Discover how spatial solutions from SAP can help your business leverage geographic and spatial data to deliver location intelligence, increase insight, and improve efficiency. Solutions include SAP HANA, SAP BusinessObjects Analytics, SAP Geographical Enablement Framework, SAP GEO.e, Galigeo.
The SAP solutions for Enterprise Information Management (EIM) Overview presentation provides a comprehensive overview on the portfolio of EIM solutions.
Building Custom Advanced Analytics Applications with SAP HANASAP Technology
View the presentation from Greg Chase, Sr. Director, SAP HANA Customer Innovation, at the SAP Insider HANA 2014 conference in Orlando.
Learn how SAP is Building Differentiating Applications with SAP HANA to improve your company's economic moat. Using SAP HANA, we are achieving innovation and differentiating apps for your company and customers.
Also gain insight into SAP River for SAP HANA which allows rapid development of SAP HANA native applications and fast invention.
Big Data, Big Thinking: Simplified Architecture Webinar Fact SheetSAP Technology
How can you handle the complexities of Big Data while simplifying your IT architecture? In this webinar, SAP’s Dr Mark von Kopp and Bernard Doering from Cloudera reveal why Big Data is about more than the “3 Vs” and how to create a unified data management framework that will actively streamline your IT landscape.
Take a look at this fact sheet to discover the future of Big Data now.
More information at http://www.sapbigdatabigthinking.com/
This presentation is a supplement to the "Why SAP HANA?" video on Youtube. Download and follow along to the video. An added bonus to this presentation is an Appendix and Presentation Notes slides.
Video Link: https://www.youtube.com/watch?v=VCEr9Y8ZrVQ
The SAP solutions for Enterprise Information Management (EIM) Overview presentation provides a comprehensive overview on the portfolio of EIM solutions.
Building Custom Advanced Analytics Applications with SAP HANASAP Technology
View the presentation from Greg Chase, Sr. Director, SAP HANA Customer Innovation, at the SAP Insider HANA 2014 conference in Orlando.
Learn how SAP is Building Differentiating Applications with SAP HANA to improve your company's economic moat. Using SAP HANA, we are achieving innovation and differentiating apps for your company and customers.
Also gain insight into SAP River for SAP HANA which allows rapid development of SAP HANA native applications and fast invention.
Big Data, Big Thinking: Simplified Architecture Webinar Fact SheetSAP Technology
How can you handle the complexities of Big Data while simplifying your IT architecture? In this webinar, SAP’s Dr Mark von Kopp and Bernard Doering from Cloudera reveal why Big Data is about more than the “3 Vs” and how to create a unified data management framework that will actively streamline your IT landscape.
Take a look at this fact sheet to discover the future of Big Data now.
More information at http://www.sapbigdatabigthinking.com/
This presentation is a supplement to the "Why SAP HANA?" video on Youtube. Download and follow along to the video. An added bonus to this presentation is an Appendix and Presentation Notes slides.
Video Link: https://www.youtube.com/watch?v=VCEr9Y8ZrVQ
Definition - What does SAP HANA mean?
SAP HANA is an application that uses in-memory database technology that allows the processing of massive amounts of real-time data in a short time. The in-memory computing engine allows HANA to process data stored in RAM as opposed to reading it from a disk. This allows the application to provide instantaneous results from customer transactions and data analyses.
HANA stands for high-performance analytic appliance.
SUMTWO explains SAP HANA
SAP HANA is designed to process structured data from relational databases, both SAP and non-SAP, and applications and other systems rapidly. It is capable of using three styles of data replication depending on the source of the data - log-based, ETL-based and trigger-based. The relocated structured data is stored directly in memory. Because of this, data can be accessed quickly in real time by the applications that use HANA.
