CacheManager cacheManager() {
return new HazelcastCacheManager(
Hazelcast.newHazelcastInstance());
}
}
Embedded Distributed Cache (Spring with Hazelcast)
Hazelcast Discovery Plugins
Hazelcast Discovery Plugins
Hazelcast Discovery Plugins
Application
Application
Load Balancer
Cache
Cache
Request
Hazelcast
Cluster
Embedded Distributed Cache
Embedded Cache
Pros Cons
● Simple configuration /
deployment
● Low-latency data access
● No separate Ops Team
needed
● Not flexible management
(scaling, backup)
● Limited to JVM-based
applications
● Data collocated with
applications
● Introduction ✔
● Caching Architectural Patterns
○ Embedded ✔
○ Embedded Distributed ✔
○ Client-Server
○ Cloud
○ Sidecar
○ Reverse Proxy
○ Reverse Proxy Sidecar
● Summary
Agenda
2. Client-Server
Application
Load Balancer
Application
Request
Cache Server
Client-Server Cache
Application
Load Balancer
Application
Request
Cache Server
Client-Server Cache
Application
Load Balancer
Application
Request
Cache Server
Client-Server Cache
Separate Management:
● backups
● (auto) scaling
● security
Ops Team
Application
Load Balancer
Application
Request
Cache Server
Client-Server Cache
Application
Load Balancer
Application
Request
Cache Server
Client-Server Cache
Client-Server Cache
Client-Server Cache
Client-Server Cache
$ ./start.sh
Starting Hazelcast Cache Server (standalone)
Client-Server Cache
Starting Hazelcast Cache Server (Kubernetes)
$ helm install hazelcast/hazelcast
Client-Server Cache
Hazelcast Client (Kubernetes):
@Configuration
public class HazelcastClientConfiguration {
@Bean
CacheManager cacheManager() {
ClientConfig clientConfig = new ClientConfig();
clientConfig.getNetworkConfig().getKubernetesConfig()
.setEnabled(true);
return new HazelcastCacheManager(HazelcastClient
.newHazelcastClient(clientConfig));
}
}
Starting Hazelcast Cache Server (Kubernetes)
$ helm install hazelcast/hazelcast
Application
Load Balancer
Application
Request
Cache Server
Client-Server Cache
Ops Team
Separate Management:
● backups
● (auto) scaling
● security
2*. Cloud
Application
Load Balancer
Application
Request
Cloud (Cache as a Service)
Application
Load Balancer
Application
Request
Cloud (Cache as a Service)
Management:
● backups
● (auto) scaling
● security
Ops Team
Application
Load Balancer
Application
Request
Cloud (Cache as a Service)
Management:
● backups
● (auto) scaling
● security
Ops Team
Application
Load Balancer
Application
Request
Cloud (Cache as a Service)
@Configuration
public class HazelcastCloudConfiguration {
@Bean
CacheManager cacheManager() {
ClientConfig clientConfig = new ClientConfig();
clientConfig.getNetworkConfig().getCloudConfig()
.setEnabled(true)
.setDiscoveryToken("KSXFDTi5HXPJGR0wRAjLgKe45tvEEhd");
clientConfig.setGroupConfig(
new GroupConfig("test-cluster", "b2f984b5dd3314"));
return new HazelcastCacheManager(
HazelcastClient.newHazelcastClient(clientConfig));
}
}
Cloud (Cache as a Service)
DEMO
cloud.hazelcast.com
Client-Server (Cloud) Cache
Pros Cons
● Data separate from
applications
● Separate management
(scaling, backup)
● Programming-language
agnostic
● Separate Ops effort
● Higher latency
● Server network requires
adjustment (same region,
same VPC)
● Introduction ✔
● Caching Architectural Patterns
○ Embedded ✔
○ Embedded Distributed ✔
○ Client-Server ✔
○ Cloud ✔
○ Sidecar
○ Reverse Proxy
○ Reverse Proxy Sidecar
● Summary
Agenda
3. Sidecar
Kubernetes Service
(Load Balancer)
Request
Hazelcast
Cluster
Kubernetes POD
Application Container
Cache Container
Application Container
Cache Container
Kubernetes POD
Sidecar Cache
Sidecar Cache
Similar to Embedded:
● the same physical machine
● the same resource pool
● scales up and down together
● no discovery needed (always localhost)
Similar to Client-Server:
● different programming language
● uses cache client to connect
● clear isolation between app and cache
@Configuration
public class HazelcastSidecarConfiguration {
@Bean
CacheManager cacheManager() {
ClientConfig clientConfig = new ClientConfig();
clientConfig.getNetworkConfig()
.addAddress("localhost:5701");
return new HazelcastCacheManager(HazelcastClient
.newHazelcastClient(clientConfig));
}
}
Sidecar Cache
Sidecar Cache
apiVersion: apps/v1
kind: Deployment
...
spec:
template:
spec:
containers:
- name: application
image: leszko/application
- name: hazelcast
image: hazelcast/hazelcast
Sidecar Cache
Pros Cons
● Simple configuration
● Programming-language
agnostic
● Low latency
● Some isolation of data and
applications
● Limited to container-based
environments
● Not flexible management
(scaling, backup)
● Data collocated with
application PODs
● Introduction ✔
● Caching Architectural Patterns
○ Embedded ✔
○ Embedded Distributed ✔
○ Client-Server ✔
○ Cloud ✔
○ Sidecar ✔
○ Reverse Proxy
○ Reverse Proxy Sidecar
● Summary
Agenda
4. Reverse Proxy
Application
Load
Balancer
Cache
Application
Request
Reverse Proxy Cache
Reverse Proxy Cache
http {
...
proxy_cache_path /data/nginx/cache
keys_zone=one:10m;
...
}
● Only for HTTP
● Not distributed
● No High Availability
● Data stored on the disk
NGINX Reverse Proxy Cache Issues
NGINX Reverse Proxy Cache Issues
● Only for HTTP
● Not distributed
● No High Availability
● Data stored on the disk
4*. Reverse Proxy Sidecar
Kubernetes Service
(Load Balancer)
Request
Hazelcast
Cluster
Kubernetes POD
Application Container
Reverse Proxy Cache
Container
Application Container
Reverse Proxy Cache
Container
Kubernetes POD
Reverse Proxy Sidecar Cache
Where is my cache? Architectural patterns for caching microservices by example
Good
Reverse Proxy Sidecar Cache
Service 1
Service 2
v1
Service 2
v2
Service 1
Service 4
v1
Service 4
v2
Service 4
v3
Ruby
Reverse Proxy Sidecar Cache
Service 1
Service 2
v1
Service 2
v2
Service 1
Service 4
v1
Service 4
v2
Service 4
v3
Ruby
Reverse Proxy Sidecar Cache
apiVersion: apps/v1
kind: Deployment
...
spec:
template:
spec:
initContainers:
- name: init-networking
image: leszko/init-networking
containers:
- name: caching-proxy
image: leszko/caching-proxy
- name: application
image: leszko/application
Reverse Proxy Sidecar Cache
Service 1
Service 2
v1
Service 2
v2
Service 1
Service 4
v1
Service 4
v2
Service 4
v3
Ruby
Where is my cache? Architectural patterns for caching microservices by example
Reverse Proxy Sidecar Cache (Istio)
Bad
Where is my cache? Architectural patterns for caching microservices by example
Reverse Proxy Cache
@CacheEvict(value = "someValue", allEntries = true)
public void evictAllCacheValues() {}
Application Cache:
Reverse Proxy Cache
@CacheEvict(value = "someValue", allEntries = true)
public void evictAllCacheValues() {}
Application Cache:
Proxy Cache:
http {
...
location / {
add_header Cache-Control public;
expires 86400;
etag on;
}
}
Reverse Proxy (Sidecar) Cache
Pros Cons
● Configuration-based (no
need to change
applications)
● Programming-language
agnostic
● Consistent with containers
and microservice world
● Difficult cache invalidation
● No mature solutions yet
● Protocol-based (e.g. works
only with HTTP)
● Introduction ✔
● Caching Architectural Patterns
○ Embedded ✔
○ Embedded Distributed ✔
○ Client-Server ✔
○ Cloud ✔
○ Sidecar ✔
○ Reverse Proxy ✔
○ Reverse Proxy Sidecar ✔
● Summary
Agenda
Summary
application-aware?
application-aware?
containers?
no
application-aware?
containers?
Reverse Proxy
no
no
application-aware?
containers?
Reverse ProxyReverse Proxy
Sidecar
no
yes no
application-aware?
containers?
Reverse ProxyReverse Proxy
Sidecar
lot of data?
security restrictions?
yes no
yes no
application-aware?
containers?
Reverse ProxyReverse Proxy
Sidecar
lot of data?
security restrictions?
language-agnostic?
containers?
yes no
yes nono
application-aware?
containers?
Reverse ProxyReverse Proxy
Sidecar
lot of data?
security restrictions?
language-agnostic?
containers?
Embedded
(Distributed)
yes no
yes no
no
no
application-aware?
containers?
Reverse ProxyReverse Proxy
Sidecar
lot of data?
security restrictions?
language-agnostic?
containers?
Embedded
(Distributed)
Sidecar
yes no
yes
yes no
no
no
application-aware?
containers?
Reverse ProxyReverse Proxy
Sidecar
lot of data?
security restrictions?
language-agnostic?
containers?
Embedded
(Distributed)
Sidecar
cloud?
yes no
yes
yes
yes no
no
no
application-aware?
containers?
Reverse ProxyReverse Proxy
Sidecar
lot of data?
security restrictions?
language-agnostic?
containers?
Embedded
(Distributed)
Sidecar
cloud?
Client-Server
yes no
yes
yes
yes no
nono
no
application-aware?
containers?
Reverse ProxyReverse Proxy
Sidecar
lot of data?
security restrictions?
language-agnostic?
containers?
Embedded
(Distributed)
Sidecar
cloud?
Client-ServerCloud
yes no
yes
yes yes
yes no
nono
no
Resources
● Hazelcast Sidecar Container Pattern:
https://hazelcast.com/blog/hazelcast-sidecar-container-pattern/
● Hazelcast Reverse Proxy Sidecar Caching Prototype:
https://github.com/leszko/caching-injector
● Caching Best Practices:
https://vladmihalcea.com/caching-best-practices/
● NGINX HTTP Reverse Proxy Caching:
https://www.nginx.com/resources/videos/best-practices-for-caching
/
Thank You!
Rafał Leszko
@RafalLeszko

