This document provides details on the maintenance strategy, statement of direction, and data access support for SAP Analysis for Microsoft Office version 2.8. It outlines that the product will receive only limited improvements going forward but will continue to be supported until 2029. It also describes the two editions of the product and their different capabilities for accessing various SAP and non-SAP data sources.
Discover The Future Of SAP BusinessObjects (BI 4.3 SP02)Wiiisdom
This document discusses the reasons for adopting SAP BusinessObjects BI 4.3. It notes that SAP's BI portfolio includes both on-premise and cloud-based analytics solutions. While cloud adoption is growing, many customers still rely on large on-premise investments, so a hybrid approach is often needed. BI 4.3 aims to provide a modern user experience, tighter integration with SAP Analytics Cloud, and continued enhancements to lower costs and accelerate value. Key focus areas for BI 4.3 include enterprise readiness, the hybrid landscape, and improved usability.
Get the inside scoop of the future innovations of the SAP BusinessObjects BI 4.3 platform: hybrid world, new BI Launchpad interface, simplified maintenance, as well as other exciting innovations.
Get the inside scoop of the future innovations of the SAP BusinessObjects BI 4.3 platform: hybrid world, new BI Launchpad interface, simplified maintenance, as well as other exciting innovations.
The document provides details on the supported platforms for SAP BusinessObjects BI Platform 4.3, including:
- Operating systems support for server and client components
- Language support by product
- Browser support
- Java application server, portal server, and other technology support
- Database support for the CMS and audit repository
- Support for virtualization, cloud infrastructure, and other technologies
It notes that only 64-bit versions are supported for most components and that the support is focused on certified and reference versions, though SAP works to maintain compatibility with newer versions when possible. The document is applicable to BI 4.3 and also Edge BI 4.3 and Crystal Server 2020 with some exceptions.
This document summarizes the key changes in SAP Business Planning and Consolidation 10.1, which includes two versions - classic and unified. The unified version requires SAP HANA and references SAP BW InfoProviders, while classic can use various databases. Both have a new HTML5 user interface. Integration and functionality differ between the versions.
Converting SAP Business Objects to a New Architecture SolutionDenodo
Watch full webinar here: https://buff.ly/3Lab4YE
Over the years, customers have implemented BI solutions using SAP Business Objects that span from departmental solutions to enterprise-wide deployments. For many customers, these BI solutions have been and are critical to the operations and management of the business. The users, through IT support, have become accustomed to ad-hoc reporting using Universes along tools like Web Intelligence and Crystal Reports. Based on recent news from SAP, these customers will now have to look for a alternate architectures that does not include traditional SAP Business Objects.
Join us for this session with Jose Benavides, Sr. Solutions Consultant, where will explore a modern solution that will provide business users with similar capabilities to what they have with SAP Business Objects. We’ll present a process for converting years of SAP Business Objects maturity to a new solution with minimal impact to your users.
Watch on-demand and Learn:
- Different options for converting SAP Business Objects to a new architecture solution.
- Recommended option for customers.
- Methodology for a conversion that includes acceleration, PoC, and partnerships.
SAP BusinessObjects 4.3: Überblick und NeuerungenWiiisdom
In this session you will receive an overview of the upcoming SAP BusinessObjects version with its innovations, which are planned for publication at the end of Q2 2020. We would also like to give you a live impression of what the new user interface looks like and how it can be operated.
Speaker : Jörg Diekkämper, Director | Center of Excellence Platform & Technologies, SAP
Discover The Future Of SAP BusinessObjects (BI 4.3 SP02)Wiiisdom
This document discusses the reasons for adopting SAP BusinessObjects BI 4.3. It notes that SAP's BI portfolio includes both on-premise and cloud-based analytics solutions. While cloud adoption is growing, many customers still rely on large on-premise investments, so a hybrid approach is often needed. BI 4.3 aims to provide a modern user experience, tighter integration with SAP Analytics Cloud, and continued enhancements to lower costs and accelerate value. Key focus areas for BI 4.3 include enterprise readiness, the hybrid landscape, and improved usability.
Get the inside scoop of the future innovations of the SAP BusinessObjects BI 4.3 platform: hybrid world, new BI Launchpad interface, simplified maintenance, as well as other exciting innovations.
