Schedule

Doing DevOps in the Data Science World

Many enterprises that want to become a data-driven organization start a separate data team in isolation. For the first exploration of data science and understanding its potential, that is fine. However, to become successful with data and deliver the promises of a data-driven organization, data science needs to be integrated into the organization and data scientists (and analysts) need to be able to use a mature self-service platform to develop their models.

In this talk, we emphasize the need for a self-service data platform to enable data science and we discuss approaches on how to organize data science in an enterprise setting using DevOps principles so that enterprises can accelerate their business value creation using data.

Key Takeaways

• Understand what DevOps principles are and what their value is,
• Understand the benefits of adopting DevOps principles in the data science world,
• Understand what a modern and mature data platform is,
• Understand how to organise your data science teams and what dilemma’s need to be taken into consideration.

DevOps Patterns and Antipatterns for Continuous Software Updates

So, you want to update the software for your user, be it the nodes in your K8s cluster, a browser on the user’s desktop, an app in the user’s smartphone or even a user’s car. What can possibly go wrong?

In this talk, we’ll analyze real-world software update that fails and how multiple DevOps patterns, that fit a variety of scenarios, could have saved the developers. Manually making sure that everything works before sending updates and expecting the user to do acceptance tests before they update is most definitely not on the list of such patterns.

Join us for some awesome and scary continuous update horror stories and some obvious (and some not so obvious) proven ideas for improvement and best practices you can start following tomorrow.

This talk is a collection of failure stories about software updates with advice on how to prevent those in your systems. As usual with epic failures talks, it’s educational and a lot of fun.

We’ll start by reviewing what are the driving forces behind software updates, how do we update, and why some update multiple times a day while others only update once a year. We’ll continue to review some of the epic fails, including Google WiFi, Knight Capital, CloudFlare, Jaguar and others. The patterns we are going to suggest are Canary Deployments, Observability, Local rollbacks, Feature Flags, and others.

Scaling DevSecOps to integrate security tooling for 100+ deployments per day

Through automated builds and deployments, teams can develop and run their services in production, including taking ownership of the quality of their services. Our next step at Unity has been to integrate security tooling better into the deployment process, e.g. avoiding container vulnerability scanning happening days or weeks after the actual deployment took place.

Configuration in Azure. Done right.

The session focusses on how to use a configuration in an Azure environment, enabling teams to get the most from their DevOps efforts while securing their resources.

Timetable:

13:00-13:05 – Welcome

13:05-13:20 – 5G DevOps BIZ talk – Vendor

13:20-13.40 – 5G DevOps BIZ talk – CSP

13.40-14:00 – 5G DevOps BIZ talk – OTT1

14:00-14.20 – 5G DevOps BIZ talk – OTT2

14.20-14.50 – Coffee Break

14:50-16:00 – 5G DevOps Challenges – Business – Panel discussion

Timetable:

9:00-9:10 – Welcome

9:10-9:30 – 5G DevOps TECH talk – Vendor

9:30-9:50 – 5G DevOps TECH talk – CSP

9:50-10:10 – 5G DevOps TECH talk – OTT1

10:10-10:30 – 5G DevOps TECH talk – OTT2

10:30-11:00 – Coffee Break

11:00-12:00 – 5G DevOps Challenges – Technical – Panel discussion

Ways of Working : Connect business to DevOps

* Remove waste by shortening cycle times and failing early
* Share purpose by aligning stakeholders
* Enable cross-functional teams

Trainers:
Tero Pänttönen, DevOps Lead, Eficode
Juho Juutilainen, Lead Designer, Eficode

Ways of Working : Let’s stop talking about “requirements management”

* How you should validate
* Epic lifecycle (pun intended)
* Validation and test automation

Trainers:
Tero Pänttönen, DevOps Lead, Eficode
Juho Juutilainen, Lead Designer, Eficode

Ways of Working training : Accelerate service development with DevOps

* How DevOps keeps the promise agility gave
* Enterprise eXcellence Experience
* Enable Cross-functional teams

Trainers:
Tero Pänttönen, DevOps Lead, Eficode
Juho Juutilainen, Lead Designer, Eficode

Ways of Working training : Connecting DevOps to service development

* How to explore and validate business opportunities
* What DevOps needs from business?
* Share purpose by aligning stakeholders

Trainers:
Tero Pänttönen, DevOps Lead, Eficode
Juho Juutilainen, Lead Designer, Eficode