More Related Content

What's hot

MySQL Cluster (NDB) - Best Practices Percona Live 2017
MySQL Cluster (NDB) - Best Practices Percona Live 2017MySQL Cluster (NDB) - Best Practices Percona Live 2017
MySQL Cluster (NDB) - Best Practices Percona Live 2017
Severalnines
 
Distributed applications using Hazelcast
Distributed applications using HazelcastDistributed applications using Hazelcast
Distributed applications using Hazelcast
Taras Matyashovsky
 
Clusternaut: Orchestrating  Percona XtraDB Cluster with Kubernetes
Clusternaut:  Orchestrating  Percona XtraDB Cluster with KubernetesClusternaut:  Orchestrating  Percona XtraDB Cluster with Kubernetes
Clusternaut: Orchestrating  Percona XtraDB Cluster with Kubernetes
Raghavendra Prabhu
 
Clusternaut: Orchestrating Percona XtraDB Cluster with Kubernetes.
Clusternaut: Orchestrating Percona XtraDB Cluster with Kubernetes.Clusternaut: Orchestrating Percona XtraDB Cluster with Kubernetes.
Clusternaut: Orchestrating Percona XtraDB Cluster with Kubernetes.
Raghavendra Prabhu
 
Scylla on Kubernetes: Introducing the Scylla Operator
Scylla on Kubernetes: Introducing the Scylla OperatorScylla on Kubernetes: Introducing the Scylla Operator
Scylla on Kubernetes: Introducing the Scylla Operator
ScyllaDB
 
In-memory No SQL- GIDS2014
In-memory No SQL- GIDS2014In-memory No SQL- GIDS2014
In-memory No SQL- GIDS2014
Hazelcast
 