Get the inside scoop of the future innovations of the SAP BusinessObjects BI 4.3 platform: hybrid world, new BI Launchpad interface, simplified maintenance, as well as other exciting innovations.
The document provides details on the supported platforms for SAP BusinessObjects BI Platform 4.3, including:
- Operating systems support for server and client components
- Language support by product
- Browser support
- Java application server, portal server, and other technology support
- Database support for the CMS and audit repository
- Support for virtualization, cloud infrastructure, and other technologies
It notes that only 64-bit versions are supported for most components and that the support is focused on certified and reference versions, though SAP works to maintain compatibility with newer versions when possible. The document is applicable to BI 4.3 and also Edge BI 4.3 and Crystal Server 2020 with some exceptions.
This document summarizes the key changes in SAP Business Planning and Consolidation 10.1, which includes two versions - classic and unified. The unified version requires SAP HANA and references SAP BW InfoProviders, while classic can use various databases. Both have a new HTML5 user interface. Integration and functionality differ between the versions.
Converting SAP Business Objects to a New Architecture SolutionDenodo
Watch full webinar here: https://buff.ly/3Lab4YE
Over the years, customers have implemented BI solutions using SAP Business Objects that span from departmental solutions to enterprise-wide deployments. For many customers, these BI solutions have been and are critical to the operations and management of the business. The users, through IT support, have become accustomed to ad-hoc reporting using Universes along tools like Web Intelligence and Crystal Reports. Based on recent news from SAP, these customers will now have to look for a alternate architectures that does not include traditional SAP Business Objects.
Join us for this session with Jose Benavides, Sr. Solutions Consultant, where will explore a modern solution that will provide business users with similar capabilities to what they have with SAP Business Objects. We’ll present a process for converting years of SAP Business Objects maturity to a new solution with minimal impact to your users.
Watch on-demand and Learn:
- Different options for converting SAP Business Objects to a new architecture solution.
- Recommended option for customers.
- Methodology for a conversion that includes acceleration, PoC, and partnerships.
SAP BusinessObjects 4.3: Überblick und NeuerungenWiiisdom
In this session you will receive an overview of the upcoming SAP BusinessObjects version with its innovations, which are planned for publication at the end of Q2 2020. We would also like to give you a live impression of what the new user interface looks like and how it can be operated.
Speaker : Jörg Diekkämper, Director | Center of Excellence Platform & Technologies, SAP
Migration scenarios RISE with SAP S4HANA Cloud, Private Edition - Version #1....Yevilina Rizka
This document provides guidance on migration scenarios for moving an on-premise SAP system to RISE with SAP S/4HANA Cloud, Private Edition. It outlines the technical qualification criteria for supported source and target releases. The main transition options are system conversion, system copy, or upgrade. The migration process typically uses a migration server method for HANA-based systems. Costs included in the base offering are a migration VM, object store storage, and block storage on the HANA database server. Additional storage requirements and network configurations needed for the migration server deployment on different cloud platforms are also covered.
This webinar presentation provided an overview of SAP's analytics strategy and what is new in SAP BusinessObjects BI 4.3. Key highlights included enhanced user experiences for BI Launchpad, Web Intelligence, and Crystal Reports. Hybrid capabilities were also discussed that enable tighter integration between SAP BusinessObjects BI and SAP Analytics Cloud. The presentation concluded with recommendations for SAP's BI portfolio and more information on SAP Analytics Cloud and SAP BusinessObjects 4.3.
Delta scope sap ehp8 for SAP ERP 6.0 (Technical View)Pierluigi Demaria
SAP ERP 6.0 Enhancement Package 8 (EHP8) is the latest update that provides innovations for existing SAP ERP installations. It delivers technical updates to components like the kernel, SQL Server, and Fiori apps, and consolidates support packages. EHP8 allows customers to continue innovating on their ERP systems without disruption while extending maintenance until 2027. The document outlines the key technical changes in EHP8 across various modules and components, and provides sources for further information like software update manager and pricing notes.
#askSAP Analytics Innovations Community Call: SAP Analytics 2019 Strategy and...SAP Analytics
Whether it’s growing a loyal customer base, pressure from innovative competitors, or retaining top talent, there is no shortage of strategic decisions to make by businesses today. SAP is tackling these challenges head-on by delivering the Intelligent Enterprise, and SAP Analytics is the glue that connects all the pieces together – from data right through to intelligence. Whether through new cloud technologies, existing on-premise investments, or every possible hybrid combination, SAP Analytics enables businesses to make faster, more confident decisions. In this webinar you will learn about what's ahead in 2019 for SAP Analytics. Visit www.sap.com/asksap to view the recording.
