SlideShare a Scribd company logo
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
RADU VUNVULEA
Technology Enthusiast
Dreamer
Microsoft Azure MVP
Speaker & Trainer
Writer & Blogger
Idealist Software
Architecture Crafter
Why near-real time?
Insights
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Goal
Cheap
Easy to
maintain
FlexibleFast
Near-
real time
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Earthquakes
• Date
• Latitude
• Longitude
• Magnitude
• FocalDepth
Site
• SiteId
• Longitude
• Latitude
DeviceActivity
• DeviceId
• SiteId
• Date
• Status
• HealthLevel
• NumberOfUnits
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
RealTime
Near-realtime
Reporting
Consolidation
RealTime
Near-realtime
Reporting
Consolidation
RealTime
Near-realtime
Reporting
Consolidation
RealTime
Near-realtime
Reporting
Consolidation
RealTime
Near-realtime
Reporting
Consolidation
RealTime
Near-realtime
Reporting
Consolidation
Azure Time Series Insights
RealTime
Near-realtime
Reporting
Consolidation
Azure Time Series Insights
Power BI
RealTime
Near-realtime
Reporting
Consolidation
Azure Time Series Insights
Power BI
Azure Analysis Services
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Ship
Ship
Parse &
Transform
Visualize
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Ingest
• Time-series
data
Store
• Index
• Retires
Explore
• Visualize
• Anomaly
detection
Root cause
analyses
• Reference
data
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Easy to get started
Near-real time insights
Build custom solution
Scalable
Drill down into the problem
Ingress per Unit
• 720 events per minute
• 1M per day or 1 GB
• 1 event is equal to 1 KB
• Scale up to 10 Ingress Units
Storage per Unit
• 30 GB or 30M events
• Max retention policy is 13 months
• Ingress per day needs to be equal to max average daily
S2
Ingress per Unit
• 7200 events per minute
• 10M per day or 10 GB
• 1 event is equal to 1 KB
• Scale up to 10 Ingress Units
Storage per Unit
• 300 GB or 300M events
• Max retention policy is 13 months
• Ingress per day needs to be equal to max average daily
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Interactive
Data
Visualization
Multiple
Data sources
Define
custom
reports
Drill down
inside
reports
Integrate
inside
company
portal
Deep dive
inside data
Multiple
perspective
1 to n page
visualization
One Data
Set
Business
overview
Monitor
Multiple
data sets
Tells one
story
Single
page
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Reports
• 1 to n pages
• One dataset
• Complext filtering
support
• No support for alerts
• Available from dashboard
Dashboards
• One Page
• Multiple datasets
• No filter support
• Can create alerts
• Support for natural
language queries
Is PowerBI Free?
Power BI
Report
Server
Cloud
Desktop Web
Embeded
Mobile
Free Paid
Web Based only Web Based and Desktop
One data source Multiple data source
Specific time interval
Real-time communication and updates with
full interactivity
1 GB per user 10 GB per user
Natural Language Query Natural Language Query
Data streaming of 10.000 rows per hour Data streaming of 1M rows per hour
Share data queries over Data Catalog
Manage organization content packs
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Define one
trusted data
model
Simplify
data
structure
Hide
unnecessary
information
Tabular
model
Cache data
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea
Thank you!
@RaduVunvulea
vunvulearadu.blogspot.com
https://www.linkedin.com/in/raduvunvulea/
vunvulear@outlook.com

More Related Content

PPTX
Near-real time reporting Azure
PPTX
Azure Big Data Story
PPTX
The Fermilab HEPCloud Facility
PPTX
Using Premium Data - for Business Analysts
PDF
Big problems Big Data, simple solutions
PPTX
AWS for the SQL Server Pro
PPTX
Finding new Customers using D&B and Excel Power Query
PPTX
Infinitely Scalable Clusters - Grid Computing on Public Cloud - New York
Near-real time reporting Azure
Azure Big Data Story
The Fermilab HEPCloud Facility
Using Premium Data - for Business Analysts
Big problems Big Data, simple solutions
AWS for the SQL Server Pro
Finding new Customers using D&B and Excel Power Query
Infinitely Scalable Clusters - Grid Computing on Public Cloud - New York

What's hot (16)

PPTX
Database Choices
PPTX
19th February 2013, AWS User Group UK, Meetup #3, The CentraStage Experience,...
PPTX
AWS for Big Data Experts
PDF
Lessons learnt - building a data lake with redshift, emr, and athena - aws co...
PPTX
Automating EDB Postgres using Ansible by Sameer Kumar - Senior Solution Archi...
PPTX
Microsoft Machine Learning Smackdown
PPTX
Getting to 1.5M Ads/sec: How DataXu manages Big Data
PPT
Building a data warehouse with AWS Redshift, Matillion and Yellowfin
KEY
Introduction to cloud computing
PPTX
Benchmarking Aerospike on the Google Cloud - NoSQL Speed with Ease
PPTX
Scale the Cloud - Skaluj chmurę
PDF
Big problems Big data, simple AWS solution
PPTX
Azure synapse analytics overview elasta cloud3
PPTX
Big Data, HPC and Streaming
PPTX
Azure Global Bootcamp - CIS Handson
PPTX
NoSql - everything you need to know to start
Database Choices
19th February 2013, AWS User Group UK, Meetup #3, The CentraStage Experience,...
AWS for Big Data Experts
Lessons learnt - building a data lake with redshift, emr, and athena - aws co...
Automating EDB Postgres using Ansible by Sameer Kumar - Senior Solution Archi...
Microsoft Machine Learning Smackdown
Getting to 1.5M Ads/sec: How DataXu manages Big Data
Building a data warehouse with AWS Redshift, Matillion and Yellowfin
Introduction to cloud computing
Benchmarking Aerospike on the Google Cloud - NoSQL Speed with Ease
Scale the Cloud - Skaluj chmurę
Big problems Big data, simple AWS solution
Azure synapse analytics overview elasta cloud3
Big Data, HPC and Streaming
Azure Global Bootcamp - CIS Handson
NoSql - everything you need to know to start
Ad

Similar to Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea (20)

PPTX
NYC Data Amp - Microsoft Azure and Data Services Overview
PPTX
AWS for the Java Developer
PPTX
Spring + QueryDSL + MongoDB Presentation
PDF
AWS for Java Developers workshop
PDF
Data Platform Overview
PDF
Presto: Fast SQL-on-Anything (including Delta Lake, Snowflake, Elasticsearch ...
PPTX
How does Microsoft solve Big Data?
PPTX
Windows Azure Platform - Jonathan Wong
PPTX
An Azure of Things, a developer’s perspective
PPTX
Joseph keynote @ Microsoft Data Amp, April 2017
PPTX
Web Performance
PDF
Introduction to Time Series: The Fastest Growing Database Category
PDF
The Agile Data Warehouse Webinar – Next Generation BI
PDF
1 Introduction to Microsoft data platform analytics for release
PDF
[Rakuten TechTalk] Microsoft Azure (August 20, 2014)
PDF
Never Stop Exploring - Pushing the Limits of Solr: Presented by Anirudha Jadh...
PPTX
Introduction to Azure DocumentDB
PPTX
4th Industrial Revolution
PPTX
Introducing Azure SQL Database
PPTX
Microsoft Azure in der Praxis
NYC Data Amp - Microsoft Azure and Data Services Overview
AWS for the Java Developer
Spring + QueryDSL + MongoDB Presentation
AWS for Java Developers workshop
Data Platform Overview
Presto: Fast SQL-on-Anything (including Delta Lake, Snowflake, Elasticsearch ...
How does Microsoft solve Big Data?
Windows Azure Platform - Jonathan Wong
An Azure of Things, a developer’s perspective
Joseph keynote @ Microsoft Data Amp, April 2017
Web Performance
Introduction to Time Series: The Fastest Growing Database Category
The Agile Data Warehouse Webinar – Next Generation BI
1 Introduction to Microsoft data platform analytics for release
[Rakuten TechTalk] Microsoft Azure (August 20, 2014)
Never Stop Exploring - Pushing the Limits of Solr: Presented by Anirudha Jadh...
Introduction to Azure DocumentDB
4th Industrial Revolution
Introducing Azure SQL Database
Microsoft Azure in der Praxis
Ad

Recently uploaded (20)

PDF
Approach and Philosophy of On baking technology
PDF
Enhancing emotion recognition model for a student engagement use case through...
PDF
1 - Historical Antecedents, Social Consideration.pdf
PPTX
KOM of Painting work and Equipment Insulation REV00 update 25-dec.pptx
PDF
Transform Your ITIL® 4 & ITSM Strategy with AI in 2025.pdf
PDF
ENT215_Completing-a-large-scale-migration-and-modernization-with-AWS.pdf
PDF
NewMind AI Weekly Chronicles - August'25-Week II
PDF
Getting Started with Data Integration: FME Form 101
PDF
Profit Center Accounting in SAP S/4HANA, S4F28 Col11
PPTX
Digital-Transformation-Roadmap-for-Companies.pptx
PDF
Encapsulation theory and applications.pdf
PDF
Univ-Connecticut-ChatGPT-Presentaion.pdf
PDF
Unlocking AI with Model Context Protocol (MCP)
PPTX
Programs and apps: productivity, graphics, security and other tools
PDF
project resource management chapter-09.pdf
PDF
WOOl fibre morphology and structure.pdf for textiles
PDF
Zenith AI: Advanced Artificial Intelligence
PPTX
Tartificialntelligence_presentation.pptx
PDF
Accuracy of neural networks in brain wave diagnosis of schizophrenia
PDF
A novel scalable deep ensemble learning framework for big data classification...
Approach and Philosophy of On baking technology
Enhancing emotion recognition model for a student engagement use case through...
1 - Historical Antecedents, Social Consideration.pdf
KOM of Painting work and Equipment Insulation REV00 update 25-dec.pptx
Transform Your ITIL® 4 & ITSM Strategy with AI in 2025.pdf
ENT215_Completing-a-large-scale-migration-and-modernization-with-AWS.pdf
NewMind AI Weekly Chronicles - August'25-Week II
Getting Started with Data Integration: FME Form 101
Profit Center Accounting in SAP S/4HANA, S4F28 Col11
Digital-Transformation-Roadmap-for-Companies.pptx
Encapsulation theory and applications.pdf
Univ-Connecticut-ChatGPT-Presentaion.pdf
Unlocking AI with Model Context Protocol (MCP)
Programs and apps: productivity, graphics, security and other tools
project resource management chapter-09.pdf
WOOl fibre morphology and structure.pdf for textiles
Zenith AI: Advanced Artificial Intelligence
Tartificialntelligence_presentation.pptx
Accuracy of neural networks in brain wave diagnosis of schizophrenia
A novel scalable deep ensemble learning framework for big data classification...

Near-real time reporting in Azure | 2017 Cloudbrew Radu Vunvulea