Introducing the R2DBC async Java connector
Introducing the R2DBC async Java connectorIntroducing the R2DBC async Java connector
Introducing the R2DBC async Java connector
MariaDB plc
 
How we switched to columnar at SpendHQ
How we switched to columnar at SpendHQHow we switched to columnar at SpendHQ
How we switched to columnar at SpendHQ
MariaDB plc
 
Oem12c db12c and You
Oem12c db12c and YouOem12c db12c and You
Oem12c db12c and You
Bobby Curtis
 
Faster, better, stronger: The new InnoDB
Faster, better, stronger: The new InnoDBFaster, better, stronger: The new InnoDB
Faster, better, stronger: The new InnoDB
MariaDB plc
 
MariaDB und mehr - MariaDB Roadshow Summer 2014 Hamburg Berlin Frankfurt
MariaDB und mehr - MariaDB Roadshow Summer 2014 Hamburg Berlin FrankfurtMariaDB und mehr - MariaDB Roadshow Summer 2014 Hamburg Berlin Frankfurt
MariaDB und mehr - MariaDB Roadshow Summer 2014 Hamburg Berlin Frankfurt
MariaDB Corporation
 
Introducing the ultimate MariaDB cloud, SkySQL
Introducing the ultimate MariaDB cloud, SkySQLIntroducing the ultimate MariaDB cloud, SkySQL
Introducing the ultimate MariaDB cloud, SkySQL
MariaDB plc
 
From cache to in-memory data grid. Introduction to Hazelcast.
From cache to in-memory data grid. Introduction to Hazelcast.From cache to in-memory data grid. Introduction to Hazelcast.
From cache to in-memory data grid. Introduction to Hazelcast.
Taras Matyashovsky
 
How Pixid dropped Oracle and went hybrid with MariaDB
How Pixid dropped Oracle and went hybrid with MariaDBHow Pixid dropped Oracle and went hybrid with MariaDB
How Pixid dropped Oracle and went hybrid with MariaDB
MariaDB plc
 
Couchbase Singapore Meetup #2: Why Developing with Couchbase is easy !!
Couchbase Singapore Meetup #2:  Why Developing with Couchbase is easy !! Couchbase Singapore Meetup #2:  Why Developing with Couchbase is easy !!
Couchbase Singapore Meetup #2: Why Developing with Couchbase is easy !!
Karthik Babu Sekar
 
MongoDB .local Bengaluru 2019: New Encryption Capabilities in MongoDB 4.2: A ...
MongoDB .local Bengaluru 2019: New Encryption Capabilities in MongoDB 4.2: A ...MongoDB .local Bengaluru 2019: New Encryption Capabilities in MongoDB 4.2: A ...
MongoDB .local Bengaluru 2019: New Encryption Capabilities in MongoDB 4.2: A ...
MongoDB
 
What to expect from MariaDB Platform X5, part 1
What to expect from MariaDB Platform X5, part 1What to expect from MariaDB Platform X5, part 1
What to expect from MariaDB Platform X5, part 1
MariaDB plc
 
The New MariaDB Offering: MariaDB 10, MaxScale and More
The New MariaDB Offering: MariaDB 10, MaxScale and MoreThe New MariaDB Offering: MariaDB 10, MaxScale and More
The New MariaDB Offering: MariaDB 10, MaxScale and More
MariaDB Corporation
 
Redis Labs and SQL Server
Redis Labs and SQL ServerRedis Labs and SQL Server
Redis Labs and SQL Server
Lynn Langit
 
Welcome to icehouse
Welcome to icehouseWelcome to icehouse
Welcome to icehouse
Marcos García
 

What's hot (20)

MySQL Cluster (NDB) - Best Practices Percona Live 2017
MySQL Cluster (NDB) - Best Practices Percona Live 2017MySQL Cluster (NDB) - Best Practices Percona Live 2017
MySQL Cluster (NDB) - Best Practices Percona Live 2017
 
Distributed applications using Hazelcast
Distributed applications using HazelcastDistributed applications using Hazelcast
Distributed applications using Hazelcast
 
Clusternaut: Orchestrating  Percona XtraDB Cluster with Kubernetes
Clusternaut:  Orchestrating  Percona XtraDB Cluster with KubernetesClusternaut:  Orchestrating  Percona XtraDB Cluster with Kubernetes
Clusternaut: Orchestrating  Percona XtraDB Cluster with Kubernetes
 
Clusternaut: Orchestrating Percona XtraDB Cluster with Kubernetes.
Clusternaut: Orchestrating Percona XtraDB Cluster with Kubernetes.Clusternaut: Orchestrating Percona XtraDB Cluster with Kubernetes.
Clusternaut: Orchestrating Percona XtraDB Cluster with Kubernetes.
 
Scylla on Kubernetes: Introducing the Scylla Operator
Scylla on Kubernetes: Introducing the Scylla OperatorScylla on Kubernetes: Introducing the Scylla Operator
Scylla on Kubernetes: Introducing the Scylla Operator
 
In-memory No SQL- GIDS2014
In-memory No SQL- GIDS2014In-memory No SQL- GIDS2014
In-memory No SQL- GIDS2014
 
Introducing the R2DBC async Java connector
Introducing the R2DBC async Java connectorIntroducing the R2DBC async Java connector
Introducing the R2DBC async Java connector
 
How we switched to columnar at SpendHQ
How we switched to columnar at SpendHQHow we switched to columnar at SpendHQ
How we switched to columnar at SpendHQ
 
Oem12c db12c and You
Oem12c db12c and YouOem12c db12c and You
Oem12c db12c and You
 
Faster, better, stronger: The new InnoDB
Faster, better, stronger: The new InnoDBFaster, better, stronger: The new InnoDB
Faster, better, stronger: The new InnoDB
 
MariaDB und mehr - MariaDB Roadshow Summer 2014 Hamburg Berlin Frankfurt
MariaDB und mehr - MariaDB Roadshow Summer 2014 Hamburg Berlin FrankfurtMariaDB und mehr - MariaDB Roadshow Summer 2014 Hamburg Berlin Frankfurt
MariaDB und mehr - MariaDB Roadshow Summer 2014 Hamburg Berlin Frankfurt
 
Introducing the ultimate MariaDB cloud, SkySQL
Introducing the ultimate MariaDB cloud, SkySQLIntroducing the ultimate MariaDB cloud, SkySQL
Introducing the ultimate MariaDB cloud, SkySQL
 
From cache to in-memory data grid. Introduction to Hazelcast.
From cache to in-memory data grid. Introduction to Hazelcast.From cache to in-memory data grid. Introduction to Hazelcast.
From cache to in-memory data grid. Introduction to Hazelcast.
 
