Tag Archives: real-time

Rubicon.IO Uses Riak to Provide Real-Time Threat Analysis

April 9, 2014

Rubicon.IO is a threat intelligence start-up that has developed purpose built technology that delivers on the promise of Scale, Speed, and Accuracy in using Big Data. Rubicon offers real-time analytic capabilities by scouring metadata from various sources: threat feeds, social media, SIEM data, and PCAPs. It uses a purpose built HPC engine that aggregates and humanizes geospatial, TECHINT, HUMINT, and OSINT data sources. Rubicon provides the necessary context for businesses to respond to attacks appropriately in real-time – all delivered using advanced visualizations via a multi-dimensional user interface. To provide this intelligence, Rubicon needs to find and store large amounts of data and access that data in near real-time. To do this, they use Riak.

Interface

(An example of the Rubicon User Interface)

When Rubicon was first starting, they planned to use CouchDB as the original Proof of Concept. However, as they started testing CouchDB, they found that it couldn’t handle the scale of data that they needed to store and access. Its document-only model also meant that they were constantly updating documents, rather than scaling out with immutable data. Wes Brown, Founder and CTO at Rubicon, knew they needed to find something else and saw this as the perfect opportunity to finally use Riak.

“I have tested all of the NoSQL database offerings in the past and Riak was the only one that lived up to its promise,” said Wes. “All of them fell apart at some point, except for Riak. Riak is a fantastic key/value store that provides the scale and low-latency Rubicon needs.”

As mentioned, Rubicon uses an immutable data model, meaning once data is put in, it does not change. This prevents the expensive cycle of reading and then modifying writes. In Riak, Rubicon stores a key for every atomic observation or “fact.” These facts have subfields that have normalized names. This makes it very simple for Rubicon to search and index facts as needed, to return any that are related. For example, they might search for anything pertaining to a certain IP address to provide additional context to clients regarding an attack. By providing this context, it allows their clients to better understand the attack, who’s behind it, where it came from, and what the appropriate response is. All of this information is provided in real-time and they use Infiniband to provide microsecond performance.

Visualization

(A portion of the visualization created from data collected in Riak)

Rubicon is currently about six months out from being in production with Riak. They are currently using the Riak 2.0 Technical Preview and will launch with Riak 2.0 GA. They are planning to launch with eight nodes and will scale up to 100 nodes to store their petabytes of data at low-latency.

“Riak has been a vital toolkit that helps us solve multiple problems, rather than just addressing one block problem,” says Wes. “By using Riak, we are able to take advantage of all the benefits and performance of a reliable key/value store, while continuing to build out our own functionality on top of it. We never need to worry about Riak, which invaluable for our business.”

For more information about Rubicon.IO, visit their site at www.rubicon.io

To see how other companies are using Riak, visit our Users Page.

Basho

Collecta Chooses Riak Search

December 15, 2009

Another big announcement for the team here at Basho: Collecta, which makes a truly cool real-time streaming search engine, has chosen to use Riak Search. They are longtime Webmachine users and when they learned about Riak, they partnered with us to define Riak Search and validate the prototype.

Look for a blog post later in the day from Justin Sheehy on what it was like to work with Collecta. (Hint: it was awesome!)

Stay tuned.

Mark