In this presentation you will learn about the enhancements and new capabilities of SAP HANA View Modeling. A specific focus targets Calculation View Modeling capabilities in SAP HANA Studio as well as the SAP HANA Web-based Development Workbench. Further conversion tools for Attribute- and Analytic Views will be introduced and we will outline the Calculation View StarJoin multidimensional scenario functional- as well as analytic processing-capabilities.
SAP HANA converges database and application platform capabilities in-memory to transform transactions, analytics, text analysis, predictive and spatial processing so businesses can operate in real-time. Here is a short overview of some possible use architecture types for SAP HANA as a platform, dedicated to SAP solutions.
SAP HANA converges database and application platform capabilities in-memory to transform transactions, analytics, text analysis, predictive and spatial processing so businesses can operate in real-time. Here is a short overview of some possible use architecture types for SAP HANA as a platform, dedicated to SAP solutions.
Get Free Online SAP S4 Hana Logistic Demo and get Online videos,Documents,recordings,green field implementation by our real time SAP experts. so please register
https://webinarit324573860.wordpress.com/sap-s4-hana-finanance-training/
Mastering SAP Monitoring - SAP SLT & RFC Connection MonitoringLinh Nguyen
Part 6 of Mastering SAP Monitoring series http://www.itconductor.com/blog/mastering-sap-monitoring-without-sap-ccms-or-solman explains SAP SLT & RFC Connection monitoring challenges and solutions.
SAP Ecosystem comprise of many essential connection and data exchanges which require availability and performance monitoring. SAP Landscape Transformation (SLT) replication are trigger-based data synchronization technology with growing use for live business applications. SLT and among other SAP connectivity options also depend greatly on RFC Connectivity which needs to be monitored to ensure high quality service of the SAP ecosystem.
We will explain these topics in detail with regards to SAP and the 10 principles of Application-Centric Service Management & Automation
Benefits:
1) SLT Monitoring: Schema-based monitoring with status and latency of each table being replicated
2) RFC Connection Monitoring: Simple way to monitor connections from each SAP system without complex software or setup
Audience: SAP Basis Administrator, SAP DBA, HANA Admin, IT operations and managers of environments.
Technical Overview of CDS View - SAP HANA Part IIAshish Saxena
It is very important that a developer understands that technically, CDS is an enhancement of SQL which provides a Data Definition Language (DDL) for defining semantically rich database tables/views (CDS entities) and user-defined types in the database. Unlike the SAP HANA CDS, ABAP CDS are independent of the database system. The entities of the models defined in ABAP CDS provide enhanced access functions compared with existing database tables and views defined in ABAP Dictionary, making it possible to optimize Open SQL-based applications. And it is because of these unparalleled advantages that ABAP CDS is the most preferred form of methodology when it comes to Code to Data paradigm.
Principal SAP Consultant, Brian Reid, explains the options that are available to deliver new innovation into your SAP ERP environments with a view to embarking on the road to SAP S/4HANA.
SAP BW/4HANA - The Intelligent Enterprise Data WarehouseStridely Solutions
SAP BW4HANA is next generation of SAP Business Warehouse tailored to SAP HANA helps to consolidate the data across the enterprise to get a consistent and agreed view with flexible data management capabilities in a modernized user experience.
Best Practices to Administer, Operate, and Monitor an SAP HANA SystemSAPinsider Events
Review this session from HANA 2015 in Las Vegas. Coming to Europe! www.HANA2015.com
Best Practices to Administer, Operate, and Monitor an SAP HANA System by Kurt Hollis, Deloitte
This session provides easy to understand, step-by-step instruction for operation and administration of SAP HANA post go-live. Through live demo and detailed instruction, attendees will:
· Learn how to use the SAP HANA studio for security, user management, credential management, high availability administration, system maintenance, and performance optimization
· Gain a comprehensive understanding of available SAP HANA platform lifecycle management tools, deployment options, and system relocation
· Get an introduction to SAP HANA HA/DR capabilities, and learn best practices for backup and recovery of the SAP HANA system
So what is SAP HANA? How can it help my area (Line of Business) and our business overall!. Presentation lays out BASICS and how can help users enable their area/business "Real time".
SAP S/4HANA platform streamlines business processes: finance, procurement, production, logistics, sales, marketing, management of assets, and human resources. The solution is most applicable to enterprises in oil and gas, fuel and energy, transport and logistics, production, telecommunication, and financial sectors in USA. SAP S/4HANA platform integrates with IoT sensors, analyses Big Data, plans and predicts business processes in an online mode based on historical data.