ASUG82501 - Integrating SAP Analytics Cloud with SAP Business Warehouse Best ...Yasir595597
This document provides an overview of best practices for integrating SAP Analytics Cloud with SAP BW for live data connectivity. It discusses the supported SAP BW backend versions, data connectivity options including live and import connections, and deployment options for accessing on-premise BW data either behind the corporate firewall or from the public internet. The live connection provides direct access to BW queries without data replication, while respecting all BW authorizations and hierarchies.
This document provides a summary of supported platforms for SAP BusinessObjects BI Platform 4.2. It includes tables listing support for server components, desktop clients, mobile clients, languages, browsers, application servers and other technologies by operating system. The key supported operating systems for server components include Windows, Linux, AIX and Solaris. Desktop clients are supported on Windows and Mac operating systems. A variety of mobile clients, languages and browsers are also supported as detailed in the tables.
This technical pitch deck summarizes SAP solutions on Microsoft Azure. It outlines challenges with on-premises SAP environments and how moving to SAP HANA in the cloud on Azure can enable faster processes, accelerated innovation, and 360-degree insights. It then covers the journey to migrating SAP landscapes to SAP HANA and Azure, including lifting SAP systems with any database to Azure, migrating to SAP HANA, and migrating to S/4HANA. Finally, it discusses how Azure enables insights from SAP and non-SAP data.
#askSAP Analytics Innovations Community Call: Innovation in Core BI Solutions...SAP Analytics
Where is SAP BusinessObjects BI headed, and how will your organization benefit?
See how SAP is delivering on its commitment to innovate its business intelligence (BI) applications. With SAP BusinessObjects BI 4.2 now available, now is a perfect time to explore what this new release has to offer and hear about announcements made at SAPPHIRE NOW 2016.
The new SAP Cloud Platform Integration L2 Deck provides the product overview on SAP Cloud Platform Integration services and wide variety of customer use cases.
Session 4 - SAP Datasphere Sizing Webinar.pdfPanduM7
This document discusses sizing tools and methods for estimating storage and compute requirements for SAP DataSphere. It describes the SAP DataSphere Sizing Tools, which calculate key performance indicators for the SAP DataSphere Capacity Unit Estimator. These include the total size of reporting tables and tables to be stored in the SAP DataSphere BW Bridge. It also discusses using the SAP Quick Sizer questionnaire and SAP BW/4HANA Sizing Report to generate sizing estimates for greenfield and brownfield implementations of SAP DataSphere. The sizing reports provide separate estimates for storage required in the BW Bridge and DataSphere Space components.
SAP_BW_7.5_SP1_powered_by_SAP_HANA SAP Bpawan211374
This document provides an overview and roadmap for SAP BW 7.5 powered by SAP HANA. It discusses key highlights of SAP BW 7.5 including further simplification, integration with the HANA platform, and support for big data scenarios. The document also outlines SAP's strategy to continue driving the SAP BW roadmap based on leveraging SAP HANA capabilities. This includes ongoing simplification and optimization of SAP BW for performance and ease of use.
The document discusses key adoption scenarios and transition paths for moving to SAP S/4HANA. It describes three main scenarios: new implementation, system conversion, and landscape transformation. For system conversion, the document outlines the transition paths from existing SAP Business Suite systems or SAP S/4HANA Finance to SAP S/4HANA, which can be done in a single step using the Software Update Manager tool. Considerations for both on-premise and cloud deployment options are also provided.
The document provides an overview of tools and approaches for adopting SAP S/4HANA, including the SAP Readiness Check, SAP Transformation Navigator, and SAP Migration Cockpit. It discusses key adoption scenarios such as new implementations, system conversions, and landscape transformations. It also summarizes the SAP S/4HANA release strategy and different transition paths from existing SAP systems.
This document discusses three deployment options for SAP Gateway:
1) SAP Gateway hub deployment with service development in the backend system. This allows routing and composition of multiple backend systems through a single access point.
