This document discusses DB2 In-Memory Acceleration, a technology from IBM that improves performance for analytic workloads. DB2 In-Memory Acceleration uses columnar storage and encoding to compress and analyze data more efficiently. It allows data to be queried much faster using techniques like parallel processing, data skipping, and CPU acceleration. The document provides guidance on sizing DB2 In-Memory Acceleration and describes how it can be used to improve performance of both analytic queries and transactions by creating column-based shadow tables of row-based operational data.
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.
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.
IBM DB2 Analytics Accelerator Trends & Directions by Namik Hrle Surekha Parekh
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.
DB2 Design for High Availability and ScalabilitySurekha Parekh
Are you overwhelmed by the growing amount of data in your environment? Are you maximizing application availability? As the number of tables with billions of rows continues to grow, so do the management challenges. In this session, we will discuss the challenges and solutions for optimum availability and performance, with techniques to efficiently and effectively manage very large amounts of data.
Learn how to make your first step towards lower costs and lower risks through Server makeover. For more information on IBM systems, visit http://ibm.co/RKEeMO.
Visit the official Scribd Channel of IBM India Smarter Computing at http://bit.ly/VwO86R to get access to more documents.
Getting the Most Out of FDM - Integrating with Essbase and Planningfinitsolutions
FDM offers a centralized platform for collecting data from all areas of the organization and a standardized approach to data validation and loading. Its intuitive interface, powerful audit trail, repeatable end-user driven workflow and out of the box reports have made it an integration staple to consolidation systems such as HFM and Enterprise.
With an adapter specifically designed to integrate with Essbase and Planning FDM can be a solution for those applications as well. We will take a look at successful FDM to Essbase and Planning implementations and how FDM can be configured in ways that lead to successful integrations.
FDM to ERPi– Upgrade & Migration StrategiesAlithya
Edgewater Ranzal Integration Practice Director and Oracle ACE Tony Scalese presented at KScope 2013 on strategies for moving from Oracle Hyperion Financial Data Quality Management (FDM) to FDM Enterprise Edition (FDMEE), which combines FDM with ERP Integrator (ERPi).
Visão geral do hardware do servidor System z e Linux on z - Concurso MainframeAnderson Bassani
Apresentação realizada no evento de premiação do Concurso Mainframe 2014 que foi realizado em São Paulo, IBM Tutóia. Tópicos apresentados incluíram: hardware System zEC12 e zBC12, Linux on z, O que o System z faz que outras plataformas não fazem e um caso real de uma empresa desenvolvedora de Software.
IC-314 for the AccurioPress C2070/C2070P/C2060Eyal Benedek
The IC-314 is the latest implementation of the Creo Color Server platform. With blazing processing speeds, variable data printing capabilities, transactional printing through native IPDS IS/3 solution and built-in connectivity to 3rd party applications, the user will experience unprecedented RIP performance, color consistency, and short turnaround times all which are vital for production print environments. With all these capabilities the IC-314 streamlines operations, boosts quality levels and raises profitability.
SAP BusinessObjects Dashboards (Xcelsius) 能夠提供高互動性的What-If假設分析,也能協助您從即時的資料來源進行分析,台灣應用(tasmc) BI team具有提供客製個人化的儀表板,且幫助客戶提升儀表板執行效率的豐富經驗,希望藉由分享此文件協助您了解Dashboards (Xcelsius) 執行時的整體架構,並根據各執行階段分析如何提升儀表板的執行度。
Dr. Mohannad Barakat has been working in the field of trauma, orthopaedic and spinal surgery for many years. His specialities include emergency medicine, ENT, genera surgery and cardiothoracic surgery.
IBM DB2 Analytics Accelerator Trends & Directions by Namik Hrle Surekha Parekh
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.
DB2 Design for High Availability and ScalabilitySurekha Parekh
Are you overwhelmed by the growing amount of data in your environment? Are you maximizing application availability? As the number of tables with billions of rows continues to grow, so do the management challenges. In this session, we will discuss the challenges and solutions for optimum availability and performance, with techniques to efficiently and effectively manage very large amounts of data.
Learn how to make your first step towards lower costs and lower risks through Server makeover. For more information on IBM systems, visit http://ibm.co/RKEeMO.
Visit the official Scribd Channel of IBM India Smarter Computing at http://bit.ly/VwO86R to get access to more documents.
Getting the Most Out of FDM - Integrating with Essbase and Planningfinitsolutions
FDM offers a centralized platform for collecting data from all areas of the organization and a standardized approach to data validation and loading. Its intuitive interface, powerful audit trail, repeatable end-user driven workflow and out of the box reports have made it an integration staple to consolidation systems such as HFM and Enterprise.
With an adapter specifically designed to integrate with Essbase and Planning FDM can be a solution for those applications as well. We will take a look at successful FDM to Essbase and Planning implementations and how FDM can be configured in ways that lead to successful integrations.
