IBM DB2 Analytics Accelerator has drawn lots of attention from DB2 for z/OS users. In many respects it presents itself as just another DB2 access path (but what a powerful one!) and its deep integration into DB2 as well as application transparency makes it one of the most exciting DB2 enhancements in years. The IBM DB2 Analytics Accelerator complements DB2 by adding industry leading data intensive complex query performance thanks to being powered by the Netezza engine and enhances DB2 to the ultimate database management system that delivers the best of both worlds: transactional as well as analytical workloads. This presentation brings the latest news from the IDAA development and shows the trends and directions in which this technology develops.
What’s New With DB2 Solutions; Administration, Utilities, Performance & Reco...CA Technologies
Attend this session to get a comprehensive update on the latest enhancements to mainframe DB2® Tools in areas including zIIP enablement, IDAA support, real-time diagnostics, performance, 100 percent online reorg, usability, analytics, and version support. Learn how to take advantage of new enhancements and features to keep your DB2 subsystems running at their optimized best, plus learn top tips that will help you get the most out of your products. For more information, please visit http://cainc.to/Nv2VOe
CA Project and Portfolio Management - A Data Warehouse Deep DiveCA Technologies
Data Warehousing is used as the foundation of powerful Business Intelligence solutions. This lecture will facilitate the understanding of the CA PPM 14.2 data warehouse structure and features. You will gain an understanding how to leverage the tools provided as supporting documentation to develop powerful reporting outputs.
For more information, please visit http://cainc.to/Nv2VOe
Maximizing Database Tuning in SAP SQL AnywhereSAP Technology
This session illustrates the different tools available in SQL Anywhere to analyze performance issues, as well as describes the most common types of performance problems encountered by database developers and administrators. We also take a look at various tips and techniques that will help boost the performance of your SQL Anywhere database.
What’s New With DB2 Solutions; Administration, Utilities, Performance & Reco...CA Technologies
Attend this session to get a comprehensive update on the latest enhancements to mainframe DB2® Tools in areas including zIIP enablement, IDAA support, real-time diagnostics, performance, 100 percent online reorg, usability, analytics, and version support. Learn how to take advantage of new enhancements and features to keep your DB2 subsystems running at their optimized best, plus learn top tips that will help you get the most out of your products. For more information, please visit http://cainc.to/Nv2VOe
CA Project and Portfolio Management - A Data Warehouse Deep DiveCA Technologies
Data Warehousing is used as the foundation of powerful Business Intelligence solutions. This lecture will facilitate the understanding of the CA PPM 14.2 data warehouse structure and features. You will gain an understanding how to leverage the tools provided as supporting documentation to develop powerful reporting outputs.
For more information, please visit http://cainc.to/Nv2VOe
Maximizing Database Tuning in SAP SQL AnywhereSAP Technology
This session illustrates the different tools available in SQL Anywhere to analyze performance issues, as well as describes the most common types of performance problems encountered by database developers and administrators. We also take a look at various tips and techniques that will help boost the performance of your SQL Anywhere database.
This presentatio highlights the enhancements planned for SAP ASE to support multi-tenancy and other requirements for cloud deployments. It will also highlight capabilities to support database-as-a-service, along with how SAP ASE can be used with popular solutions provided by infrastructure-as-a-service providers.
OOW15 - Migrating and Managing Customizations for Oracle E-Business Suite 12.2vasuballa
Have you created custom schemas or personalized or extended your Oracle E-Business Suite environment? Attend this Oracle development session to learn about selecting the best upgrade approach for existing customizations. This session helps you understand the new customization standards required by Oracle Database Edition-Based Redefinition to be compliant with the Online Patching feature of Oracle E-Business Suite. You will learn about customization use cases, tools, and technologies you can use to ensure that all your customizations are preserved during and after the upgrade. You will also hear about reports you can run before the upgrade to detect and fix your customizations to make them Release 12.2 compliant.
OOW15 - Planning Your Upgrade to Oracle E-Business Suite 12.2vasuballa
This session discusses key planning considerations when upgrading to Oracle E-Business Suite 12.2. It combines lessons learned from customers with practical advice from Oracle’s development, consulting, and support organizations. Understand how to build the business case, identify needed time and resources, prepare business and IT staff for changes, plan for required system changes, create an effective test strategy, and more.
