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Utilize machine learning to improve your Db2 for z/OS performances

Date: 
Thursday, 29 November, 2018 - 15:30 - 16:30
Speaker: 
Mladen Jovanovski

IBM Db2 AI for z/OS empowers the optimizer in your Db2 for z/OS engine to determine the best-performing query access paths based on your workload characteristics. Leveraging machine learning technology, Db2 AI for z/OS collects data from the optimizer and execution history for Db2 for z/OS that are derived from workloads in your unique operating environment. It then finds patterns from this data and learns the optimal access paths for queries entering Db2 for z/OS as part of the model training process. Once trained, the models can be put into production to provide insights that help drive access path selection of the optimizer. Models trained and deployed from Db2 AI for z/OS are managed by the security-rich infrastructure in Machine Learning for z/OS, which also gives defined users a window into the models’ performance metrics.

Break

Date: 
Friday, 30 November, 2018 - 11:00 - 11:30

Data Privacy and its relation to BI, what can we learn from data?

Date: 
Friday, 30 November, 2018 - 12:30 - 13:30
Speaker: 
Goran Marković
Speaker: 
Josip Kustić

Digital transformation is the integration of digital technology into all areas of a business, fundamentally changing how companies operate and deliver value to customers. It is the process of creating new digital business processes and business models where data is being used as the fuel to give an organization a competitive advantage, allowing them to make better decisions and deliver a higher level of service to customers. Artificial intelligence is already a key driver of digital transformation across a wide range of sectors and with more data at our disposal than we have ever known, and more effective technologies allowing us to make sense of it all, we can start to deliver better experiences for the modern consumer’s needs. In order for these to evolve, new structures and technologies are needed. Overall a new approach is what is more important, by having customer´s needs as priority.

Role of Big Data and AI in Digital Transformation

Date: 
Friday, 30 November, 2018 - 11:30 - 12:30
Speaker: 
Marko Štajcer

Digital transformation is the integration of digital technology into all areas of a business, fundamentally changing how companies operate and deliver value to customers. It is the process of creating new digital business processes and business models where data is being used as the fuel to give an organization a competitive advantage, allowing them to make better decisions and deliver a higher level of service to customers. Artificial intelligence is already a key driver of digital transformation across a wide range of sectors and with more data at our disposal than we have ever known, and more effective technologies allowing us to make sense of it all, we can start to deliver better experiences for the modern consumer’s needs. In order for these to evolve, new structures and technologies are needed. Overall a new approach is what is more important, by having customer´s needs as priority.

BI tools through time, what was sexy 10 years ago and what is now?

Date: 
Friday, 30 November, 2018 - 10:00 - 11:00
Speaker: 
Hrvoje Gabelica
Speaker: 
Josip Kustić
Speaker: 
Maja Franješ

If we look Garter BI Magic Quadrant more than 10 years ago, can you remember what where top BI solutions in 2007? Do you remember how did Cognos PowerPlay, Oracle Discoverer, Microsoft PerformancePoint Server or Panorama NovaView looked like and what where their main strengths and weaknesses? What has changed in a decade if we compare features and capabilities of those solutions and the ones that are current leaders in Garter BI Magic Quadrant like Tableau and Power BI?

DB2 for z/OS is Serious about Analytics: Leveraging SQL to Analyze Your Data Where it Resides

Date: 
Friday, 30 November, 2018 - 09:00 - 10:00
Speaker: 
Maryela Weihrauch

DB2 for z/OS continues to deliver SQL enhancements that allow you to perform analytics against your mission-critical data. Did you know that DB2 supports various analytics like RANK, CUBE, ROLLUP, moving averages and moving sums? What if DB2 could perform MEDIAN, PERCENTILE, and LISTAGG? This session will focus on SQL specifically enhanced for performing analytics. Who knows, maybe you can simplify your applications by letting DB2 do the work for you.

Break

Date: 
Thursday, 29 November, 2018 - 15:15 - 15:30

Technical Update on Db2 Analytics Accelerator

Date: 
Thursday, 29 November, 2018 - 14:15 - 15:15
Speaker: 
Maryela Weihrauch

Maryela describes the newest capabilities of the Db2 Analytics Accelerator V5.1 as delivered with PTF 5 and PTF 6, especially AOT enhancements, federation support, incremental update enhancements, support for schema changes, and 'true’ HTAP function. 

Break

Date: 
Thursday, 29 November, 2018 - 13:30 - 14:15

Optimizing Data Transformation with Db2 for z/OS and Db2 Analytics Accelerator

Date: 
Thursday, 29 November, 2018 - 12:15 - 13:30
Speaker: 
Maryela Weihrauch

The companies that derive more information from the available data will be ahead of their competitors. The Extract-Transform-Load ETL process is executed to make that data consumable for analytical processing.
Maryela discusses the challenges of typical ETL processing today and walks through Db2 and IDAA functionality to optimize data transformation and introduces the concept of real-time data transformation. 

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sqladria

SQL Adria is the independent, non-profit organization that gathers relational database users for Croatia and Slovenia. It was founded 1994. and in the same year it has become the regional user group.

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