2) SAP Gateway hub deployment with service development in the hub. This avoids installing Gateway components in backend systems but is limited to remote-enabled interfaces.
3) Embedded deployment and service development within the backend system. This reduces runtime overhead but limits routing/composition capabilities between systems.
The document discusses new features in SAP HANA SPS11, including enhanced monitoring of Smart Data Access (SDA) in the SAP HANA cockpit, new SDA adapters that allow access to additional data sources using SDI adapters, an SDA adapter for SAP MII, an SDA adapter for SPARK SQL, and performance tuning techniques for SDA. SDA allows accessing remote data in SAP HANA like local tables without moving the data.
The document provides course descriptions for training courses on SAP software. It lists the names and codes of eight courses, including introductions to SAP BusinessObjects BI solutions, ABAP programming, SAP integration technologies, SAP HANA, and SAP S/4HANA. For each course, it provides a brief overview of topics and goals. It notes that no events are currently scheduled for the listed courses and instructs the user to register interest to be notified of future dates.
SAP UX update for ASUG chapter meetings 2022 Q1 and Q2Peter Spielvogel
The document discusses new tools from SAP to accelerate app development and improve the user experience. Specifically, it mentions:
1) New updates to SAP S/4HANA Cloud including a Horizon visual theme, new product home page, and personalization capabilities.
2) Application development accelerators including a new flexible programming model in SAP Fiori elements using OData V4 and enhanced low-code capabilities in SAP Fiori tools.
3) Demos and previews of the Horizon theme, new product home page, and how SAP Screen Personas provides personalization in SAP S/4HANA Cloud.
SAP #BOBJ #BI 4.1 Upgrade Webcast Series 5: BI Installation and PatchingSAP Analytics
Obtain tips to install and configure SAP BusinessObjects BI 4.1. Learn about the important post-installation configuration that is required on the server. Walk through the necessary steps on building up a patching strategy to take advantage of the latest fixes and enhancements.
• Learn about detailed planning, preparation and prerequisites for a BI install
• Understand the important checkpoints for post-installation configuration
• Learn about BI 4 patching strategy and the tools available to plan your next update
This webinar replay is part of the SAP BusinessObjects BI 4.1 Upgrade Webinar Series: http://scn.sap.com/docs/DOC-56308.
For more on upgrading to SAP BusinessObjects BI 4.1, visit http://www.sapbusinessobjectsbi.com
This document provides an overview of new features and enhancements in SAP BW/4HANA 2.0 SP04, including improved modeling flexibility, data integration, data tiering optimization, data protection and privacy capabilities, and integration with SAP Analytics Cloud. Key updates include new join types and operators for CompositeProviders, automated generation of process chains from data flows, support for updating and deleting cold store data, and integration with SAP Data Protection Workbench for S/4HANA Cloud. The document also notes upcoming end of maintenance dates for various BW products and releases.
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
Migration scenarios RISE with SAP S4HANA Cloud, Private Edition - Version #1....Yevilina Rizka
This document provides guidance on migration scenarios for moving an on-premise SAP system to RISE with SAP S/4HANA Cloud, Private Edition. It outlines the technical qualification criteria for supported source and target releases. The main transition options are system conversion, system copy, or upgrade. The migration process typically uses a migration server method for HANA-based systems. Costs included in the base offering are a migration VM, object store storage, and block storage on the HANA database server. Additional storage requirements and network configurations needed for the migration server deployment on different cloud platforms are also covered.
This webinar presentation provided an overview of SAP's analytics strategy and what is new in SAP BusinessObjects BI 4.3. Key highlights included enhanced user experiences for BI Launchpad, Web Intelligence, and Crystal Reports. Hybrid capabilities were also discussed that enable tighter integration between SAP BusinessObjects BI and SAP Analytics Cloud. The presentation concluded with recommendations for SAP's BI portfolio and more information on SAP Analytics Cloud and SAP BusinessObjects 4.3.
Delta scope sap ehp8 for SAP ERP 6.0 (Technical View)Pierluigi Demaria
SAP ERP 6.0 Enhancement Package 8 (EHP8) is the latest update that provides innovations for existing SAP ERP installations. It delivers technical updates to components like the kernel, SQL Server, and Fiori apps, and consolidates support packages. EHP8 allows customers to continue innovating on their ERP systems without disruption while extending maintenance until 2027. The document outlines the key technical changes in EHP8 across various modules and components, and provides sources for further information like software update manager and pricing notes.