FDM to ERPi– Upgrade & Migration StrategiesAlithya
Edgewater Ranzal Integration Practice Director and Oracle ACE Tony Scalese presented at KScope 2013 on strategies for moving from Oracle Hyperion Financial Data Quality Management (FDM) to FDM Enterprise Edition (FDMEE), which combines FDM with ERP Integrator (ERPi).
Visão geral do hardware do servidor System z e Linux on z - Concurso MainframeAnderson Bassani
Apresentação realizada no evento de premiação do Concurso Mainframe 2014 que foi realizado em São Paulo, IBM Tutóia. Tópicos apresentados incluíram: hardware System zEC12 e zBC12, Linux on z, O que o System z faz que outras plataformas não fazem e um caso real de uma empresa desenvolvedora de Software.
IC-314 for the AccurioPress C2070/C2070P/C2060Eyal Benedek
The IC-314 is the latest implementation of the Creo Color Server platform. With blazing processing speeds, variable data printing capabilities, transactional printing through native IPDS IS/3 solution and built-in connectivity to 3rd party applications, the user will experience unprecedented RIP performance, color consistency, and short turnaround times all which are vital for production print environments. With all these capabilities the IC-314 streamlines operations, boosts quality levels and raises profitability.
SAP BusinessObjects Dashboards (Xcelsius) 能夠提供高互動性的What-If假設分析,也能協助您從即時的資料來源進行分析,台灣應用(tasmc) BI team具有提供客製個人化的儀表板,且幫助客戶提升儀表板執行效率的豐富經驗,希望藉由分享此文件協助您了解Dashboards (Xcelsius) 執行時的整體架構,並根據各執行階段分析如何提升儀表板的執行度。
Dr. Mohannad Barakat has been working in the field of trauma, orthopaedic and spinal surgery for many years. His specialities include emergency medicine, ENT, genera surgery and cardiothoracic surgery.
Spark working with a Cloud IDE: Notebook/Shiny AppsData Con LA
Abstract:-
The Problem: Energy inefficiency within public/private buildings in the City of New York.
The Goal: Take meter(Sensor) data, solve the inefficiencies through better insights.
The Solution: Visualization and Reporting through the Shiny App to gain knowledge in past, and present usage patterns. In addition to those patterns, compare and gain insights/predictions on energy usage.
Spark's Dataframes and RDD's will be used in concert with panda (library) to clean and model/prepare data for the R Shiny App. The message to convey in this meetup discussion is to show the capabilities of Spark while using DSX and RStudio/Shiny App to create visualization/reporting that will be able to give insights to the end user.
There are a few techniques that we will present in this notebook with both modeling and ML: Linear Regression, K-Means clustering for identifying inefficient buildings, (Statistical) Classification Modeling, followed by a confusion matrix (error matrices).
Bio:-
Thomas Liakos has been an Open Source Systems Engineer for 11 years and he has 8 years of experience in Cloud and hybrid environments. Prior to IBM Thomas was at Gem.co: Sr. Systems Architect. and CrowdStrike: DevOps / Systems Engineer - Cloud Operations. Thomas has expertise in Spark, Python, Systems and Configuration Management, Architecture, Data Warehousing, and Data Engineering.
Benchmarking Hadoop - Which hadoop sql engine leads the herdGord Sissons
Stewart Tate (tates@us.ibm.com), a key architect behind the industry's first ever Hadoop-DS benchmark at 30TB scale, describes the benchmark and comparative testing between IBM, Cloudera Impala and Hortonworks Hive
Ims13 ims tools ims v13 migration workshop - IMS UG May 2014 Sydney & Melbo...Robert Hain
Together, the IBM IMS Tools Solution Packs and IMS 13 deliver simplification, automation and intelligence, with all the tools needed to support IMS databases now in one package. It doesn’t make sense to run reorganization utilities if your databases do not need to be reorganized. Now you can quickly and easily improve IMS application performance, IMS resource utilization and deliver higher system availability with the end-to-end analysis of IMS transactions. Comprehensive performance reporting and easier interactive analysis determine what happened, what needs fixing and how to fix it – all part of the intelligence and automation of the IMS Tools Performance Solution Pack.
Ingesting Data at Blazing Speed Using Apache OrcDataWorks Summit
Big SQL is a SQL engine for Hadoop that excels at performance and scalability at high concurrency. Big SQL complements and integrates with Apache Hive for both data and metadata. An architecture that separates compute from storage allows Big SQL to support multiple open data formats natively. Until recently, Parquet provided a significant performance advantage over other data formats for SQL on Hadoop. The landscape changed when ORC became a top level Apache project independent from Hive. Gone were the days of reading ORC files using slow, single-row-at-a-time Hive Serdes. The new vectorized APIs in the Apache ORC libraries make it possible to ingest ORC data at blazing speed. This talk is about the journey leading to ORC taking the crown of best performing data format for Big SQL away from Parquet. We'll have a look under the hood at the architecture of Big SQL ORC readers, and how to tune them. We'll share lessons learned in walking the fine line between maximizing performance at scale and avoiding dreaded Java OOMs . You'll learn the techniques that SQL engines use for fast data ingestion, so that you can leverage the full potential of Apache ORC in any application.