How Pixid dropped Oracle and went hybrid with MariaDB
How Pixid dropped Oracle and went hybrid with MariaDBHow Pixid dropped Oracle and went hybrid with MariaDB
How Pixid dropped Oracle and went hybrid with MariaDB
 
Couchbase Singapore Meetup #2: Why Developing with Couchbase is easy !!
Couchbase Singapore Meetup #2:  Why Developing with Couchbase is easy !! Couchbase Singapore Meetup #2:  Why Developing with Couchbase is easy !!
Couchbase Singapore Meetup #2: Why Developing with Couchbase is easy !!
 
MongoDB .local Bengaluru 2019: New Encryption Capabilities in MongoDB 4.2: A ...
MongoDB .local Bengaluru 2019: New Encryption Capabilities in MongoDB 4.2: A ...MongoDB .local Bengaluru 2019: New Encryption Capabilities in MongoDB 4.2: A ...
MongoDB .local Bengaluru 2019: New Encryption Capabilities in MongoDB 4.2: A ...
 
What to expect from MariaDB Platform X5, part 1
What to expect from MariaDB Platform X5, part 1What to expect from MariaDB Platform X5, part 1
What to expect from MariaDB Platform X5, part 1
 
The New MariaDB Offering: MariaDB 10, MaxScale and More
The New MariaDB Offering: MariaDB 10, MaxScale and MoreThe New MariaDB Offering: MariaDB 10, MaxScale and More
The New MariaDB Offering: MariaDB 10, MaxScale and More
 
Redis Labs and SQL Server
Redis Labs and SQL ServerRedis Labs and SQL Server
Redis Labs and SQL Server
 
Welcome to icehouse
Welcome to icehouseWelcome to icehouse
Welcome to icehouse
 

Similar to Where is my cache? Architectural patterns for caching microservices by example

[DevopsDays India 2019] Where is my cache? Architectural patterns for caching...
[DevopsDays India 2019] Where is my cache? Architectural patterns for caching...[DevopsDays India 2019] Where is my cache? Architectural patterns for caching...
[DevopsDays India 2019] Where is my cache? Architectural patterns for caching...
Rafał Leszko
 
Architectural caching patterns for kubernetes
Architectural caching patterns for kubernetesArchitectural caching patterns for kubernetes
Architectural caching patterns for kubernetes
Rafał Leszko
 
Architectural caching patterns for kubernetes
Architectural caching patterns for kubernetesArchitectural caching patterns for kubernetes
Architectural caching patterns for kubernetes
Rafał Leszko
 
Where is my cache architectural patterns for caching microservices by example
Where is my cache architectural patterns for caching microservices by exampleWhere is my cache architectural patterns for caching microservices by example
Where is my cache architectural patterns for caching microservices by example
Rafał Leszko
 
Second Skin: Real-Time Retheming a Legacy Web Application with Diazo in the C...
Second Skin: Real-Time Retheming a Legacy Web Application with Diazo in the C...Second Skin: Real-Time Retheming a Legacy Web Application with Diazo in the C...
Second Skin: Real-Time Retheming a Legacy Web Application with Diazo in the C...
Chris Shenton
 
Making Service Deployments to AWS a breeze with Nova
Making Service Deployments to AWS a breeze with NovaMaking Service Deployments to AWS a breeze with Nova
Making Service Deployments to AWS a breeze with Nova
Gregor Heine
 
Choose the Right Container Storage for Kubernetes
Choose the Right Container Storage for KubernetesChoose the Right Container Storage for Kubernetes
Choose the Right Container Storage for Kubernetes
Yusuf Hadiwinata Sutandar
 
Coherence RoadMap 2018
Coherence RoadMap 2018Coherence RoadMap 2018
Coherence RoadMap 2018
harvraja
 
Como creamos QuestDB Cloud, un SaaS basado en Kubernetes alrededor de QuestDB...
Como creamos QuestDB Cloud, un SaaS basado en Kubernetes alrededor de QuestDB...Como creamos QuestDB Cloud, un SaaS basado en Kubernetes alrededor de QuestDB...
Como creamos QuestDB Cloud, un SaaS basado en Kubernetes alrededor de QuestDB...
javier ramirez
 
Four Ways to Improve ASP .NET Performance and Scalability
 Four Ways to Improve ASP .NET Performance and Scalability Four Ways to Improve ASP .NET Performance and Scalability
Four Ways to Improve ASP .NET Performance and Scalability
Alachisoft
 
High Performance Cloud-Native Microservices With Distributed Caching
High Performance Cloud-Native Microservices With Distributed CachingHigh Performance Cloud-Native Microservices With Distributed Caching
High Performance Cloud-Native Microservices With Distributed Caching
Mesut Celik
 
What’s new in cas 4.2
What’s new in cas 4.2 What’s new in cas 4.2
What’s new in cas 4.2
Misagh Moayyed
 
6 Months Sailing with Docker in Production
6 Months Sailing with Docker in Production 6 Months Sailing with Docker in Production
6 Months Sailing with Docker in Production
Hung Lin
 
Deep dive into OpenStack storage, Sean Cohen, Red Hat
Deep dive into OpenStack storage, Sean Cohen, Red HatDeep dive into OpenStack storage, Sean Cohen, Red Hat
Deep dive into OpenStack storage, Sean Cohen, Red Hat
Sean Cohen
 
Deep Dive into Openstack Storage, Sean Cohen, Red Hat
Deep Dive into Openstack Storage, Sean Cohen, Red HatDeep Dive into Openstack Storage, Sean Cohen, Red Hat
Deep Dive into Openstack Storage, Sean Cohen, Red Hat
Cloud Native Day Tel Aviv
 
Red Hat Storage Roadmap
Red Hat Storage RoadmapRed Hat Storage Roadmap
Red Hat Storage Roadmap
Red_Hat_Storage
 
Red Hat Storage Roadmap
Red Hat Storage RoadmapRed Hat Storage Roadmap
Red Hat Storage Roadmap
Colleen Corrice
 
Scaling PHP apps
Scaling PHP appsScaling PHP apps
Scaling PHP apps
Matteo Moretti
 
Spring Native and Spring AOT
Spring Native and Spring AOTSpring Native and Spring AOT
Spring Native and Spring AOT
VMware Tanzu
 
Veeam Webinar - Case study: building bi-directional DR
Veeam Webinar - Case study: building bi-directional DRVeeam Webinar - Case study: building bi-directional DR
Veeam Webinar - Case study: building bi-directional DR
Joep Piscaer
 

Similar to Where is my cache? Architectural patterns for caching microservices by example (20)

[DevopsDays India 2019] Where is my cache? Architectural patterns for caching...
[DevopsDays India 2019] Where is my cache? Architectural patterns for caching...[DevopsDays India 2019] Where is my cache? Architectural patterns for caching...
[DevopsDays India 2019] Where is my cache? Architectural patterns for caching...
 
Architectural caching patterns for kubernetes
Architectural caching patterns for kubernetesArchitectural caching patterns for kubernetes
Architectural caching patterns for kubernetes
 
Architectural caching patterns for kubernetes
Architectural caching patterns for kubernetesArchitectural caching patterns for kubernetes
Architectural caching patterns for kubernetes
 
Where is my cache architectural patterns for caching microservices by example
Where is my cache architectural patterns for caching microservices by exampleWhere is my cache architectural patterns for caching microservices by example
Where is my cache architectural patterns for caching microservices by example
 
Second Skin: Real-Time Retheming a Legacy Web Application with Diazo in the C...
Second Skin: Real-Time Retheming a Legacy Web Application with Diazo in the C...Second Skin: Real-Time Retheming a Legacy Web Application with Diazo in the C...
Second Skin: Real-Time Retheming a Legacy Web Application with Diazo in the C...
 
Making Service Deployments to AWS a breeze with Nova
Making Service Deployments to AWS a breeze with NovaMaking Service Deployments to AWS a breeze with Nova
Making Service Deployments to AWS a breeze with Nova
 
Choose the Right Container Storage for Kubernetes
Choose the Right Container Storage for KubernetesChoose the Right Container Storage for Kubernetes
Choose the Right Container Storage for Kubernetes
 
Coherence RoadMap 2018
Coherence RoadMap 2018Coherence RoadMap 2018
Coherence RoadMap 2018
 
Como creamos QuestDB Cloud, un SaaS basado en Kubernetes alrededor de QuestDB...
Como creamos QuestDB Cloud, un SaaS basado en Kubernetes alrededor de QuestDB...Como creamos QuestDB Cloud, un SaaS basado en Kubernetes alrededor de QuestDB...
Como creamos QuestDB Cloud, un SaaS basado en Kubernetes alrededor de QuestDB...
 
Four Ways to Improve ASP .NET Performance and Scalability
 Four Ways to Improve ASP .NET Performance and Scalability Four Ways to Improve ASP .NET Performance and Scalability
Four Ways to Improve ASP .NET Performance and Scalability
 
High Performance Cloud-Native Microservices With Distributed Caching
High Performance Cloud-Native Microservices With Distributed CachingHigh Performance Cloud-Native Microservices With Distributed Caching
High Performance Cloud-Native Microservices With Distributed Caching
 
What’s new in cas 4.2
What’s new in cas 4.2 What’s new in cas 4.2
What’s new in cas 4.2
 
6 Months Sailing with Docker in Production
6 Months Sailing with Docker in Production 6 Months Sailing with Docker in Production
6 Months Sailing with Docker in Production
 
Deep dive into OpenStack storage, Sean Cohen, Red Hat
Deep dive into OpenStack storage, Sean Cohen, Red HatDeep dive into OpenStack storage, Sean Cohen, Red Hat
Deep dive into OpenStack storage, Sean Cohen, Red Hat
 
Deep Dive into Openstack Storage, Sean Cohen, Red Hat
Deep Dive into Openstack Storage, Sean Cohen, Red HatDeep Dive into Openstack Storage, Sean Cohen, Red Hat
Deep Dive into Openstack Storage, Sean Cohen, Red Hat
 
Red Hat Storage Roadmap
Red Hat Storage RoadmapRed Hat Storage Roadmap
Red Hat Storage Roadmap
 
Red Hat Storage Roadmap
Red Hat Storage RoadmapRed Hat Storage Roadmap
Red Hat Storage Roadmap
 
Scaling PHP apps
Scaling PHP appsScaling PHP apps
Scaling PHP apps
 
Spring Native and Spring AOT
Spring Native and Spring AOTSpring Native and Spring AOT
Spring Native and Spring AOT
 
Veeam Webinar - Case study: building bi-directional DR
Veeam Webinar - Case study: building bi-directional DRVeeam Webinar - Case study: building bi-directional DR
Veeam Webinar - Case study: building bi-directional DR
 

More from Rafał Leszko

Build Your Kubernetes Operator with the Right Tool!
Build Your Kubernetes Operator with the Right Tool!Build Your Kubernetes Operator with the Right Tool!
Build Your Kubernetes Operator with the Right Tool!
Rafał Leszko
 
Mutation Testing with PIT
Mutation Testing with PITMutation Testing with PIT
Mutation Testing with PIT
Rafał Leszko
 
Distributed Locking in Kubernetes
Distributed Locking in KubernetesDistributed Locking in Kubernetes
Distributed Locking in Kubernetes
Rafał Leszko
 
Mutation testing with PIT
Mutation testing with PITMutation testing with PIT
Mutation testing with PIT
Rafał Leszko
 
Build your operator with the right tool
Build your operator with the right toolBuild your operator with the right tool
Build your operator with the right tool
Rafał Leszko
 
