books database cassandra datastore

Give us a requirement, we’ll provide a solution: Cassandra Datastore

As a company with highly skilled people and experience in networking and ODL, Pantheon Technologies provides solutions to any problem or requirement our clients bring up. In this case, we are going to illustrate what we can do on showcasing the workflow of a project.


Identifying a need

The first step was to identify a need; one of the main issues of working with datastore is that we lose data when the Controller goes down.

book repository Cassandra datastore data, picture shows a library

Proposing a solution

Once we’ve identified the need, we start looking for possible solutions, analyzing each one’s pros and cons, looking for the best answer available. In this case, the best available solution was to replace the in-memory ODL datastore with a persistent database: the Cassandra Database.


What is Cassandra?Cassandra logo small

If you need scalability and high availability without compromising the performance, the Apache Cassandra database is the right choice for you. It is the perfect platform for mission-critical data thanks to linear scalability and proven fault tolerance on cloud infrastructure or commodity hardware. Cassandra is able of replicating across multiple datacenters and it’s best in the class. With her, your users are provided with lower latency – and you with a peace of mind, if you realize how simple surviving a regional outages is.


Defining the solution requirements

We need to define the requirements for the proposed solution: what will it do, and how, requirements from the user, etcetera… For this project, we’ve decided that the user would need to register the service at a specific prefix, pointing at a specific path on shard which the user is interested in storing. The service will be listening to any changes under this subshard, and whenever the information is updated, it will take care of transforming the information into the JSON format, and store it in Cassandra.

Cassandra datastore benefits

Implementing the solution + testing

We’ve defined the requirements and have selected the solution. We’ve identified the steps required/wanted to achieve the results expected. Based upon them, we’ve created the tasks required and have implemented them. Finally, we shall test the result. We can see some of the anticipated results in the table below.

Cassandra values

  • Rate:         Writes per second rate.
  • Duration:  Request duration in milliseconds.
  • Count:       An amount of changes applied simulated

* Benchmark, Karaf and Cassandra were running under same Virtual Machine, with 8G RAM and 4 Processors dedicated.


Use cases

We’ve identified one use case for this project, which was to have a persistent datastore. But the list of possible benefits does not end there. Given the case that we were storing the OpenFlow statistics, we could beneficiate from having that information using Spark for applying Real time data analytics & visualization on it, allowing us to react and improve our network by, for example, banning or redirecting heavy traffic. Once we have the information, everything we need is to pick up the fruit.

For more information, please feel free to contact us via

Claudio David Gasparini

Sponsoring Tokyo’s Automotive Linux Summit

Pantheon Technologies is proud to announce that we’ve become a Silver Sponsor of the Automotive Linux Summit, which will be taking place at Tokyo Conference Center Ariake from May 31 till June 2, 2017. In practice, this means more visibility for our brand plus a lot of networking potential. Which equals great potential for meeting new customers.

The Automotive Linux Summit is a one-of-a-kind event where automotive innovators meet with Linux ninjas, research & development managers and business executives. The result? Connecting developers with their peers and vendors, driving innovation towards the automotive future.

With Pantheon Technologies’ background, skills and global plans, this is a place where we naturally belong.

And we’re not going to miss the chance.

Martin Firák