Speaker:
Gustavo Arocena, Big Data Architect, IBM
Nrb Mainframe Day z Data and AI - Leif PedersenNRB
Leif Pedersen, Executive Technical Specialist, IBM Data & AI, is passionate about how new technology can be utilized across the different platforms and how it can be used to provide values to clients, to IBM business, and to the world in general.
During his presentation at NRB’s Mainframe day, Mr Pedersen, puts forward the question that while everyone is talking about Artificial Intelligence (AI) and Machine Learning (ML), one can ask if the mainframe can support these new technologies? He then takes the audience on a rollercoaster for a ride that will show how these technologies can be supported by the mainframe and how the new IBM Z15 has improved support for these new technologies.
DEV-1185: IBM Notes Performance Boost - Reloaded – IBM Connect 2017panagenda
Maximizing IBM Notes client to performance doesn’t have to be complicated! Reloaded for the latest IBM Notes 9 version, join Chris and find out what can be tuned – and how to resolve it. Learn how to debug your client, deal with outdated ODS, network latency and application performance issues and the measurable benefit that provides to users. Gather best practices on how to streamline location and connection documents and why the catalog.nsf is so important. Improve your IBM Notes client installations to provide a better experience for happier administration and happier end users! As a special bonus, Chris will show you how to increase the startup time of virtualized IBM Notes Clients (Citrix / vmware / etc) up to 70%!
A presentation by Christoph Adler
IBM Notes Performance Boost - Reloaded (DEV-1185)Christoph Adler
IBM Notes Performance Boost - Reloaded (DEV-1185)
Maximizing IBM Notes client to performance doesn't have to be complicated! Reloaded for the latest IBM Notes 9 version, join Chris and find out what can be tuned - and how to resolve it. Learn how to debug your client, deal with outdated ODS, network latency and application performance issues and the measurable benefit that provides to users. Gather best practices on how to streamline location and connection documents and why the catalog.nsf is so important. Improve your IBM Notes client installations to provide a better experience for happier administration and happier end users! As a special bonus, Chris will show you how to increase the startup time of virtualized IBM Notes clients (Citrix / vmware / etc) up to 70%!
DMC, a Siemens Solution Partner with the most S7 Certified Engineers in the United States, recently shared some insights to people new to Siemens to help avoid common mistakes at the 2011 Siemens Automation Summit. Over the years we have encountered numerous applications written by novices and seen first-hand some of the more common errors made.
z/OS Small Enhancements - Episode 2014AMarna Walle
This presentation covers small enhancements from older z/OS releases. You might have missed little functions that are helpful, but you never knew existed! The content of each of these z/OS Small Enhancements changes every half year (Episode A and Episode B each year).
0x01 - Newton's Third Law: Static vs. Dynamic AbusersOWASP Beja
f you offer a service on the web, odds are that someone will abuse it. Be it an API, a SaaS, a PaaS, or even a static website, someone somewhere will try to figure out a way to use it to their own needs. In this talk we'll compare measures that are effective against static attackers and how to battle a dynamic attacker who adapts to your counter-measures.
About the Speaker
===============
Diogo Sousa, Engineering Manager @ Canonical
An opinionated individual with an interest in cryptography and its intersection with secure software development.
This presentation by Morris Kleiner (University of Minnesota), was made during the discussion “Competition and Regulation in Professions and Occupations” held at the Working Party No. 2 on Competition and Regulation on 10 June 2024. More papers and presentations on the topic can be found out at oe.cd/crps.
This presentation was uploaded with the author’s consent.
Acorn Recovery: Restore IT infra within minutesIP ServerOne
Introducing Acorn Recovery as a Service, a simple, fast, and secure managed disaster recovery (DRaaS) by IP ServerOne. A DR solution that helps restore your IT infra within minutes.
This presentation, created by Syed Faiz ul Hassan, explores the profound influence of media on public perception and behavior. It delves into the evolution of media from oral traditions to modern digital and social media platforms. Key topics include the role of media in information propagation, socialization, crisis awareness, globalization, and education. The presentation also examines media influence through agenda setting, propaganda, and manipulative techniques used by advertisers and marketers. Furthermore, it highlights the impact of surveillance enabled by media technologies on personal behavior and preferences. Through this comprehensive overview, the presentation aims to shed light on how media shapes collective consciousness and public opinion.