Architectural Guidance
Connecting HANA Live to Power BI - Architecture, Data Validation, Recommendations, Gateway and Various Approach with few demo example
Power BI Report Server Enterprise Architecture, Tools to Publish reports and ...Vishal Pawar
To improve the performance, sustainability, security and scalability of enterprise-grade Power BI implementations with constant velocity, we need to adhere best practices with sloid architecture.
In this session Vishal will go over Power BI Ecosystem with quick Example, Power BI report Server evolution from its inception till date with Architecture for Enterprise PBI RS and usage through various tool available to publish -SSDT SSRS, Power BI Desktop(Optimized Version), Report Builder and mobile report builder and various Best Practices for PBI Report Server.
South Florida SQL Saturday - Power BI Report Server Enterprise Architecture, ...Vishal Pawar
SSSF-Power BI Report Server Enterprise Architecture, Tools to publish reports and Best Practice.
•Chief Architect in Aptude Inc
•Microsoft MVP
•Microsoft Certified Trainer
•PASS BA VC Group Admin
•Global Power BI Group 20K+
•Udemy Free Power BI Course 30K
•VPawar@Aptude.com
Groupby -Power bi dashboard in hour by vishal pawar-Presentation Vishal Pawar
Power BI Dashboard in an hour with Various Slides.
Target Audience:
Useful for Develops and DBA those who want to know what is Power BI and How we can utilize various features.
Also session will be useful for anyone who wants learn Power BI from basic.
Abstract:
In this session, We will walk through various features of Power BI, How Power BI can transform your company’s data into rich visuals and Easy yet powerful Analytics solutions for your whole organization.
At end of session with following Power BI Dashboard example
sp_Blitz in Dashboard
SQL Server Info Dashboard
Twitter Dashboard
World Dashboard
Most important takeaways from session –
You will be learning basics of Power BI with the additional perk of analyzing sp_Blitz in Power BI.
Various features of Power BI making you from ZERO to HERO
After this session, you will be able to analyze data into Power BI
Sql Saturday Jacksonville- Power BI Report Server Enterprise Architecture, to...Vishal Pawar
Sql Saturday Jacksonville- Power BI Report Server Enterprise Architecture, tools to publish reports and best practice
Power BI Ecosystem
Architecture of Power BI Report Server
Best Practices for PBI Report Server
General Best Practices Power BI Ecosystem
Q&A
Dashboard for Life Series “Episode 1 - Vishal's Server SQL Info DashboardVishal Pawar
Dashboard Summary
ALL SQL Server Information
Drive Info
Hardware info
Instance Information
SQL Server Start time
SQL Server Configuration Details
KPI
CPU Usage
Memory Usage
Disk Free Vs Total Space
Dashboard Evolved as
Dashboard is inspiration for DBA
Save time to know anything about SQL Server
Visualization of SQL Server information
Intention is to “To help DBA to know SQL Server info at a glace and monitoring”
Dashboard for Life Series “Episode 02 - David Kay's Kickstarter Funded Projec...Vishal Pawar
Kickstarter data on projects who at least met their funding goal, identifying any patterns that may have led
to greater funding (i.e. location, category, social media etc)
Power BI Report Server Enterprise Architecture, Tools to Publish reports and ...Vishal Pawar
To improve the performance, sustainability, security and scalability of enterprise-grade Power BI implementations with constant velocity, we need to adhere best practices with sloid architecture.
In this session Vishal will go over Power BI Ecosystem with quick Example, Power BI report Server evolution from its inception till date with Architecture for Enterprise PBI RS and usage through various tool available to publish -SSDT SSRS, Power BI Desktop(Optimized Version), Report Builder and mobile report builder and various Best Practices for PBI Report Server.
South Florida SQL Saturday - Power BI Report Server Enterprise Architecture, ...Vishal Pawar
SSSF-Power BI Report Server Enterprise Architecture, Tools to publish reports and Best Practice.
•Chief Architect in Aptude Inc
•Microsoft MVP
•Microsoft Certified Trainer
•PASS BA VC Group Admin
•Global Power BI Group 20K+
•Udemy Free Power BI Course 30K
•VPawar@Aptude.com
Groupby -Power bi dashboard in hour by vishal pawar-Presentation Vishal Pawar
Power BI Dashboard in an hour with Various Slides.
Target Audience:
Useful for Develops and DBA those who want to know what is Power BI and How we can utilize various features.
Also session will be useful for anyone who wants learn Power BI from basic.
Abstract:
In this session, We will walk through various features of Power BI, How Power BI can transform your company’s data into rich visuals and Easy yet powerful Analytics solutions for your whole organization.
At end of session with following Power BI Dashboard example
sp_Blitz in Dashboard
SQL Server Info Dashboard
Twitter Dashboard
World Dashboard
Most important takeaways from session –
You will be learning basics of Power BI with the additional perk of analyzing sp_Blitz in Power BI.
Various features of Power BI making you from ZERO to HERO
After this session, you will be able to analyze data into Power BI
Sql Saturday Jacksonville- Power BI Report Server Enterprise Architecture, to...Vishal Pawar
Sql Saturday Jacksonville- Power BI Report Server Enterprise Architecture, tools to publish reports and best practice
Power BI Ecosystem
Architecture of Power BI Report Server
Best Practices for PBI Report Server
General Best Practices Power BI Ecosystem
Q&A
Dashboard for Life Series “Episode 1 - Vishal's Server SQL Info DashboardVishal Pawar
Dashboard Summary
ALL SQL Server Information
Drive Info
Hardware info
Instance Information
SQL Server Start time
SQL Server Configuration Details
KPI
CPU Usage
Memory Usage
Disk Free Vs Total Space
Dashboard Evolved as
Dashboard is inspiration for DBA
Save time to know anything about SQL Server
Visualization of SQL Server information
Intention is to “To help DBA to know SQL Server info at a glace and monitoring”
Dashboard for Life Series “Episode 02 - David Kay's Kickstarter Funded Projec...Vishal Pawar
Kickstarter data on projects who at least met their funding goal, identifying any patterns that may have led
to greater funding (i.e. location, category, social media etc)
Power BI Report Server: a Deep Dive for SQL PASS VancouverLuca Gualtieri
Session Outline:
The presentation is for users who are familiar with the Power BI Report Server (PBIRS), are interested in more advanced topics, and want to go the extra mile.
In this presentation we are going to discuss basic topics including:
Different editions / licensing for PBIRS
Branding for PBIRS
Configuring Advanced Options through SSMS (SQL Server Management Studio)
Embedding PBIRS reports
Monitoring the Report Server catalog
Using the REST-API
PBIRS security, and
Custom roles in PBIRS.
We will also touch on more advanced concepts such as:
High availability
Disaster recovery, and
Configuring your report server to host Excel workbooks using Office Online Server.
Power BI Report Server: a Deep Dive for PBIUG VancouverLuca Gualtieri
Session Outline:
The presentation is for users who are familiar with the Power BI Report Server (PBIRS), are interested in more advanced topics, and want to go the extra mile.
In this presentation we are going to discuss basic topics including:
Different editions / licensing for PBIRS
Branding for PBIRS
Configuring Advanced Options through SSMS (SQL Server Management Studio)
Embedding PBIRS reports
Monitoring the Report Server catalog
Using the REST-API
PBIRS security, and
Custom roles in PBIRS.
We will also touch on more advanced concepts such as:
High availability
Disaster recovery, and
Configuring your report server to host Excel workbooks using Office Online Server.
Power BI Create lightning fast dashboard with power bi & Its Components Vishal Pawar
Every data has meaning, but we had limitation to use data through big long running process Extraction, Transformation and Representation, but now Power BI solves your problem to kick start having Data extraction in Power Query, Data Modelling and Transformation in Power Pivot and reach data representation using power view and power map on demand any nearby device on your fingertips, You will learn all latest and greatest features of Power BI.
Power BI Report Server: a Deep Dive for PASS Business Analytics Virtual GroupLuca Gualtieri
Session Outline:
The presentation is for users who are familiar with the Power BI Report Server (PBIRS), are interested in more advanced topics, and want to go the extra mile.
In this presentation we are going to discuss basic topics including:
Different editions / licensing for PBIRS
Branding for PBIRS
Configuring Advanced Options through SSMS (SQL Server Management Studio)
Embedding PBIRS reports
Monitoring the Report Server catalog
Using the REST-API
PBIRS security, and
Custom roles in PBIRS.
We will also touch on more advanced concepts such as:
High availability
Disaster recovery, and
Configuring your report server to host Excel workbooks using Office Online Server.
General Presentation - DIAD and AIAD, Dashboard and AppsVishal Pawar
General presentation by Vishal Pawar for DIAD and AIAD
Green House Data invites you and your team to a 3 day online Power BI and Power Apps Training with Vishal Pawar, Microsoft MVP who has 10+ years in Microsoft BI and the data stack.
Day 1: Power BI Dashboard in a Day
Day 2: Power Apps and Power Automate in a Day
How to Get Lightning Fast Answers with Power BI Q&A and CortanaVishal Pawar
How to interact with your corporate data right from within the Cortana experience including voice integration for querying your data. How Q&A can resolve our day today question from organization. How to Use natural language queries to find answers in your own data. Start with a question, and have fun traveling through your data refining or expanding your question, uncovering trust-worthy new information, zeroing in on details and zooming out for a broader view
Two of the tech industry’s essential front runners providing business intelligence solutions are Microsoft’s Power BI and Tableau. These leaders of data visualization help businesses narrow down and analyze their data with powerful built-in tools and clear visualizations. Each platform has distinctive strengths and weaknesses that should be considered before deciding on a business intelligence software.
The Power of BI: A guided tour of Microsoft's Business Intelligence toolingJason Himmelstein
Having trouble keeping up with all of the changes in the BI space around SharePoint & Office 365? Feel like every time you think you understand what is going on Microsoft pivots (pun intended) yet again? You are not alone.
Now is the time to change all of that. Microsoft is investing heavily in how to make BI more efficient, repeatable, and with outputs that will make executives squeal with delight. From Excel to Power BI, the tooling is evolving so quickly that it takes real effort to keep up.
PowerPivot, Power View and SharePoint ServerSPC Adriatics
Speaker: Tomislav Piasevoli
Microsoft SharePoint Server is a collaboration platform that in its Business Intelligence (BI) part relies on Microsoft SQL Server platform from where both the Power View, a tool for visual data analysis, and PowerPivot, a tool for data modeling originate. This session shows how to create a PowerPivot data model in Excel 2013, and how to analyze that model in Power View installed as a part of SharePoint 2013 BI platform.
this presentation will show the advantage and disadvantages of using Power BI software in the Business. Power BI is a software that can help people to analyze their business.
Starting in May 2010, with SQL Server 2008 R2, Microsoft began talking more and more about "Personal BI". The focus of this discussion was a paradigm shift moving business intelligence from being something a few BI professionals do with a data warehouse to a practice done by Information Workers every day in familiar tools like Microsoft Excel and SharePoint. Over the course of this session we will show you the improvements that Microsoft has made in the 2013 stack to take this new focus from being a “nice idea” to a truly powerful reality. We will explore the improvements made to Excel, PowerPivot & Power View, & Reporting Services. We will explain the underlying technology that makes the new features possible and walk through demos of some of the shinier toys. At the end of the session you will walk away with a better understanding of what is new in 2013 for business intelligence and an extreme desire to build reusable data model that will undoubtedly bring real value to your business.
Slides for the Usergroup meeting for the Manchester Power BI User Group on June 27th, 2019.
Subject: Power BI for Developers about Power BI Embedded and Power BI Custom Visuals
Configuring SharePoint 2013 for BI scenariosSPC Adriatics
Configuring SharePoint 2013 for BI is not just clicking next in the configuration wizard but it needs some special attention with configuring service applications and of course we cannot forget about configuring Kerberos delegation.
We take a look at configuring PerformancePoint, PowerPivot, Reporting Services in SharePoint integrated mode and everything you need to know to successfully configure BI services.
Leveraging Microsoft Power BI To Support Enterprise Business IntelligenceRightpoint
Take control over your data. View our presentation of end-to-end enterprise business intelligence leveraging Microsoft solutions including SQL Server, Power Pivot, and Power BI.
Demonstration includes:
• How to build a Tabular model by importing a Power Pivot workbook
• Connecting a Tabular model to Power BI
• Developing Power BI dashboards/reports connected to an on-premise Tabular model
• Refreshing Power BI dashboards/reports
Power BI Overview, Deployment and GovernanceJames Serra
Deploying Power BI in a large enterprise is a complex task, and one that requires a lot of thought and planning. The purpose of this presentation is to help you make your Power BI deployment a success. After a quick Power BI overview, I’ll discuss deployment strategies, common usage scenarios, how to store and refresh data, prototyping options, how to share externally, and then finish with how to administer and secure Power BI. I’ll outline considerations and best practices for achieving an optimal, well-performing, enterprise level Power BI deployment.
What is Governance policy in the organization?
Why do we need it in PowerBI? How is it connected to groups and other O365 components?
Presented in Redmond SQL Saturday 2018
Secrete of 5 min Power BI Report Development Vishal Pawar
How to develop your Power BI report quickly. Understand Metadata, Master Data, Numerical Data, Groups for categorization. Use Master data for filter and charts.
Pascua Yaqui Tribe App in a day and dashboard in dayVishal Pawar
Microsoft organized app in a day and dashboard in a day, Learn and gain insight of Power Platform. App in a day and dashboard in a day are one-day learning events.
Power BI Report Server: a Deep Dive for SQL PASS VancouverLuca Gualtieri
Session Outline:
The presentation is for users who are familiar with the Power BI Report Server (PBIRS), are interested in more advanced topics, and want to go the extra mile.
In this presentation we are going to discuss basic topics including:
Different editions / licensing for PBIRS
Branding for PBIRS
Configuring Advanced Options through SSMS (SQL Server Management Studio)
Embedding PBIRS reports
Monitoring the Report Server catalog
Using the REST-API
PBIRS security, and
Custom roles in PBIRS.
We will also touch on more advanced concepts such as:
High availability
Disaster recovery, and
Configuring your report server to host Excel workbooks using Office Online Server.
Power BI Report Server: a Deep Dive for PBIUG VancouverLuca Gualtieri
Session Outline:
The presentation is for users who are familiar with the Power BI Report Server (PBIRS), are interested in more advanced topics, and want to go the extra mile.
In this presentation we are going to discuss basic topics including:
Different editions / licensing for PBIRS
Branding for PBIRS
Configuring Advanced Options through SSMS (SQL Server Management Studio)
Embedding PBIRS reports
Monitoring the Report Server catalog
Using the REST-API
PBIRS security, and
Custom roles in PBIRS.
We will also touch on more advanced concepts such as:
High availability
Disaster recovery, and
Configuring your report server to host Excel workbooks using Office Online Server.
Power BI Create lightning fast dashboard with power bi & Its Components Vishal Pawar
Every data has meaning, but we had limitation to use data through big long running process Extraction, Transformation and Representation, but now Power BI solves your problem to kick start having Data extraction in Power Query, Data Modelling and Transformation in Power Pivot and reach data representation using power view and power map on demand any nearby device on your fingertips, You will learn all latest and greatest features of Power BI.
Power BI Report Server: a Deep Dive for PASS Business Analytics Virtual GroupLuca Gualtieri
Session Outline:
The presentation is for users who are familiar with the Power BI Report Server (PBIRS), are interested in more advanced topics, and want to go the extra mile.
In this presentation we are going to discuss basic topics including:
Different editions / licensing for PBIRS
Branding for PBIRS
Configuring Advanced Options through SSMS (SQL Server Management Studio)
Embedding PBIRS reports
Monitoring the Report Server catalog
Using the REST-API
PBIRS security, and
Custom roles in PBIRS.
We will also touch on more advanced concepts such as:
High availability
Disaster recovery, and
Configuring your report server to host Excel workbooks using Office Online Server.
General Presentation - DIAD and AIAD, Dashboard and AppsVishal Pawar
General presentation by Vishal Pawar for DIAD and AIAD
Green House Data invites you and your team to a 3 day online Power BI and Power Apps Training with Vishal Pawar, Microsoft MVP who has 10+ years in Microsoft BI and the data stack.
Day 1: Power BI Dashboard in a Day
Day 2: Power Apps and Power Automate in a Day
How to Get Lightning Fast Answers with Power BI Q&A and CortanaVishal Pawar
How to interact with your corporate data right from within the Cortana experience including voice integration for querying your data. How Q&A can resolve our day today question from organization. How to Use natural language queries to find answers in your own data. Start with a question, and have fun traveling through your data refining or expanding your question, uncovering trust-worthy new information, zeroing in on details and zooming out for a broader view
Two of the tech industry’s essential front runners providing business intelligence solutions are Microsoft’s Power BI and Tableau. These leaders of data visualization help businesses narrow down and analyze their data with powerful built-in tools and clear visualizations. Each platform has distinctive strengths and weaknesses that should be considered before deciding on a business intelligence software.
The Power of BI: A guided tour of Microsoft's Business Intelligence toolingJason Himmelstein
Having trouble keeping up with all of the changes in the BI space around SharePoint & Office 365? Feel like every time you think you understand what is going on Microsoft pivots (pun intended) yet again? You are not alone.
Now is the time to change all of that. Microsoft is investing heavily in how to make BI more efficient, repeatable, and with outputs that will make executives squeal with delight. From Excel to Power BI, the tooling is evolving so quickly that it takes real effort to keep up.
PowerPivot, Power View and SharePoint ServerSPC Adriatics
Speaker: Tomislav Piasevoli
Microsoft SharePoint Server is a collaboration platform that in its Business Intelligence (BI) part relies on Microsoft SQL Server platform from where both the Power View, a tool for visual data analysis, and PowerPivot, a tool for data modeling originate. This session shows how to create a PowerPivot data model in Excel 2013, and how to analyze that model in Power View installed as a part of SharePoint 2013 BI platform.
this presentation will show the advantage and disadvantages of using Power BI software in the Business. Power BI is a software that can help people to analyze their business.
Starting in May 2010, with SQL Server 2008 R2, Microsoft began talking more and more about "Personal BI". The focus of this discussion was a paradigm shift moving business intelligence from being something a few BI professionals do with a data warehouse to a practice done by Information Workers every day in familiar tools like Microsoft Excel and SharePoint. Over the course of this session we will show you the improvements that Microsoft has made in the 2013 stack to take this new focus from being a “nice idea” to a truly powerful reality. We will explore the improvements made to Excel, PowerPivot & Power View, & Reporting Services. We will explain the underlying technology that makes the new features possible and walk through demos of some of the shinier toys. At the end of the session you will walk away with a better understanding of what is new in 2013 for business intelligence and an extreme desire to build reusable data model that will undoubtedly bring real value to your business.
Slides for the Usergroup meeting for the Manchester Power BI User Group on June 27th, 2019.
Subject: Power BI for Developers about Power BI Embedded and Power BI Custom Visuals
Configuring SharePoint 2013 for BI scenariosSPC Adriatics
Configuring SharePoint 2013 for BI is not just clicking next in the configuration wizard but it needs some special attention with configuring service applications and of course we cannot forget about configuring Kerberos delegation.
We take a look at configuring PerformancePoint, PowerPivot, Reporting Services in SharePoint integrated mode and everything you need to know to successfully configure BI services.
Leveraging Microsoft Power BI To Support Enterprise Business IntelligenceRightpoint
Take control over your data. View our presentation of end-to-end enterprise business intelligence leveraging Microsoft solutions including SQL Server, Power Pivot, and Power BI.
Demonstration includes:
• How to build a Tabular model by importing a Power Pivot workbook
• Connecting a Tabular model to Power BI
• Developing Power BI dashboards/reports connected to an on-premise Tabular model
• Refreshing Power BI dashboards/reports
Power BI Overview, Deployment and GovernanceJames Serra
Deploying Power BI in a large enterprise is a complex task, and one that requires a lot of thought and planning. The purpose of this presentation is to help you make your Power BI deployment a success. After a quick Power BI overview, I’ll discuss deployment strategies, common usage scenarios, how to store and refresh data, prototyping options, how to share externally, and then finish with how to administer and secure Power BI. I’ll outline considerations and best practices for achieving an optimal, well-performing, enterprise level Power BI deployment.
What is Governance policy in the organization?
Why do we need it in PowerBI? How is it connected to groups and other O365 components?
Presented in Redmond SQL Saturday 2018
Secrete of 5 min Power BI Report Development Vishal Pawar
How to develop your Power BI report quickly. Understand Metadata, Master Data, Numerical Data, Groups for categorization. Use Master data for filter and charts.
Pascua Yaqui Tribe App in a day and dashboard in dayVishal Pawar
Microsoft organized app in a day and dashboard in a day, Learn and gain insight of Power Platform. App in a day and dashboard in a day are one-day learning events.
Cherokee nation 2 day AIAD & DIAD - App in a day and Dashboard in dayVishal Pawar
Cherokee nation 2 day AIAD & DIAD - App in a day and Dashboard in day
Power Apps: A software as a service application platform that enables power users in line of business
roles to easily build and deploy custom business apps. You will learn how to build Canvas and Modeldriven
style of apps.
Common Data Service (CDS): Make it easier to bring your data together and quickly create powerful
apps using a compliant and scalable data service and app platform that’s integrated into Power Apps.
Power Automate: A business service for line of business specialists and IT pros to build automated
workflows intuitively.
Power BI: Self-service business intelligence capabilities, where end users can create reports and
dashboards by themselves, without having to depend on information technology staff or database
administrators.
