Operations | Monitoring | ITSM | DevOps | Cloud

Behavior analytics is a powerful tool in intrusion detection and prevention, using insights from typical user behavior to detect suspicious activity. What role does log monitoring have in this process and how does it work together with behavioral analytics?

“Service mesh” is an umbrella term for products that seek to solve the problems that microservices’ architectures create. These challenges include security, network traffic control, and application telemetry. The resolution of these challenges can be achieved by decoupling your application at layer five of the network stack, which is one definition of what service meshes do.

With the addition of new data structures in Lucene 6.0, the Elasticsearch 5.0 release delivered massive indexing and search performance improvements for one-dimension numeric, date, and IP fields, and two-dimension (lat, lon) geo_point fields. Building on this work, the Elasticsearch 6.0 release further improved usability and simplicity of the geo_point API by setting the default indexing structure to the new block k-d tree (BKD) and removing all support for legacy prefix tree encoding.

When working with Java or any other JVM-based programming language we get certain functionalities for free. One of those functionalities is clearing the memory. If you’ve ever used languages like C/C++ you probably remember functions like malloc, calloc, realloc and free. We needed to take care of the assignment of each byte in memory and take care of releasing the assigned memory when it was no longer needed.

Software giant Adobe is known the world around for its Photoshop, Illustrator, and Acrobat products, which are rolled into cloud service suites — Creative Cloud, Document Cloud, and Experience Cloud — of other similar software offerings. A number of their products — especially those where image search is critical, such as Adobe Stock — feature slick search capabilities that use Elasticsearch behind the scenes.

We are happy to announce that Elastic Stack 7.5 brings support for the Azure Monitor service in Metricbeat and Azure activity logs and AD (Active Directory) activity reports in Filebeat.

Big data, AI, machine learning, and numerous others are all buzzwords we seem to throw around lightly in recent years. Even though they are hugely different from one another, they all have one thing in common. Data! Huge amounts of data that need to be managed. The downside of that is that the more data you have the more of a headache it is to store, query, and make sense of.

This was a particularly interesting and challenging year for security, cloud computing, and DevOps. It has been exciting to watch organizations and individuals transition to the public cloud and adopt DevOps culture and processes. Many are now reaping the benefits of these technological shifts.