SAP HANA supports various use cases for real-time analytics. Some examples include:
•Monitoring and optimization of telecommunications network
•Supply chain and retail optimization
•Fraud detection and security
•Forecasting and profitability reporting
•Energy use optimization and monitoring
The heart of SAP HANA Enterprise 1.0 is the SAP In-Memory Database 1.0, a massively parallel processing data store that melds row-based, column-based, and object-based storage techniques. Other components of SAP HANA Enterprise 1.0 include:
• SAP In-Memory Computing Studio,
• SAP Host Agent 7.2,
• SAPCAR 7.10,
• Sybase Replication Server 15,
• SAP HANA Load Controller 1.00, and,
• SAP Landscape Transformation 1 - SHC for ABA.
This lecture will discuss and demonstrate how SQL Anywhere can be used in Internet of Things scenarios. Learn how to leverage the full power of SQL Anywhere in applications that run on single board computers like the Raspberry Pi. Topics discussed will include an overview of IoT, deployment and setup of SQL Anywhere on single board computers, and an example application to demonstrate the powerful and flexible applications that can be run anywhere and synchronize data back to an enterprise data source such as Hana Cloud Platform.
New Economics of SAP Business Suite powered by SAP HANASAP Technology
This presentation was presented at the SAP HANA 4 IoT LinkedIn Community event to exaplain the new economics of SAP Business Suite powered by SAP HANA.
Spark Usage in Enterprise Business OperationsSAP Technology
At Spark Summit East 2016, SAP’s Ken Tsai highlighted how SAP HANA Vora extends Apache Spark to provide OLAP modeling capabilities and real-time query federation to enterprise data. You will learn real-world use cases where instant insight from a combination of enterprise and Hadoop data make an impact on everyday business operations.
CIO Guide to Using SAP HANA Platform For Big DataSnehanshu Shah
This guide supports CIOs in setting up a system infrastructure for their business that can get the best out of Big Data. We describe what the SAP HANA platform can do and how it integrates with Hadoop and related technologies interplay, looking at data life cycle management and data streaming. Concrete use cases point out the requirements associated with Big Data as well as the opportunities it offers, and how companies are already taking advantage of them.
SAP HANA and Apache Hadoop for Big Data Management (SF Scalable Systems Meetup)Will Gardella
In this presentation I argue that the future of data management may see a split between (1) real-time in-memory systems such as SAP HANA for most enterprise workloads (2) disk-based free and open-source Apache Hadoop for certain specialized big data uses.
The presentation starts with a definition of what is intended by the term big data, then talks about SAP HANA and Apache Hadoop from the perspective of suitability for enterprise use with a special concentration on Hadoop. (The basics of SAP HANA were covered in the immediately preceding session). This is followed by a description of currently available SAP support for Apache Hadoop in SAP BI 4.0 and SAP Data Services / EIM. Due to time constraints I did not discuss Apache Hadoop support built into Sybase IQ.
Five Reasons To Skip SAP Suite on HANA and Go Directly to SAP S/4HANASAP Technology
Don’t burn extra resources. Read on to discover five reasons to fly direct to SAP S/4HANA instead of adding a layover at SAP Suite on Hana (SoH) on the way.
Spotlight on Financial Services with Calypso and SAP ASESAP Technology
Capital markets solutions from Calypso and SAP ASE can help your organization reduce the total number of systems in use, simplify business architecture, streamline processes, and improve efficiency – all while reducing total cost of ownership.
Definition - What does SAP HANA mean?
SAP HANA is an application that uses in-memory database technology that allows the processing of massive amounts of real-time data in a short time. The in-memory computing engine allows HANA to process data stored in RAM as opposed to reading it from a disk. This allows the application to provide instantaneous results from customer transactions and data analyses.
HANA stands for high-performance analytic appliance.
SUMTWO explains SAP HANA
SAP HANA is designed to process structured data from relational databases, both SAP and non-SAP, and applications and other systems rapidly. It is capable of using three styles of data replication depending on the source of the data - log-based, ETL-based and trigger-based. The relocated structured data is stored directly in memory. Because of this, data can be accessed quickly in real time by the applications that use HANA.
