Friday, June 2, 2017

Oracle SOA Suite: Want performance? Don't log so much and clean up your database!

The Oracle SOA Suite infrastructure, especially composites, use the database intensively. Not only are the process definitions stored in the database, also a lot of audit information gets written there. The SOA infrastructure database, if not well managed, will grow and will eventually have detrimental effects on performance. In this blog post I will give some quick suggestions that will help you increase performance of your SOA Suite infrastructure on the database side by executing some simple scripts. These are some suggestions I have seen work at different customers. Not only do they help managing the SOA Suite data in the database, they will also lead to better SOA Suite performance.

Sunday, May 7, 2017

Oracle SOA Suite: Two-way SSL with TLS1.2 made easy (slightly less complicated)

Transport layer security is not an easy topic. Many blogs have been written about this already. Surprisingly though, I did not find a single blog which was more or less complete and provided me with everything I needed to know to get this working on SOA Suite 12.2.1. In this blog I try to make the topic more easy to understand and provide a complete end to end example.

Suppose you only want an implementation and do not care much about the explanation, you can skip the 'Some basics' section, only execute the commands in bold in the 'Lets get started!' section and the steps in the 'WebLogic and SOA Suite' section. Do take into consideration any existing SSL related configuration on your own system.

Saturday, April 22, 2017

R: Utilizing multiple CPUs

R is a great piece of software to perform statistical analyses. Computing power can however be a limitation. R by default uses only a single CPU. In almost every machine, multiple CPUs are present, so why not utilize them?

Friday, April 7, 2017

Oracle Mobile Cloud Service (MCS): An introduction to API security: Basic Authentication and OAuth2

As an integration/backend developer, when starting a project using Mobile Cloud Service, it is important to have some understanding of what this MBaaS (Mobile Backend as a Service) has to offer in terms of security features. This is important in order to be able to configure and test MCS. In this blog I will give examples on how to configure and use the basic authentication and OAuth2 features which are provided to secure APIs. You can read the Oracle documentation (which is quite good for MCS!) on this topic here.

Monday, March 27, 2017

Machine learning: Getting started with random forests in R

According to Gartner, machine learning is on top of the hype cycle at the peak of inflated expectations. There is a lot of misunderstanding about what machine learning actually is and what it can be done with it.

Machine learning is not as abstract as one might think. If you want to get value out of known data and do predictions for unknown data, the most important challenge is asking the right questions and of course knowing what you are doing, especially if you want to optimize your prediction accuracy.

In this blog I'm exploring an example of machine learning. The random forest algorithm. I'll provide an example on how you can use this algorithm to do predictions. In order to implement a random forest, I'm using R with the randomForest library and I'm using the iris dataset which is provided by the R installation.

Monday, March 20, 2017

Oracle SOA Suite: Find that composite instance!

When executing BPM or BPEL processes, they are usually executed in the context of a specific entity. Sometimes you want to find instances involved with a specific entity. There are different ways to make this easy. You can for example use composite instance titles or sensors and set them to a unique identifier for your entity. If they have not been used, you can check the audit trail. However, manually checking the audit trail, especially if there are many instances, can be cumbersome. Also if different teams use different standards or standards have evolved over time, there might not be a single way to look for your entity identifier in composite instances. You want to automate this.

It is of course possible to write Java or WLST code and use the API to gather all relevant information. It would however require fetching large amounts of data from the SOAINFRA database to analyse. Fetching all that data into WLST or Java and combining it, would not be fast. I've created a database package / query which performs this feat directly on the 11g SOAINFRA database (and most likely with little alteration on 12c).

Monday, February 6, 2017

Oracle Service Bus: Produce messages to a Kafka topic

Oracle Service Bus is a powerful tool to provide features like transformation, throttling, virtualization of messages coming from different sources. There is a (recently opensourced!) Kafka transport available for Oracle Service Bus (see here). Oracle Service Bus can thus be used to do all kinds of interesting things to messages coming from Kafka topics. You can then produce altered messages to other Kafka topics and create a decoupled processing chain. In this blog I provide an example on how to use Oracle Service Bus to produce messages to a Kafka topic.