Zero Downtime for Oracle E-Business Suite on Oracle ExalogicPaulo Fagundes
The following is intended to outline our general product direction. It is intended for
information purposes only, and may not be incorporated into any contract. It is not a
commitment to deliver any material, code, or functionality, and should not be relied upon
in making purchasing decisions. The development, release, and timing of any features or
functionality described for Oracle’s products remains at the sole discretion of Oracle.
OOW15 - Advanced Architectures for Oracle E-Business Suitevasuballa
Attend this session to build on the three-tier logical Oracle E-Business Suite architecture to meet your business requirements. It covers features that provide high availability, scalability, and performance, including load balancing, clustering, and virtualization. Learn how to securely deploy Oracle E-Business Suite for internet access with a “demilitarized zone.” The presentation wraps up by applying the various topics covered to assist you with planning a disaster recovery project for your environment.
Synchronizing Data in SAP HANA Using SAP SQL AnywhereSAP Technology
By enabling mobile and remote applications to synchronize enterprise data to and from SAP HANA, companies gain a significant competitive advantage as decisions can be made using real-time available information. In this session, attendees will learn how to design and implement a solution that acquires data from a wide range of applications (sales force automation, telematics, etc.) and synchronize that data to an SAP HANA database. Sample applications are used to demonstrate the synchronization mechanism.
R12.2 is no more a new kid on the block. With its latest release of 12.2.4, it is much more stable and user adoption is increasing day-by-day. Upgrading to R12.2 is on the road map of nearly all Oracle E-business Suite customers and many organizations have already started planning their upgrades. In this session we provide 10 quick tips to consider while you plan this R12.2.4 upgrade.
An In-Depth Look at SAP SQL Anywhere Performance FeaturesSAP Technology
This presentation examines the internal mechanism behind SQL Anywhere’s self-management and self-tuning functionality. Topics covered will illustrate how the various performance features, such as server cache management, self-healing statistics and dynamic multiprogramming level, work in concert to provide a robust data management solution in zero-administration environments.
SAP #BOBJ #BI 4.1 Upgrade Webcast Series 8: Converting Desktop Intelligence R...SAP Analytics
Learn about best practices for planning and converting SAP BusinessObjects Desktop Intelligence reports to SAP BusinessObjects Web Intelligence and how you can leverage the #DeskI Compatibility Pack in SAP BusinessObjects BI 4.1 to smooth your upgrade. Topics covered during this webinar replay include:
- Why to convert your #DeskI documents and how to plan your conversion
- How to use the report conversion tool
- Best practices and tips, as well as sample conversions
- How to leverage the #DeskI Compatibility Pack
This webinar replay is part of the SAP BusinessObjects BI 4.1 Upgrade Webinar Series: http://spr.ly/BI41_Migration_Webinars.
http://www.sapbusinessobjectsbi.com/
ASE 15.5 introduced semantic partitions as a premium feature. Follow two real-world case studies and learn what the gotchas are, and implications for your data model and application SQL.
Configuring and using SIDB for ASE CE SP130SAP Technology
This session will discuss and demonstrate how to configure ASE CE for HA operations with SP130. An ASE Cluster Edition overview will be provided and basic ASE CE features will also be discussed.
This presentatio highlights the enhancements planned for SAP ASE to support multi-tenancy and other requirements for cloud deployments. It will also highlight capabilities to support database-as-a-service, along with how SAP ASE can be used with popular solutions provided by infrastructure-as-a-service providers.
OOW15 - Migrating and Managing Customizations for Oracle E-Business Suite 12.2vasuballa
Have you created custom schemas or personalized or extended your Oracle E-Business Suite environment? Attend this Oracle development session to learn about selecting the best upgrade approach for existing customizations. This session helps you understand the new customization standards required by Oracle Database Edition-Based Redefinition to be compliant with the Online Patching feature of Oracle E-Business Suite. You will learn about customization use cases, tools, and technologies you can use to ensure that all your customizations are preserved during and after the upgrade. You will also hear about reports you can run before the upgrade to detect and fix your customizations to make them Release 12.2 compliant.
OOW15 - Planning Your Upgrade to Oracle E-Business Suite 12.2vasuballa
This session discusses key planning considerations when upgrading to Oracle E-Business Suite 12.2. It combines lessons learned from customers with practical advice from Oracle’s development, consulting, and support organizations. Understand how to build the business case, identify needed time and resources, prepare business and IT staff for changes, plan for required system changes, create an effective test strategy, and more.