SAP HANA supports various use cases for real-time analytics. Some examples include:
•Monitoring and optimization of telecommunications network
•Supply chain and retail optimization
•Fraud detection and security
•Forecasting and profitability reporting
•Energy use optimization and monitoring
The heart of SAP HANA Enterprise 1.0 is the SAP In-Memory Database 1.0, a massively parallel processing data store that melds row-based, column-based, and object-based storage techniques. Other components of SAP HANA Enterprise 1.0 include:
• SAP In-Memory Computing Studio,
• SAP Host Agent 7.2,
• SAPCAR 7.10,
• Sybase Replication Server 15,
• SAP HANA Load Controller 1.00, and,
• SAP Landscape Transformation 1 - SHC for ABA.
This lecture will discuss and demonstrate how SQL Anywhere can be used in Internet of Things scenarios. Learn how to leverage the full power of SQL Anywhere in applications that run on single board computers like the Raspberry Pi. Topics discussed will include an overview of IoT, deployment and setup of SQL Anywhere on single board computers, and an example application to demonstrate the powerful and flexible applications that can be run anywhere and synchronize data back to an enterprise data source such as Hana Cloud Platform.
New Economics of SAP Business Suite powered by SAP HANASAP Technology
This presentation was presented at the SAP HANA 4 IoT LinkedIn Community event to exaplain the new economics of SAP Business Suite powered by SAP HANA.
Spark Usage in Enterprise Business OperationsSAP Technology
At Spark Summit East 2016, SAP’s Ken Tsai highlighted how SAP HANA Vora extends Apache Spark to provide OLAP modeling capabilities and real-time query federation to enterprise data. You will learn real-world use cases where instant insight from a combination of enterprise and Hadoop data make an impact on everyday business operations.
CIO Guide to Using SAP HANA Platform For Big DataSnehanshu Shah
This guide supports CIOs in setting up a system infrastructure for their business that can get the best out of Big Data. We describe what the SAP HANA platform can do and how it integrates with Hadoop and related technologies interplay, looking at data life cycle management and data streaming. Concrete use cases point out the requirements associated with Big Data as well as the opportunities it offers, and how companies are already taking advantage of them.
SAP HANA and Apache Hadoop for Big Data Management (SF Scalable Systems Meetup)Will Gardella
In this presentation I argue that the future of data management may see a split between (1) real-time in-memory systems such as SAP HANA for most enterprise workloads (2) disk-based free and open-source Apache Hadoop for certain specialized big data uses.
The presentation starts with a definition of what is intended by the term big data, then talks about SAP HANA and Apache Hadoop from the perspective of suitability for enterprise use with a special concentration on Hadoop. (The basics of SAP HANA were covered in the immediately preceding session). This is followed by a description of currently available SAP support for Apache Hadoop in SAP BI 4.0 and SAP Data Services / EIM. Due to time constraints I did not discuss Apache Hadoop support built into Sybase IQ.
Five Reasons To Skip SAP Suite on HANA and Go Directly to SAP S/4HANASAP Technology
Don’t burn extra resources. Read on to discover five reasons to fly direct to SAP S/4HANA instead of adding a layover at SAP Suite on Hana (SoH) on the way.
Spotlight on Financial Services with Calypso and SAP ASESAP Technology
Capital markets solutions from Calypso and SAP ASE can help your organization reduce the total number of systems in use, simplify business architecture, streamline processes, and improve efficiency – all while reducing total cost of ownership.
Deployment and Development approaches for the ISV using PowerBuilder and SQL ...SAP Technology
PowerBuilder has always been very agnostic in the fact that it had the capability to connect to practically every database on the market. However, when it comes to the ISV, and wanting to the ability to integrate and deploy a powerful feature rich database within their application, SQL Anywhere stands out as one of the most powerful databases to integrate within your PowerBuilder applications. In this session we will discuss development features that will take you beyond the standard CRUD model used with attaching to databases. We will also discuss approaches to deploying a PowerBuilder application that is bundled with SQL Anywhere, and how certain deployment models can lead to an extremely easy to support application environment with both products.