Where is my cache? Architectural patterns for caching microservices by example
Where is my cache? Architectural patterns for caching microservices by exampleWhere is my cache? Architectural patterns for caching microservices by example
Where is my cache? Architectural patterns for caching microservices by example
Rafał Leszko
 
Stream Processing in the Cloud - Athens Kubernetes Meetup 16.07.2019
Stream Processing in the Cloud - Athens Kubernetes Meetup 16.07.2019Stream Processing in the Cloud - Athens Kubernetes Meetup 16.07.2019
Stream Processing in the Cloud - Athens Kubernetes Meetup 16.07.2019
Rafał Leszko
 
Stream Processing with Hazelcast Jet - Voxxed Days Thessaloniki 19.11.2018
Stream Processing with Hazelcast Jet - Voxxed Days Thessaloniki 19.11.2018Stream Processing with Hazelcast Jet - Voxxed Days Thessaloniki 19.11.2018
Stream Processing with Hazelcast Jet - Voxxed Days Thessaloniki 19.11.2018
Rafał Leszko
 
Mutation Testing - Voxxed Days Cluj-Napoca 2017
Mutation Testing - Voxxed Days Cluj-Napoca 2017Mutation Testing - Voxxed Days Cluj-Napoca 2017
Mutation Testing - Voxxed Days Cluj-Napoca 2017
Rafał Leszko
 
Continuous Delivery - Voxxed Days Cluj-Napoca 2017
Continuous Delivery - Voxxed Days Cluj-Napoca 2017Continuous Delivery - Voxxed Days Cluj-Napoca 2017
Continuous Delivery - Voxxed Days Cluj-Napoca 2017
Rafał Leszko
 
Continuous Delivery - Voxxed Days Bucharest 2017
Continuous Delivery - Voxxed Days Bucharest 2017Continuous Delivery - Voxxed Days Bucharest 2017
Continuous Delivery - Voxxed Days Bucharest 2017
Rafał Leszko
 
Mutation Testing - Voxxed Days Bucharest 10.03.2017
Mutation Testing - Voxxed Days Bucharest 10.03.2017Mutation Testing - Voxxed Days Bucharest 10.03.2017
Mutation Testing - Voxxed Days Bucharest 10.03.2017
Rafał Leszko
 
Continuous Delivery - Devoxx Morocco 2016
Continuous Delivery - Devoxx Morocco 2016Continuous Delivery - Devoxx Morocco 2016
Continuous Delivery - Devoxx Morocco 2016
Rafał Leszko
 
Continuous Delivery - Voxxed Days Thessaloniki 21.10.2016
Continuous Delivery - Voxxed Days Thessaloniki 21.10.2016Continuous Delivery - Voxxed Days Thessaloniki 21.10.2016
Continuous Delivery - Voxxed Days Thessaloniki 21.10.2016
Rafał Leszko
 

More from Rafał Leszko (14)

Build Your Kubernetes Operator with the Right Tool!
Build Your Kubernetes Operator with the Right Tool!Build Your Kubernetes Operator with the Right Tool!
Build Your Kubernetes Operator with the Right Tool!
 
Mutation Testing with PIT
Mutation Testing with PITMutation Testing with PIT
Mutation Testing with PIT
 
Distributed Locking in Kubernetes
Distributed Locking in KubernetesDistributed Locking in Kubernetes
Distributed Locking in Kubernetes
 
Mutation testing with PIT
Mutation testing with PITMutation testing with PIT
Mutation testing with PIT
 
Build your operator with the right tool
Build your operator with the right toolBuild your operator with the right tool
Build your operator with the right tool
 
Where is my cache? Architectural patterns for caching microservices by example
Where is my cache? Architectural patterns for caching microservices by exampleWhere is my cache? Architectural patterns for caching microservices by example
Where is my cache? Architectural patterns for caching microservices by example
 
Stream Processing in the Cloud - Athens Kubernetes Meetup 16.07.2019
Stream Processing in the Cloud - Athens Kubernetes Meetup 16.07.2019Stream Processing in the Cloud - Athens Kubernetes Meetup 16.07.2019
Stream Processing in the Cloud - Athens Kubernetes Meetup 16.07.2019
 
Stream Processing with Hazelcast Jet - Voxxed Days Thessaloniki 19.11.2018
Stream Processing with Hazelcast Jet - Voxxed Days Thessaloniki 19.11.2018Stream Processing with Hazelcast Jet - Voxxed Days Thessaloniki 19.11.2018
Stream Processing with Hazelcast Jet - Voxxed Days Thessaloniki 19.11.2018
 
Mutation Testing - Voxxed Days Cluj-Napoca 2017
Mutation Testing - Voxxed Days Cluj-Napoca 2017Mutation Testing - Voxxed Days Cluj-Napoca 2017
Mutation Testing - Voxxed Days Cluj-Napoca 2017
 
Continuous Delivery - Voxxed Days Cluj-Napoca 2017
Continuous Delivery - Voxxed Days Cluj-Napoca 2017Continuous Delivery - Voxxed Days Cluj-Napoca 2017
Continuous Delivery - Voxxed Days Cluj-Napoca 2017
 
Continuous Delivery - Voxxed Days Bucharest 2017
Continuous Delivery - Voxxed Days Bucharest 2017Continuous Delivery - Voxxed Days Bucharest 2017
Continuous Delivery - Voxxed Days Bucharest 2017
 
Mutation Testing - Voxxed Days Bucharest 10.03.2017
Mutation Testing - Voxxed Days Bucharest 10.03.2017Mutation Testing - Voxxed Days Bucharest 10.03.2017
Mutation Testing - Voxxed Days Bucharest 10.03.2017
 
Continuous Delivery - Devoxx Morocco 2016
Continuous Delivery - Devoxx Morocco 2016Continuous Delivery - Devoxx Morocco 2016
Continuous Delivery - Devoxx Morocco 2016
 
Continuous Delivery - Voxxed Days Thessaloniki 21.10.2016
Continuous Delivery - Voxxed Days Thessaloniki 21.10.2016Continuous Delivery - Voxxed Days Thessaloniki 21.10.2016
Continuous Delivery - Voxxed Days Thessaloniki 21.10.2016
 

Recently uploaded

Russian Girls Call Mumbai 🎈🔥9930687706 🔥💋🎈 Provide Best And Top Girl Service ...
Russian Girls Call Mumbai 🎈🔥9930687706 🔥💋🎈 Provide Best And Top Girl Service ...Russian Girls Call Mumbai 🎈🔥9930687706 🔥💋🎈 Provide Best And Top Girl Service ...
Russian Girls Call Mumbai 🎈🔥9930687706 🔥💋🎈 Provide Best And Top Girl Service ...
shanihomely
 
welcome to presentation on Google Apps
welcome to   presentation on Google Appswelcome to   presentation on Google Apps
welcome to presentation on Google Apps
AsifKarimJim
 
Girls Call Jogeshwari 9967584737 Provide Best And Top Girl Service And No1 in...
Girls Call Jogeshwari 9967584737 Provide Best And Top Girl Service And No1 in...Girls Call Jogeshwari 9967584737 Provide Best And Top Girl Service And No1 in...
Girls Call Jogeshwari 9967584737 Provide Best And Top Girl Service And No1 in...
simran hot girls
 
To Avoid Mistakes When Using Online Attendance Sheets
To Avoid Mistakes When Using Online Attendance SheetsTo Avoid Mistakes When Using Online Attendance Sheets
To Avoid Mistakes When Using Online Attendance Sheets
Task Tracker
 
Independent Girls call Service Pune 000XX00000 Provide Best And Top Girl Serv...
Independent Girls call Service Pune 000XX00000 Provide Best And Top Girl Serv...Independent Girls call Service Pune 000XX00000 Provide Best And Top Girl Serv...
Independent Girls call Service Pune 000XX00000 Provide Best And Top Girl Serv...
bhumivarma35300
 
Amadeus Travel API, Amadeus Booking API, Amadeus GDS
Amadeus Travel API, Amadeus Booking API, Amadeus GDSAmadeus Travel API, Amadeus Booking API, Amadeus GDS
Amadeus Travel API, Amadeus Booking API, Amadeus GDS
aadhiyaeliza
 
NYGGS 360: A Complete ERP for Construction Innovation
NYGGS 360: A Complete ERP for Construction InnovationNYGGS 360: A Complete ERP for Construction Innovation
NYGGS 360: A Complete ERP for Construction Innovation
NYGGS Construction ERP Software
 
React Native vs Flutter - SSTech System
React Native vs Flutter  - SSTech SystemReact Native vs Flutter  - SSTech System
React Native vs Flutter - SSTech System
SSTech System
 
VVIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 i...
VVIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 i...VVIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 i...
VVIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 i...
jealousviolet
 
Celebrity Girls Call Mumbai 9930687706 Unlimited Short Providing Girls Servic...
Celebrity Girls Call Mumbai 9930687706 Unlimited Short Providing Girls Servic...Celebrity Girls Call Mumbai 9930687706 Unlimited Short Providing Girls Servic...
Celebrity Girls Call Mumbai 9930687706 Unlimited Short Providing Girls Servic...
kiara pandey
 
🚂🚘 Premium Girls Call Ranchi 🛵🚡000XX00000 💃 Choose Best And Top Girl Service...
🚂🚘 Premium Girls Call Ranchi  🛵🚡000XX00000 💃 Choose Best And Top Girl Service...🚂🚘 Premium Girls Call Ranchi  🛵🚡000XX00000 💃 Choose Best And Top Girl Service...
🚂🚘 Premium Girls Call Ranchi 🛵🚡000XX00000 💃 Choose Best And Top Girl Service...
bahubalikumar09988
 
Attendance Tracking From Paper To Digital
Attendance Tracking From Paper To DigitalAttendance Tracking From Paper To Digital
Attendance Tracking From Paper To Digital
Task Tracker
 
ERP Software Solutions Provider in Coimbatore
ERP Software Solutions Provider in CoimbatoreERP Software Solutions Provider in Coimbatore
ERP Software Solutions Provider in Coimbatore
Nextskill Technologies
 
Artificial intelligence in customer services or chatbots
Artificial intelligence  in customer services or chatbotsArtificial intelligence  in customer services or chatbots
Artificial intelligence in customer services or chatbots
kayash1656
 
Girls Call Mysore 000XX00000 Provide Best And Top Girl Service And No1 in City
Girls Call Mysore 000XX00000 Provide Best And Top Girl Service And No1 in CityGirls Call Mysore 000XX00000 Provide Best And Top Girl Service And No1 in City
Girls Call Mysore 000XX00000 Provide Best And Top Girl Service And No1 in City
neshakor5152
 
Busty Girls Call Mumbai 9930245274 Unlimited Short Providing Girls Service Av...
Busty Girls Call Mumbai 9930245274 Unlimited Short Providing Girls Service Av...Busty Girls Call Mumbai 9930245274 Unlimited Short Providing Girls Service Av...
Busty Girls Call Mumbai 9930245274 Unlimited Short Providing Girls Service Av...
revolutionary575
 
High Girls Call Chennai 000XX00000 Provide Best And Top Girl Service And No1 ...
High Girls Call Chennai 000XX00000 Provide Best And Top Girl Service And No1 ...High Girls Call Chennai 000XX00000 Provide Best And Top Girl Service And No1 ...
High Girls Call Chennai 000XX00000 Provide Best And Top Girl Service And No1 ...
singhlata50dh
 
The Ultimate Guide to Phone Spy Apps: Everything You Need to Know
The Ultimate Guide to Phone Spy Apps: Everything You Need to KnowThe Ultimate Guide to Phone Spy Apps: Everything You Need to Know
The Ultimate Guide to Phone Spy Apps: Everything You Need to Know
onemonitarsoftware
 
Maximizing Efficiency and Profitability: Optimizing Data Systems, Enhancing C...
Maximizing Efficiency and Profitability: Optimizing Data Systems, Enhancing C...Maximizing Efficiency and Profitability: Optimizing Data Systems, Enhancing C...
Maximizing Efficiency and Profitability: Optimizing Data Systems, Enhancing C...
OnePlan Solutions
 