Get Free Online SAP S4 Hana Logistic Demo and get Online videos,Documents,recordings,green field implementation by our real time SAP experts. so please register
https://webinarit324573860.wordpress.com/sap-s4-hana-finanance-training/
Mastering SAP Monitoring - SAP SLT & RFC Connection MonitoringLinh Nguyen
Part 6 of Mastering SAP Monitoring series http://www.itconductor.com/blog/mastering-sap-monitoring-without-sap-ccms-or-solman explains SAP SLT & RFC Connection monitoring challenges and solutions.
SAP Ecosystem comprise of many essential connection and data exchanges which require availability and performance monitoring. SAP Landscape Transformation (SLT) replication are trigger-based data synchronization technology with growing use for live business applications. SLT and among other SAP connectivity options also depend greatly on RFC Connectivity which needs to be monitored to ensure high quality service of the SAP ecosystem.
We will explain these topics in detail with regards to SAP and the 10 principles of Application-Centric Service Management & Automation
Benefits:
1) SLT Monitoring: Schema-based monitoring with status and latency of each table being replicated
2) RFC Connection Monitoring: Simple way to monitor connections from each SAP system without complex software or setup
Audience: SAP Basis Administrator, SAP DBA, HANA Admin, IT operations and managers of environments.
Technical Overview of CDS View - SAP HANA Part IIAshish Saxena
It is very important that a developer understands that technically, CDS is an enhancement of SQL which provides a Data Definition Language (DDL) for defining semantically rich database tables/views (CDS entities) and user-defined types in the database. Unlike the SAP HANA CDS, ABAP CDS are independent of the database system. The entities of the models defined in ABAP CDS provide enhanced access functions compared with existing database tables and views defined in ABAP Dictionary, making it possible to optimize Open SQL-based applications. And it is because of these unparalleled advantages that ABAP CDS is the most preferred form of methodology when it comes to Code to Data paradigm.
Principal SAP Consultant, Brian Reid, explains the options that are available to deliver new innovation into your SAP ERP environments with a view to embarking on the road to SAP S/4HANA.
SAP BW/4HANA - The Intelligent Enterprise Data WarehouseStridely Solutions
SAP BW4HANA is next generation of SAP Business Warehouse tailored to SAP HANA helps to consolidate the data across the enterprise to get a consistent and agreed view with flexible data management capabilities in a modernized user experience.
Best Practices to Administer, Operate, and Monitor an SAP HANA SystemSAPinsider Events
Review this session from HANA 2015 in Las Vegas. Coming to Europe! www.HANA2015.com
Best Practices to Administer, Operate, and Monitor an SAP HANA System by Kurt Hollis, Deloitte
This session provides easy to understand, step-by-step instruction for operation and administration of SAP HANA post go-live. Through live demo and detailed instruction, attendees will:
· Learn how to use the SAP HANA studio for security, user management, credential management, high availability administration, system maintenance, and performance optimization
· Gain a comprehensive understanding of available SAP HANA platform lifecycle management tools, deployment options, and system relocation
· Get an introduction to SAP HANA HA/DR capabilities, and learn best practices for backup and recovery of the SAP HANA system
So what is SAP HANA? How can it help my area (Line of Business) and our business overall!. Presentation lays out BASICS and how can help users enable their area/business "Real time".
SAP S/4HANA platform streamlines business processes: finance, procurement, production, logistics, sales, marketing, management of assets, and human resources. The solution is most applicable to enterprises in oil and gas, fuel and energy, transport and logistics, production, telecommunication, and financial sectors in USA. SAP S/4HANA platform integrates with IoT sensors, analyses Big Data, plans and predicts business processes in an online mode based on historical data.
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.
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
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.
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.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
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
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Adjusting OpenMP PageRank : SHORT REPORT / NOTESSubhajit Sahu
For massive graphs that fit in RAM, but not in GPU memory, it is possible to take
advantage of a shared memory system with multiple CPUs, each with multiple cores, to
accelerate pagerank computation. If the NUMA architecture of the system is properly taken
into account with good vertex partitioning, the speedup can be significant. To take steps in
this direction, experiments are conducted to implement pagerank in OpenMP using two
different approaches, uniform and hybrid. The uniform approach runs all primitives required
for pagerank in OpenMP mode (with multiple threads). On the other hand, the hybrid
approach runs certain primitives in sequential mode (i.e., sumAt, multiply).
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
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
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
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.