Building ISV Applications that run in the cloud with SQL Anywhere On-Demand E...SAP Technology
This lecture discusses how ISVs in the traditional shrink-wrapped software market can move to the cloud and provide SaaS solutions to their customers with SQL Anywhere on-demand edition providing their data managment platform. We discuss some of the reasons why an ISV and their customers would want to move to a SaaS model, some of the barriers that make this difficult for established ISV's and demonstrate how with SQL Anywhere on-demand edition ISVs can build, deploy, and manage cloud applications.
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 lecture will include examples of how to use some of SQL Anywhere's lesser known but incredibly powerful functionality to deliver applications that can do more for your customers. Features discussed will include the SQL Anywhere http server, using external environments to call Java/C++/.Net libraries, materialized views, and more.
Big Data, Big Thinking: Untapped OpportunitiesSAP Technology
In this webinar factsheet, SAP’s Rohit Nagarajan and Suni Verma from Ernst & Young explore Big Data in India, adoption patterns across the globe, and how you can embark on your own Big Data journey.
Tomorrow’s industry leaders are the ones that draw new insights by creatively combining the data they have today. That can be a real challenge for most companies, especially since data types and volumes have grown astronomically over the last decade. And when you pair that with the tasks of gathering, organizing, and managing information from all over an organization and ensuring its accuracy, you have quite a job on your hands. But with our comprehensive portfolio of enterprise information management solutions, your business can unlock the power of its data, achieve entirely new insights, and use them to create a winning future.
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.
OData is becoming the "Lingua Franca" for data exchange across the internet. Serve up OData web services from most relational database backends requires a web server and 3rd-party custom components that translate OData calls into SQL statements (and vice-versa). SQLAnywhere 16.0 introduced a new OData Producer that does all this work for you automatically. This session will walk throught the setup and configuration of this new server process, and show real world examples on how to use it.
Spatial Processing with SAP HANA Infographic shows the different spatial data types, functions, services, and content available natively on the platform and also delivered via 3rd party mapping services. For more information please visit saphana.com/spatial
The strategic relationship between Hortonworks and SAP enables SAP to resell Hortonworks Data Platform (HDP) and provide enterprise support for their global customer base. This means SAP customers can incorporate enterprise Hadoop as a complement within a data architecture that includes SAP HANA and SAP BusinessObjects enabling a broad range of new analytic applications.
3 Benefits of Multi-Temperature Data Management for Data AnalyticsMapR Technologies
SAP® HANA and SAP® IQ are popular platforms for various analytical and transactional use cases. If you’re an SAP customer, you’ve experienced the benefits of deploying these solutions. However, as data volumes grow, you’re likely asking yourself: How do I scale storage to support these applications? How can I have one platform for various applications and use cases?
What's New with SAP BusinessObjects Business Intelligence 4.1?SAP Analytics
http://spr.ly/sapbusinessobjectsbi - Learn more about SAP's strategy for an enterprise BI and the new features in SAP BusinessObjects Business Intelligence 4.1.
For more information on “SAP BusinessObjects BI 4.1 Upgrade”, register for our upcoming webcast on October 8, 2013, 8 AM PST: http://bit.ly/1bamzuh
Mapping for Advanced Business Analytics - ArcGIS Business AnalystEsri Ireland
The Esri Ireland 'Do One Thing Well' webinar series is back with episode #7 - Mapping for Advanced Business Analytics.
Whether you are new to ArcGIS Business Analyst or looking to expand your expertise, these slides will take you through the benefits and value of using Business Analytic Web & Desktop (Pro) tools & functionality.