#askSAP Analytics Innovations Community Call: SAP Analytics 2019 Strategy and...SAP Analytics
Whether it’s growing a loyal customer base, pressure from innovative competitors, or retaining top talent, there is no shortage of strategic decisions to make by businesses today. SAP is tackling these challenges head-on by delivering the Intelligent Enterprise, and SAP Analytics is the glue that connects all the pieces together – from data right through to intelligence. Whether through new cloud technologies, existing on-premise investments, or every possible hybrid combination, SAP Analytics enables businesses to make faster, more confident decisions. In this webinar you will learn about what's ahead in 2019 for SAP Analytics. Visit www.sap.com/asksap to view the recording.
ASUG82501 - Integrating SAP Analytics Cloud with SAP Business Warehouse Best ...Yasir595597
This document provides an overview of best practices for integrating SAP Analytics Cloud with SAP BW for live data connectivity. It discusses the supported SAP BW backend versions, data connectivity options including live and import connections, and deployment options for accessing on-premise BW data either behind the corporate firewall or from the public internet. The live connection provides direct access to BW queries without data replication, while respecting all BW authorizations and hierarchies.
This document provides a summary of supported platforms for SAP BusinessObjects BI Platform 4.2. It includes tables listing support for server components, desktop clients, mobile clients, languages, browsers, application servers and other technologies by operating system. The key supported operating systems for server components include Windows, Linux, AIX and Solaris. Desktop clients are supported on Windows and Mac operating systems. A variety of mobile clients, languages and browsers are also supported as detailed in the tables.
This technical pitch deck summarizes SAP solutions on Microsoft Azure. It outlines challenges with on-premises SAP environments and how moving to SAP HANA in the cloud on Azure can enable faster processes, accelerated innovation, and 360-degree insights. It then covers the journey to migrating SAP landscapes to SAP HANA and Azure, including lifting SAP systems with any database to Azure, migrating to SAP HANA, and migrating to S/4HANA. Finally, it discusses how Azure enables insights from SAP and non-SAP data.
#askSAP Analytics Innovations Community Call: Innovation in Core BI Solutions...SAP Analytics
Where is SAP BusinessObjects BI headed, and how will your organization benefit?
See how SAP is delivering on its commitment to innovate its business intelligence (BI) applications. With SAP BusinessObjects BI 4.2 now available, now is a perfect time to explore what this new release has to offer and hear about announcements made at SAPPHIRE NOW 2016.
The new SAP Cloud Platform Integration L2 Deck provides the product overview on SAP Cloud Platform Integration services and wide variety of customer use cases.
Session 4 - SAP Datasphere Sizing Webinar.pdfPanduM7
This document discusses sizing tools and methods for estimating storage and compute requirements for SAP DataSphere. It describes the SAP DataSphere Sizing Tools, which calculate key performance indicators for the SAP DataSphere Capacity Unit Estimator. These include the total size of reporting tables and tables to be stored in the SAP DataSphere BW Bridge. It also discusses using the SAP Quick Sizer questionnaire and SAP BW/4HANA Sizing Report to generate sizing estimates for greenfield and brownfield implementations of SAP DataSphere. The sizing reports provide separate estimates for storage required in the BW Bridge and DataSphere Space components.
SAP_BW_7.5_SP1_powered_by_SAP_HANA SAP Bpawan211374
This document provides an overview and roadmap for SAP BW 7.5 powered by SAP HANA. It discusses key highlights of SAP BW 7.5 including further simplification, integration with the HANA platform, and support for big data scenarios. The document also outlines SAP's strategy to continue driving the SAP BW roadmap based on leveraging SAP HANA capabilities. This includes ongoing simplification and optimization of SAP BW for performance and ease of use.
The document discusses key adoption scenarios and transition paths for moving to SAP S/4HANA. It describes three main scenarios: new implementation, system conversion, and landscape transformation. For system conversion, the document outlines the transition paths from existing SAP Business Suite systems or SAP S/4HANA Finance to SAP S/4HANA, which can be done in a single step using the Software Update Manager tool. Considerations for both on-premise and cloud deployment options are also provided.
The document provides an overview of tools and approaches for adopting SAP S/4HANA, including the SAP Readiness Check, SAP Transformation Navigator, and SAP Migration Cockpit. It discusses key adoption scenarios such as new implementations, system conversions, and landscape transformations. It also summarizes the SAP S/4HANA release strategy and different transition paths from existing SAP systems.
This document discusses three deployment options for SAP Gateway:
1) SAP Gateway hub deployment with service development in the backend system. This allows routing and composition of multiple backend systems through a single access point.
2) SAP Gateway hub deployment with service development in the hub. This avoids installing Gateway components in backend systems but is limited to remote-enabled interfaces.
3) Embedded deployment and service development within the backend system. This reduces runtime overhead but limits routing/composition capabilities between systems.
The document discusses new features in SAP HANA SPS11, including enhanced monitoring of Smart Data Access (SDA) in the SAP HANA cockpit, new SDA adapters that allow access to additional data sources using SDI adapters, an SDA adapter for SAP MII, an SDA adapter for SPARK SQL, and performance tuning techniques for SDA. SDA allows accessing remote data in SAP HANA like local tables without moving the data.
The document provides course descriptions for training courses on SAP software. It lists the names and codes of eight courses, including introductions to SAP BusinessObjects BI solutions, ABAP programming, SAP integration technologies, SAP HANA, and SAP S/4HANA. For each course, it provides a brief overview of topics and goals. It notes that no events are currently scheduled for the listed courses and instructs the user to register interest to be notified of future dates.
SAP UX update for ASUG chapter meetings 2022 Q1 and Q2Peter Spielvogel
The document discusses new tools from SAP to accelerate app development and improve the user experience. Specifically, it mentions:
1) New updates to SAP S/4HANA Cloud including a Horizon visual theme, new product home page, and personalization capabilities.
2) Application development accelerators including a new flexible programming model in SAP Fiori elements using OData V4 and enhanced low-code capabilities in SAP Fiori tools.
3) Demos and previews of the Horizon theme, new product home page, and how SAP Screen Personas provides personalization in SAP S/4HANA Cloud.
SAP #BOBJ #BI 4.1 Upgrade Webcast Series 5: BI Installation and PatchingSAP Analytics
Obtain tips to install and configure SAP BusinessObjects BI 4.1. Learn about the important post-installation configuration that is required on the server. Walk through the necessary steps on building up a patching strategy to take advantage of the latest fixes and enhancements.
• Learn about detailed planning, preparation and prerequisites for a BI install
• Understand the important checkpoints for post-installation configuration
• Learn about BI 4 patching strategy and the tools available to plan your next update
This webinar replay is part of the SAP BusinessObjects BI 4.1 Upgrade Webinar Series: http://scn.sap.com/docs/DOC-56308.
For more on upgrading to SAP BusinessObjects BI 4.1, visit http://www.sapbusinessobjectsbi.com
This document provides an overview of new features and enhancements in SAP BW/4HANA 2.0 SP04, including improved modeling flexibility, data integration, data tiering optimization, data protection and privacy capabilities, and integration with SAP Analytics Cloud. Key updates include new join types and operators for CompositeProviders, automated generation of process chains from data flows, support for updating and deleting cold store data, and integration with SAP Data Protection Workbench for S/4HANA Cloud. The document also notes upcoming end of maintenance dates for various BW products and releases.
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
State of Artificial intelligence Report 2023kuntobimo2016
Artificial intelligence (AI) is a multidisciplinary field of science and engineering whose goal is to create intelligent machines.
We believe that AI will be a force multiplier on technological progress in our increasingly digital, data-driven world. This is because everything around us today, ranging from culture to consumer products, is a product of intelligence.
The State of AI Report is now in its sixth year. Consider this report as a compilation of the most interesting things we’ve seen with a goal of triggering an informed conversation about the state of AI and its implication for the future.
We consider the following key dimensions in our report:
Research: Technology breakthroughs and their capabilities.
Industry: Areas of commercial application for AI and its business impact.
Politics: Regulation of AI, its economic implications and the evolving geopolitics of AI.
Safety: Identifying and mitigating catastrophic risks that highly-capable future AI systems could pose to us.
Predictions: What we believe will happen in the next 12 months and a 2022 performance review to keep us honest.
The Building Blocks of QuestDB, a Time Series Databasejavier ramirez
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
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
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...Social Samosa
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
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
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