In this presentation you will learn about the enhancements and new capabilities of SAP HANA Predictive Analysis Library and related components. We will specifically highlight enhanced and new algorithms like Random Forests, which are one of the most powerful, fully automated, machine learning techniques. With almost no data preparation or modeling expertise, analysts can effortlessly obtain surprisingly effective models. “Random Forests” is an essential component in the modern data scientist’s toolkit and therefore a highlight to be introduced with SAP HANA SPS11.
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.
In this presentation you will learn about the enhancements and new capabilities of SAP HANA Predictive Analysis Library and related components. We will specifically highlight enhanced and new algorithms like Random Forests, which are one of the most powerful, fully automated, machine learning techniques. With almost no data preparation or modeling expertise, analysts can effortlessly obtain surprisingly effective models. “Random Forests” is an essential component in the modern data scientist’s toolkit and therefore a highlight to be introduced with SAP HANA SPS11.
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.
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.
This session will discuss the new features in SPS11 for SAP HANA Spatial. SPS11 introduces Spatial Clustering capability, and supports three clustering algorithms.
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.
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
R is an in-memory based scripting language and is capable of handling big data, tens of gigabytes and hundreds of millions of rows. And when combined with SAP HANA, R offers the potential to take the in-memory analytics to a whole new level. Imagine performing advanced statistical analysis such as decision tree, game-theory, linear and multiple regressions and much more inside SAP HANA on millions of rows and turning around with critical business insights at the speed of thought.
SAP HANA typical implementations today
Outlook for the next 12-18 months
Disaster Recovery capabilities of SAP HANA
Complete automation of Disaster Recovery for SAP HANA with SUSE Linux High Availability
Speakers: Dan Lahl (VP Database Product, SAP), Markus Guertler (Senior SAP Architect, SUSE)
Whether MVC for user interfaces, or Spine and Leaf for data centers, new
architecture patterns in our industry act as sort of historical markers of the
effectiveness and acceptance of new technologies. Practical techniques push the
bounds resulting in a shift. Application of distributed storage and streaming
capabilities such as Kafka and of course Hadoop are shifting Big Data architectures
from a layer cake concept, or North/South oriented approach to one which can be
thought of as an East/West architectural concept. Recently popular is Lambda
Architecture, this article presents an SAP HANA based rendering of the Lambda
Architecture.
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.
This session will discuss the new features in SPS11 for SAP HANA Spatial. SPS11 introduces Spatial Clustering capability, and supports three clustering algorithms.
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.
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
R is an in-memory based scripting language and is capable of handling big data, tens of gigabytes and hundreds of millions of rows. And when combined with SAP HANA, R offers the potential to take the in-memory analytics to a whole new level. Imagine performing advanced statistical analysis such as decision tree, game-theory, linear and multiple regressions and much more inside SAP HANA on millions of rows and turning around with critical business insights at the speed of thought.
SAP HANA typical implementations today
Outlook for the next 12-18 months
Disaster Recovery capabilities of SAP HANA
Complete automation of Disaster Recovery for SAP HANA with SUSE Linux High Availability
Speakers: Dan Lahl (VP Database Product, SAP), Markus Guertler (Senior SAP Architect, SUSE)
Whether MVC for user interfaces, or Spine and Leaf for data centers, new
architecture patterns in our industry act as sort of historical markers of the
effectiveness and acceptance of new technologies. Practical techniques push the
bounds resulting in a shift. Application of distributed storage and streaming
capabilities such as Kafka and of course Hadoop are shifting Big Data architectures
from a layer cake concept, or North/South oriented approach to one which can be
thought of as an East/West architectural concept. Recently popular is Lambda
Architecture, this article presents an SAP HANA based rendering of the Lambda
Architecture.
Agenda:
SAP HANA Development Overview
SAP HANA XS Technical Services (XS)
SAP HANA Studio Development Perspective
Browser Based Development Tools
SAP HANA Native Development Model
Introducing River
SUSE Technology Overview
SAP PartnerEdge for Application Development
Q&A
Keen It Technologies is providing SAP Online Courses. SAP HANA Online Course is also available here. Candidates who are intrested can do the cerfication course in SAP HANA.
In this session from SAP Inside Track Hamburg 2012 I'm introducing frameworks from SAP Business Suite Foundation and discuss the problem of missing documentation.
Beginner's Guide: Programming with ABAP on HANAAshish Saxena
The focus of this blog is to present an overview of the new programming techniques in ABAP after the introduction of HANA database. The focus will be towards providing a guideline on why and how an ABAP developer should start transitioning its code to use the new coding technique’s.
Using Apache Spark with IBM SPSS Modeler with Dr. Steve Poulin.
An introduction to Apache Spark and its relevant integration with IBM SPSS Modeler. Why integrate? What type of benefits?
A review the integration process high level and advise which enhanced features to pay attention to, and common pitfalls to avoid.
SAP Overview and Architecture
Learn SAP: You Tube Channel - Business Consulting
https://www.youtube.com/channel/UCJWpmkuzZv-VDUyBGhR8yOw
Please Like, Comment, Share and Subscribe
AUSOUG - NZOUG-GroundBreakers-Jun 2019 - AI and Machine LearningSandesh Rao
Autonomous Database is one of the hottest Oracle products where we have attempted to use Machine Learning for several aspects of the service. This presentation takes a view on our current state of Diagnostic methodology in the Autonomous Database Cloud services and how do we process this data to find anomalies in them to troubleshoot them at a scale of several petabytes a year and conduct AIOps. Some of the use cases we will cover are a Log Anomaly timeline which we reduce significant amounts of logs using semi-supervised machine learning techniques to reduce logs and match them in near real time. We will cover techniques to analyze database issues using Machine learning techniques like Kmeans , TFIDF, Random Forests, and z-scores to predict if a spike in the CPU is a normal or abnormal spike. We will also talk about RNN’s with LSTM/GRU as some of the applications of how to predict faults before they happen. Some of the other use cases are to use convolution filters to determine maintenance windows within the database workloads, determine best times to do database backups, security anomaly timelines and many others. This is a production service and this can be used if you have a customer SR/defect today. The service is much more extensive inside the Oracle Autonomous Database Cloud. This presentation will accompany several examples with how to apply these techniques, machine learning knowledge is preferred but not a prerequisite
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.
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.
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.
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.
SAP Helps Reduce Silos Between Business and Spatial DataSAP Technology
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.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
23. Thank you
Contact information
Ron Silberstein
SAP HANA Product Management
AskSAPHANA@sap.com
To get the best overview of what’s new in SAP HANA SPS 07, read this blog.
Selecting (drag‘n‘drop) a AFL Procedurefromthecomponentspanel(here e.g. kmeans)+ Selecting (drag‘n‘drop) + connecting an inputtabletothedatasourcePlaceholderforappropriatetabletypesData sourcetable type areautomaticallyfilledandmapped