You can view the accompanying tutorial on our YouTube channel here: https://bit.ly/2VAJQzR
Extend SAP S/4HANA to deliver real-time intelligent processesSAP Technology
Accelerate your journey towards an intelligent enterprise. Extend SAP S/4HANA with SAP’s business technology platform to make data from all sources available to business applications and analytics, deliver real-time insights to act quickly, augment intelligence, and enable breakthrough innovations.
Future-Proof Your Business Processes by Automating SAP S/4HANA processes with...SAP Technology
Automating repetitive manual business processes enables your employees to focus on key business priorities, reduce manual errors, and improve customer satisfaction. Learn how SAP Intelligent Robotic Process Automation helps you automate SAP S/4HANA business processes with pre-built bots and comprehensive development toolset.
7 Top Reasons to Automate Processes with SAP Intelligent Robotic Processes Au...SAP Technology
SAP Intelligent Robotic Processes Automation (RPA) is designed to automate SAP S/4HANA processes and comes with prebuilt bots to accelerate automation. Enable employees to focus on higher priority tasks, reduce manual errors, and increase customer satisfaction by automating repetitive manual SAP S/4HANA process steps using SAP Intelligent RPA.
Process optimization and automation for SAP S/4HANA with SAP’s Business Techn...SAP Technology
As you move to SAP S/4HANA, take this opportunity to optimize and automate your business processes to become an intelligent enterprise. With SAP’s business technology platform, you can understand your processes, integrate SAP and non-SAP apps with S/4HANA and help your knowledge works focus on higher-value tasks by automating repetitive manual tasks.
Accelerate your journey to SAP S/4HANA with SAP’s Business Technology PlatformSAP Technology
Best run companies are already benefiting from SAP S/4HANA. Move to SAP S/4HANA quickly with confidence. SAP EIM and SAP Cloud Platform capabilities help you migrate data, curate, and govern master data, archive unused data, move custom code. With performance, functional, and security test tools, customers can move to SAP S/4HANA with confidence.
Accelerate Your Move to an Intelligent Enterprise with SAP Cloud Platform and...SAP Technology
Manage rapidly evolving business processes with greater ease. Minimize complex, time-consuming updates. Reduce high maintenance costs. Discover how enterprise IT teams are conquering the challenges of migrating from legacy ERP systems and innovating faster with SAP Cloud Platform and SAP S/4HANA.
Transform your business with intelligent insights and SAP S/4HANASAP Technology
Extend SAP S/4HANA with SAP’s Business Technology Platform to enable digital transformation through data-driven intelligence and process innovation. Learn how SAP’s Business Technology Platform delivers unprecedented opportunities for business process innovation.
SAP Cloud Platform for SAP S/4HANA: Accelerate your move to an Intelligent En...SAP Technology
Keep SAP S/4HANA clean to deliver a stable digital core and accelerate innovations. Leverage SAP Cloud Platform for SAP S/4HANA integration with SAP and non-SAP applications, side-by-side extensions, and innovations so that you can accelerate your move to SAP S/4HANA, deliver a stable S/4HANA system, and offer an agile development.
Innovate collaborative applications with SAP Jam Collaboration & SAP Cloud Pl...SAP Technology
Learn how SAP Jam Collaboration together with SAP Cloud Platform helps you to transform your existing applications by enabling collaboration inside applications and allows you to innovate next-generation collaborative applications. SAP Jam Collaboration also simplifies application development by providing a single platform to brainstorm, collaborate, share documents and track progress and streamline application roll-out and support by providing a place to share training material and self-service support forums. With SAP Jam Collaboration, you can also build a modern intranet with collaboration capabilities which is easy to update and accessible from mobile and outside corporate network. You can simplify IT landscape by consolidating software solutions such as document storage systems, blogging platform, wikis, collaboration platform and real-time messaging tools using SAP Jam Collaboration.
This presentation talks about how SAP S/4HANA can empower finance to strategically guide your business evolution via instant insights, intuitive user experience, and a flexible non-disruptive platform.
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/