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Service
Discovery In
Distributed
Systems
#OpsInit
@lihas5
@knolspeak
By:
sahil.sawhney@knoldus.in
Sahil Sawhney
Agenda
➔ Why need a distributed environment
➔ What is service discovery
➔ Why do we need service discovery
➔ Service Discovery in DCOS
➔ Service discovery in Kubernetes
➔ Conclusions and observations
Why Need A Distributed Environment
➔ ELK stack
➔ Prometheus
➔ Pager Duty
➔ Web Servers
➔ Backend Servers
➔ Databases
◆ Sql
◆ NoSql
➔ Streaming Jobs
➔ Kafka Queues
➔ Zookeeper
And Many More….
But What About …..
There Need to be a way ….
We need to answer following :
➔ What mechanism allows services to be called even with constantly
changing hosts in a distributed environment.
➔ How are these services (like microservices) communicating with
each other internally
➔ How the external request/response mechanism works in a
distributed environment
Service Discovery To The Rescue
All the questions we just raised could be answered by having a proper
service discovery mechanism.
Service discovery could be defined as a process of finding the network
location of a running service.
In case of distributed systems, the host alloted to a service are dynamic
and keeps on changing. Service discovery make sures that the dynamic
nature of application deployment does not effects the
reachability/availability of the application.
Types Of Service Discovery
Service discovery is broadly of 2 types
➔ Client Side Service Discovery
➔ Server Side Service Discovery
Client Side Service Discovery
Concluding
Advantages
➔ Except for the service registry, there are no other moving parts
➔ Intelligent custom application‑specific load‑balancing decisions
Disadvantages
➔ It couples the client with the service registry
➔ Need to implement discovery logic for each programming
language and framework used by the service clients.
Server Side Service Discovery
Concluding
Advantages
➔ Details of discovery are abstracted away from the client
➔ Clients simply make requests to the load balancer.
Disadvantages
➔ Unless the load balancer is provided by the deployment
environment, it is yet another highly available system component
that you need to set up and manage.
What is DCOS / Kubernetes All About ?
DEFINITION
A distributed system is a network that consists of autonomous computers that are
connected using a distribution middleware. They help in sharing different
resources and capabilities to provide users with a single and integrated coherent
network.
DCOS(Marathon) and Kubernetes are the the leading distributed orchestration
platforms.
Service Discovery In Kubernetes and DCOS
➔ Deployment environments such as Kubernetes and Marathon uses
server side service discovery and run a proxy on each host in the
cluster.
➔ The proxy plays the role of a server‑side discovery load balancer.
➔ In order to make a request to a service, a client routes the request via
the proxy using the host’s IP (public/master node) address and the
service’s assigned port.
➔ The proxy then transparently forwards the request to an available
service instance running somewhere in the cluster.
Implementing Service Discovery In DCOS
In DCOS service discovery / load balancing could be implemented in
following ways
DNS based Service Discovery (Used Internally in distributed cluster)
➔ Mesos DNS
➔ DCOS DNS
Load Balancing based Service Discovery
➔ External and Internal Marathon-LB
➔ Virtual IP Addresses (VIPs)
➔ Edge-LB (Enterprise)
Demo Time
Mesos DNS VS DCOS DNS
Mesos DNS
➔ All the fully qualified domain name (FQDNs) have the top level
domain (TLD) of .mesos
➔ Only master have the information about all FQDNs
➔ Not a recommended choice.
DCOS DNS
➔ All the fully qualified domain name (FQDNs) have the top level
domain (TLD) of .directory
➔ All the nodes have the information about all FQDNs
➔ Highly Available.
VIP Addresses VS External Marathon-LB
Virtual IP Addresses
➔ Used to load balance services inside the DCOS VPN
➔ Services cannot be accessed from outside the DCOS cluster
➔ Generally TCP service ports are accessed
➔ Specified via labels like VIP_0, VIP_1, etc.
External Marathon-LB
➔ Used to load balance services Outside the DCOS VPN
➔ Used to route the traffic like clients REST requests.
➔ Http and Https ports are accessed.