Choctaw Nation - Power bi dashboard, report server report in DayVishal Pawar
This document has two main sections:
• Power BI Desktop: This section highlights the features available in Power BI Desktop and walks the user through the process of bringing in data from the data source, modeling and creating visualizations.
• Power BI Service: This section highlights the features available in Power BI Service including the ability to publish the Power BI Desktop model to the web, creating and sharing dashboard and Q & A.
The document flow is in a table format. On the left panel are steps the user needs to follow and in the right panel are screenshots to provide a visual aid for the users. In the screenshots, sections are highlighted with red boxes to highlight the action/area user needs to focus on.
SqlSaturday#699 Power BI - Create a dashboard from zero to heroVishal Pawar
Every data has meaning, but we had limitation to use data through big long running process Extraction, Transformation and Representation, but now Power BI solves your problem to kick start having Data extraction in Power Query, Data Modelling and Transformation in Power Pivot and reach data representation using power view and power map on demand any nearby device on your fingertips.
Learn how to create Power BI Dashboard from scratch.
All Microsoft Azure Service offering Consolidated in one pageVishal Pawar
Microsoft Azure is a growing collection of integrated cloud services that developers and IT professionals use to build, deploy, and manage applications through our global network of datacenters. With Azure, you get the freedom to build and deploy wherever you want, using the tools, applications, and frameworks of your choice.
SSIS coding conventions, best practices, tips and programming guidelines for ...Vishal Pawar
SQL Server Integration Service (SSIS ) coding conventions, best practices, tips and programming guidelines for sql server.This slide is really helpful for starting conversion between architects and developers. Just print 2nd slide and put on your desk as coding life board.
Fascinate with SQL SSIS Parallel processing Vishal Pawar
What is Parallel Processing ?
Where Parallel Processing can be use ?
SSIS and BI
SSIS vs SQL Stored Procedure
SSIS and Parallel Processing
How to do SSIS Parallel Processing ?
DEMO
Off Topic –How to use Auto Test Script for Review and Testing
Comparison of all with Time
New Innovation –Parallel Processing with Continuous Serial Threading
Question, Files and Links
SSAS, MDX , Cube understanding, Browsing and Tools information Vishal Pawar
Why we need SSAS Cube
What is SSAS Cube
Way to access Cube
What is Dimension and Attributes
QHP Dimension and Attributes
Process Flow and QHP Cube Browsing
MDX Basics
MDX Tools
Comparison of Queries Written in T-SQL and MDX with Construct
MDX –How to add where condition
Business Analytics to solve your Business ProblemsVishal Pawar
Business Analytics Solution in 12 Steps
What is Business Analytics ?
Why we need it ?
Identify your Focus Area and Target Applications
Importance of Business Analytics with different Roles
Confirming your Business Goal with value of Business Analytics
Differentiating Business Analysis , Analyst & Intelligence
What world is doing for Business Analytics Problems
Segregate solution with Data Discovery , Analytics & Science
Gathering information with All Available Data Source
Developing Business Analytics Framework & Components
Developing Visualization with Best User Experience
Improvising Maturity Level of Business Analytics
Get Connected with Expert Team , Who know technology !
Introduction To Microsoft SharePoint 2013Vishal Pawar
Microsoft SharePoint is a Web application platform developed by Microsoft. First launched in 2001, SharePoint has historically been associated with intranet content management and document management, but recent versions have significantly broader capabilities
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.
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfGetInData
Recently we have observed the rise of open-source Large Language Models (LLMs) that are community-driven or developed by the AI market leaders, such as Meta (Llama3), Databricks (DBRX) and Snowflake (Arctic). On the other hand, there is a growth in interest in specialized, carefully fine-tuned yet relatively small models that can efficiently assist programmers in day-to-day tasks. Finally, Retrieval-Augmented Generation (RAG) architectures have gained a lot of traction as the preferred approach for LLMs context and prompt augmentation for building conversational SQL data copilots, code copilots and chatbots.
In this presentation, we will show how we built upon these three concepts a robust Data Copilot that can help to democratize access to company data assets and boost performance of everyone working with data platforms.
Why do we need yet another (open-source ) Copilot?
How can we build one?
Architecture and evaluation
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...sameer shah
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
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.
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfEnterprise Wired
In this guide, we'll explore the key considerations and features to look for when choosing a Trusted analytics platform that meets your organization's needs and delivers actionable intelligence you can trust.
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.
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).