Zero Downtime for Oracle E-Business Suite on Oracle ExalogicPaulo Fagundes
The following is intended to outline our general product direction. It is intended for
information purposes only, and may not be incorporated into any contract. It is not a
commitment to deliver any material, code, or functionality, and should not be relied upon
in making purchasing decisions. The development, release, and timing of any features or
functionality described for Oracle’s products remains at the sole discretion of Oracle.
OOW15 - Advanced Architectures for Oracle E-Business Suitevasuballa
Attend this session to build on the three-tier logical Oracle E-Business Suite architecture to meet your business requirements. It covers features that provide high availability, scalability, and performance, including load balancing, clustering, and virtualization. Learn how to securely deploy Oracle E-Business Suite for internet access with a “demilitarized zone.” The presentation wraps up by applying the various topics covered to assist you with planning a disaster recovery project for your environment.
Synchronizing Data in SAP HANA Using SAP SQL AnywhereSAP Technology
By enabling mobile and remote applications to synchronize enterprise data to and from SAP HANA, companies gain a significant competitive advantage as decisions can be made using real-time available information. In this session, attendees will learn how to design and implement a solution that acquires data from a wide range of applications (sales force automation, telematics, etc.) and synchronize that data to an SAP HANA database. Sample applications are used to demonstrate the synchronization mechanism.
R12.2 is no more a new kid on the block. With its latest release of 12.2.4, it is much more stable and user adoption is increasing day-by-day. Upgrading to R12.2 is on the road map of nearly all Oracle E-business Suite customers and many organizations have already started planning their upgrades. In this session we provide 10 quick tips to consider while you plan this R12.2.4 upgrade.
An In-Depth Look at SAP SQL Anywhere Performance FeaturesSAP Technology
This presentation examines the internal mechanism behind SQL Anywhere’s self-management and self-tuning functionality. Topics covered will illustrate how the various performance features, such as server cache management, self-healing statistics and dynamic multiprogramming level, work in concert to provide a robust data management solution in zero-administration environments.
SAP #BOBJ #BI 4.1 Upgrade Webcast Series 8: Converting Desktop Intelligence R...SAP Analytics
Learn about best practices for planning and converting SAP BusinessObjects Desktop Intelligence reports to SAP BusinessObjects Web Intelligence and how you can leverage the #DeskI Compatibility Pack in SAP BusinessObjects BI 4.1 to smooth your upgrade. Topics covered during this webinar replay include:
- Why to convert your #DeskI documents and how to plan your conversion
- How to use the report conversion tool
- Best practices and tips, as well as sample conversions
- How to leverage the #DeskI Compatibility Pack
This webinar replay is part of the SAP BusinessObjects BI 4.1 Upgrade Webinar Series: http://spr.ly/BI41_Migration_Webinars.
http://www.sapbusinessobjectsbi.com/
ASE 15.5 introduced semantic partitions as a premium feature. Follow two real-world case studies and learn what the gotchas are, and implications for your data model and application SQL.
Configuring and using SIDB for ASE CE SP130SAP Technology
This session will discuss and demonstrate how to configure ASE CE for HA operations with SP130. An ASE Cluster Edition overview will be provided and basic ASE CE features will also be discussed.
OLAP Basics and Fundamentals by Bharat Kalia Bharat Kalia
OLAP is a category of software technology that enables analysts, managers, and executives to gain insight into the data through fast, consistent, interactive, access in a wide variety of possible views of information that has been transformed from raw data to reflect the real dimensionality of the enterprise as understood by the user.
DB2 for z/OS Real Storage Monitoring, Control and PlanningJohn Campbell
Just added another hot DB2 topic around DB2 for z/OS Real Storage Monitoring, Control and Planning - Check it out and make sure your system runs safely
DB2 11 for z/OS Migration Planning and Early Customer ExperiencesJohn Campbell
This extensive presentation provides help and guidance to help DB2 for z/OS customer migrate as quickly as possible, but safely to V11. The material will provide additional planning information, share customer customer experiences and best practices.
Contains information about the DB2 DSNZPARM that forms the DB2 configuration parameters. All about the different types of zPARMs. A way to update them dynamically.
This presentation covers the basic DB2 objects description. Covers the basic administration using IBM utilities. Their complete phase wise operation and termination recoveries. Also have talked about the most frequently used DB2 catalog tables, what's the need for them in DB2. And finally have shown some SPUFI panels and their usage.