Software development... for all? (keynote at ICSOFT'2024)
Software development... for all? (keynote at ICSOFT'2024)Software development... for all? (keynote at ICSOFT'2024)
Software development... for all? (keynote at ICSOFT'2024)
miso_uam
 

Recently uploaded (20)

Russian Girls Call Mumbai 🎈🔥9930687706 🔥💋🎈 Provide Best And Top Girl Service ...
Russian Girls Call Mumbai 🎈🔥9930687706 🔥💋🎈 Provide Best And Top Girl Service ...Russian Girls Call Mumbai 🎈🔥9930687706 🔥💋🎈 Provide Best And Top Girl Service ...
Russian Girls Call Mumbai 🎈🔥9930687706 🔥💋🎈 Provide Best And Top Girl Service ...
 
welcome to presentation on Google Apps
welcome to   presentation on Google Appswelcome to   presentation on Google Apps
welcome to presentation on Google Apps
 
Girls Call Jogeshwari 9967584737 Provide Best And Top Girl Service And No1 in...
Girls Call Jogeshwari 9967584737 Provide Best And Top Girl Service And No1 in...Girls Call Jogeshwari 9967584737 Provide Best And Top Girl Service And No1 in...
Girls Call Jogeshwari 9967584737 Provide Best And Top Girl Service And No1 in...
 
To Avoid Mistakes When Using Online Attendance Sheets
To Avoid Mistakes When Using Online Attendance SheetsTo Avoid Mistakes When Using Online Attendance Sheets
To Avoid Mistakes When Using Online Attendance Sheets
 
Independent Girls call Service Pune 000XX00000 Provide Best And Top Girl Serv...
Independent Girls call Service Pune 000XX00000 Provide Best And Top Girl Serv...Independent Girls call Service Pune 000XX00000 Provide Best And Top Girl Serv...
Independent Girls call Service Pune 000XX00000 Provide Best And Top Girl Serv...
 
Amadeus Travel API, Amadeus Booking API, Amadeus GDS
Amadeus Travel API, Amadeus Booking API, Amadeus GDSAmadeus Travel API, Amadeus Booking API, Amadeus GDS
Amadeus Travel API, Amadeus Booking API, Amadeus GDS
 
NYGGS 360: A Complete ERP for Construction Innovation
NYGGS 360: A Complete ERP for Construction InnovationNYGGS 360: A Complete ERP for Construction Innovation
NYGGS 360: A Complete ERP for Construction Innovation
 
React Native vs Flutter - SSTech System
React Native vs Flutter  - SSTech SystemReact Native vs Flutter  - SSTech System
React Native vs Flutter - SSTech System
 
VVIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 i...
VVIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 i...VVIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 i...
VVIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 i...
 
Celebrity Girls Call Mumbai 9930687706 Unlimited Short Providing Girls Servic...
Celebrity Girls Call Mumbai 9930687706 Unlimited Short Providing Girls Servic...Celebrity Girls Call Mumbai 9930687706 Unlimited Short Providing Girls Servic...
Celebrity Girls Call Mumbai 9930687706 Unlimited Short Providing Girls Servic...
 
🚂🚘 Premium Girls Call Ranchi 🛵🚡000XX00000 💃 Choose Best And Top Girl Service...
🚂🚘 Premium Girls Call Ranchi  🛵🚡000XX00000 💃 Choose Best And Top Girl Service...🚂🚘 Premium Girls Call Ranchi  🛵🚡000XX00000 💃 Choose Best And Top Girl Service...
🚂🚘 Premium Girls Call Ranchi 🛵🚡000XX00000 💃 Choose Best And Top Girl Service...
 
Attendance Tracking From Paper To Digital
Attendance Tracking From Paper To DigitalAttendance Tracking From Paper To Digital
Attendance Tracking From Paper To Digital
 
ERP Software Solutions Provider in Coimbatore
ERP Software Solutions Provider in CoimbatoreERP Software Solutions Provider in Coimbatore
ERP Software Solutions Provider in Coimbatore
 
Artificial intelligence in customer services or chatbots
Artificial intelligence  in customer services or chatbotsArtificial intelligence  in customer services or chatbots
Artificial intelligence in customer services or chatbots
 
Girls Call Mysore 000XX00000 Provide Best And Top Girl Service And No1 in City
Girls Call Mysore 000XX00000 Provide Best And Top Girl Service And No1 in CityGirls Call Mysore 000XX00000 Provide Best And Top Girl Service And No1 in City
Girls Call Mysore 000XX00000 Provide Best And Top Girl Service And No1 in City
 
Busty Girls Call Mumbai 9930245274 Unlimited Short Providing Girls Service Av...
Busty Girls Call Mumbai 9930245274 Unlimited Short Providing Girls Service Av...Busty Girls Call Mumbai 9930245274 Unlimited Short Providing Girls Service Av...
Busty Girls Call Mumbai 9930245274 Unlimited Short Providing Girls Service Av...
 
High Girls Call Chennai 000XX00000 Provide Best And Top Girl Service And No1 ...
High Girls Call Chennai 000XX00000 Provide Best And Top Girl Service And No1 ...High Girls Call Chennai 000XX00000 Provide Best And Top Girl Service And No1 ...
High Girls Call Chennai 000XX00000 Provide Best And Top Girl Service And No1 ...
 
The Ultimate Guide to Phone Spy Apps: Everything You Need to Know
The Ultimate Guide to Phone Spy Apps: Everything You Need to KnowThe Ultimate Guide to Phone Spy Apps: Everything You Need to Know
The Ultimate Guide to Phone Spy Apps: Everything You Need to Know
 
Maximizing Efficiency and Profitability: Optimizing Data Systems, Enhancing C...
Maximizing Efficiency and Profitability: Optimizing Data Systems, Enhancing C...Maximizing Efficiency and Profitability: Optimizing Data Systems, Enhancing C...
Maximizing Efficiency and Profitability: Optimizing Data Systems, Enhancing C...
 
Software development... for all? (keynote at ICSOFT'2024)
Software development... for all? (keynote at ICSOFT'2024)Software development... for all? (keynote at ICSOFT'2024)
Software development... for all? (keynote at ICSOFT'2024)
 

Where is my cache? Architectural patterns for caching microservices by example