➔ Specified via HAPROXY_GROUP
Thank You

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Service Discovery in Distributed System with DCOS & Kubernettes. - Sahil Sawhney

  • 2. Agenda ➔ Why need a distributed environment ➔ What is service discovery ➔ Why do we need service discovery ➔ Service Discovery in DCOS ➔ Service discovery in Kubernetes ➔ Conclusions and observations
  • 3. Why Need A Distributed Environment ➔ ELK stack ➔ Prometheus ➔ Pager Duty ➔ Web Servers ➔ Backend Servers ➔ Databases ◆ Sql ◆ NoSql ➔ Streaming Jobs ➔ Kafka Queues ➔ Zookeeper And Many More….
  • 5. There Need to be a way …. We need to answer following : ➔ What mechanism allows services to be called even with constantly changing hosts in a distributed environment. ➔ How are these services (like microservices) communicating with each other internally ➔ How the external request/response mechanism works in a distributed environment
  • 6. Service Discovery To The Rescue All the questions we just raised could be answered by having a proper service discovery mechanism. Service discovery could be defined as a process of finding the network location of a running service. In case of distributed systems, the host alloted to a service are dynamic and keeps on changing. Service discovery make sures that the dynamic nature of application deployment does not effects the reachability/availability of the application.
  • 7. Types Of Service Discovery Service discovery is broadly of 2 types ➔ Client Side Service Discovery ➔ Server Side Service Discovery
  • 9. Concluding Advantages ➔ Except for the service registry, there are no other moving parts ➔ Intelligent custom application‑specific load‑balancing decisions Disadvantages ➔ It couples the client with the service registry ➔ Need to implement discovery logic for each programming language and framework used by the service clients.
  • 10. Server Side Service Discovery
  • 11. Concluding Advantages ➔ Details of discovery are abstracted away from the client ➔ Clients simply make requests to the load balancer. Disadvantages ➔ Unless the load balancer is provided by the deployment environment, it is yet another highly available system component that you need to set up and manage.
  • 12. What is DCOS / Kubernetes All About ? DEFINITION A distributed system is a network that consists of autonomous computers that are connected using a distribution middleware. They help in sharing different resources and capabilities to provide users with a single and integrated coherent network. DCOS(Marathon) and Kubernetes are the the leading distributed orchestration platforms.
  • 13. Service Discovery In Kubernetes and DCOS ➔ Deployment environments such as Kubernetes and Marathon uses server side service discovery and run a proxy on each host in the cluster. ➔ The proxy plays the role of a server‑side discovery load balancer. ➔ In order to make a request to a service, a client routes the request via the proxy using the host’s IP (public/master node) address and the service’s assigned port. ➔ The proxy then transparently forwards the request to an available service instance running somewhere in the cluster.
  • 14. Implementing Service Discovery In DCOS In DCOS service discovery / load balancing could be implemented in following ways DNS based Service Discovery (Used Internally in distributed cluster) ➔ Mesos DNS ➔ DCOS DNS Load Balancing based Service Discovery ➔ External and Internal Marathon-LB ➔ Virtual IP Addresses (VIPs) ➔ Edge-LB (Enterprise)
  • 16. Mesos DNS VS DCOS DNS Mesos DNS ➔ All the fully qualified domain name (FQDNs) have the top level domain (TLD) of .mesos ➔ Only master have the information about all FQDNs ➔ Not a recommended choice. DCOS DNS ➔ All the fully qualified domain name (FQDNs) have the top level domain (TLD) of .directory ➔ All the nodes have the information about all FQDNs ➔ Highly Available.
  • 17. VIP Addresses VS External Marathon-LB Virtual IP Addresses ➔ Used to load balance services inside the DCOS VPN ➔ Services cannot be accessed from outside the DCOS cluster ➔ Generally TCP service ports are accessed ➔ Specified via labels like VIP_0, VIP_1, etc. External Marathon-LB ➔ Used to load balance services Outside the DCOS VPN ➔ Used to route the traffic like clients REST requests. ➔ Http and Https ports are accessed. ➔ Specified via HAPROXY_GROUP