DB2 10 & 11 for z/OS System Performance Monitoring and OptimisationJohn Campbell
This is a "One day Seminar -ODS " . The objectives of this ODS are to focus on key areas
• System address space CPU, EDM pools, data set activity, logging, lock/latch contention, DBM1
virtual and real storage, buffer pools and GBP,…
• Identify the key performance indicators to be monitored
• Provide rules-of-thumb to be applied
• Typically expressed in a range, e.g. < X-Y
• If <x,>Y, need further investigation and tuning - RED
• Boundary condition if in between - AMBER
• Investigate with more detailed tracing and analysis when time available
• Provide tuning advice for common problems
Postgres has the unique ability to act as a powerful data aggregator or information hub in many IT centers bringing together data from different databases and in different formats.
This presentation reviews Postgres' extensibility, foreign data wrappers, and ability to work with structured relational and unstructured NoSQL-like information such as documents and key-value data.
The Postgres capabilities are unrivaled in enabling a complete view of customers or businesses, analyzing disparate data together, and breaking down data silos within the enterprise.
Target Audience:
This presentation is for DBAs, Data Architects, IT Managers, IT Directors, and IT Strategists who are responsible for supporting Postgres-based applications and deployment with ongoing maintenance of Postgres databases. It is equally suitable for organizations using community PostgreSQL as well as EDB’s Postgres Plus product family.
Impact2014 session # 1523 performance optimization using ibm java on z and w...Elena Nanos
IMPACT 2014 ACU-1523: Performance Optimization Using IBM Java on z/OS & IBM WebSphere Application Server on z/OS V8.5.5
I was a guest speaker at IBM IMPACT 2014 conference. This session outlines how to optimize the performance of IBM WebSphere Application Server on z/OS applications, reduce CPU utilization, and take advantage of the latest zEC12 enhancements. IBM continues its efforts and investments in its Java Virtual Machine on IBM System z. zEC12 hardware packs an awesome performance punch with second-generation, out-of-order pipeline design, large caches, and 5.5 GHz hex-core processor. With the exploitation of new features, IBM Java Runtime Environment continues a long history of aggressive vertical integration on IBM System z. Come hear how HCSC is taking advantage of the latest IBM WebSphere Application Server and Java releases and enhancements. This presentation covers installation of Java V6.1, V7.0, and V7.1 with IBM WebSphere Application Server on z/OS V8.5.5 and exploitation of 1 Meg large pages with zEC12 Flash Express and IBM zEnterprise Data Compression with z/OS V2.1. Benchmark performance data is presented
System z Technology Summit Streamlining UtilitiesSurekha Parekh
Most DB2 applications are global non-stop, requiring almost
100% accessibility. Availability demands reduce the amount
of time available to perform necessary routine tasks, such as
utility maintenance on the underlying data and objects stored
in DB2 for z/OS that support critical business applications. In
addition, companies are looking for ways to streamline DB2 utility
processing to maximize system and personnel resources. How
valuable would it be to maximize your use of IBM DB2 Utilities
Suite for z/OS for both DB2 9 and DB2 10? What if you could
establish DB2 utility practices at a company level and know
that they would be monitored and adhered to? Do you want
to reduce your batch window during utility sort processing to
improve availability and performance? How important would it
be to run utilities only on objects when and if it’s necessary?
The answers to these questions and more will be revealed in
this session.
Erfahren Sie, welche Neuerungen EDB Postgres 11 bringt. Dieses Update umfasst eine aktualisierte Version von EDB Postgres Advanced Server, die auf den Kapazitäten der Open-Source-Version PostgreSQL 11 basiert und diese erweitert. Sie profitieren von neuen Datenredaktionsfunktionen, autonomen Transaktionsbefehlen und Performance-Diagnose. Webinar-Agenda:
Eine Einführung in EDB Postgres, einschließlich BART, EFM und Containern
Neuerungen in EDB Postgres 11
Kurzer Überblick und Demo zu PEM 7
DbB 10 Webcast #3 The Secrets Of ScalabilityLaura Hood
The third in the Migration Month webcast series looking at DB2 10 migration planning. This webcast goes into the scalability benefits available in DB2 10, with Julian Stuhler of Triton Consulting & Jeff Josten of IBM.
Similar to IBM DB2 Analytics Accelerator Trends & Directions by Namik Hrle (20)
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfEnterprise Wired
In this guide, we'll explore the key considerations and features to look for when choosing a Trusted analytics platform that meets your organization's needs and delivers actionable intelligence you can trust.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
Learn SQL from basic queries to Advance queriesmanishkhaire30
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics