The Road to Real Time: Internet The of Things · The Road to Real Time: Internet of Things The...
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Which of the following data sources are being used, or planned for use, in your Big Data project? What Types of Process mediated data Machine generated data Human- sourced information 31% 24% 45% Limitations in current platform Faster speed Data Variety A hybrid ecosystem is a flexible, data management environment that can meet the evolving needs of business users and Big Data projects. Find out how SAP can help you implement a real-time data platform to address your Big Data needs. Read this white paper from EMA: “Big Data Comes of Age: Shifting to a Real-time Data Platform” Require access to internal and external multistructured data sets Require faster processing of structured or multi structured data sets Require faster reaction to complex event processing (CEP) platforms Current platform scaling limits Need access to deep transaction data from point of sale and website clickstream platforms 17% 17% 15% 39% 12% What part of your infrastructure are you focused on first to What is a hybrid data ecosystem? 42% 38% 36% The ultimate goal of real-time driven Big Data analytics is to enable organizations to take action at the speed of their business. Real-time Actionable Insight On a daily basis, how much data (operational or analytical) does your organization load, process, analyze, persist? Less than 1 Terabytes 1 up to 10 Terabytes 10 up to 50 Terabytes 50 up to 100 Terabytes 100 up to 250 Terabytes 250 up to 500 Terabytes 500 up to 750 Terabytes 750 Terabytes up to 1 Petabyte 1 up to 5 Petabytes 5 up to 10 Petabytes 10 Petabytes or more 2% 2% 4% 5% 7% 10% 19% 18% 15% 8% 1% How is Big Data ? Data make Big Data? What are the technical drivers behind a Big Data Strategy? What are the primary technical drivers behind your organization’s need for a Big Data strategy? Primary Operational Platform Primary Analytic Platform Complementary Analytic Platform Exploratory Environment Complementary Operational Platform 36% 37% Today, many businesses are embracing a Hybrid Data Ecosystem to meet the evolving needs of Big Data projects. The Road to Real Time: Internet of Things The accommodate Big Data? Operational Platforms Data Warehouse Data Mart Discovery Platform NoSQL Platforms Cloud based platforms Analytical Platforms Hadoop Economics Load Structure Complex workload Response Requirements Structured data generated from business processes. Machine-generated data (e.g. click-stream, sensor) Human-sourced data (e.g. social media, image, audio, unstructured documents) Operational efficiencies Better business decisions Improved total cost of ownership In-Memory / Realtime SAP HANA Open EDW High Performance OLTP Stream Analytics Mobile & Embedded Hadoop Hadoop Big Data Big Data Information and Real-time Data Movement Common Programming APIs Integrated Systems Management and Landscape Integrated Modeling and Metadata SAP Real-Time Data Platform Benefits derived from SAP Real-Time Data Platform
Transcript of The Road to Real Time: Internet The of Things · The Road to Real Time: Internet of Things The...
Which of the following data sources are being used, or planned for use, in your Big Data project?
What Types of
Process mediated data
Machine generated data
Human-sourced information
31% 24% 45%
Limitations in current platform
Faster speed Data Variety
A hybrid ecosystem is a flexible, data management environment that can meet the evolving needs of business users and Big Data projects.
Find out how SAP can help you implement a real-time data platform to address your Big Data needs. Read this white paper from EMA: “Big Data Comes of Age: Shifting to a Real-time Data Platform”
Require access to internal and external multistructured data sets
Require faster processing of structured or multi structured data sets
Require faster reaction to complex eventprocessing (CEP) platforms
Current platform scaling limits
Need access to deep transaction data from pointof sale and website clickstream platforms
17%17%
15%39%
12%
What part of your infrastructure are you focused on first to
What is a
hybrid data ecosystem?
42%38%
36%
The ultimate goal of real-time driven Big Data analytics is to enable organizations to take action at the speed of their business.
Real-time Actionable Insight
On a daily basis, how much data (operational or analytical) does your organization load, process, analyze, persist?
Less than 1 Terabytes
1 up to 10 Terabytes
10 up to 50 Terabytes
50 up to 100 Terabytes
100 up to 250 Terabytes
250 up to 500 Terabytes
500 up to 750 Terabytes
750 Terabytes up to 1 Petabyte
1 up to 5 Petabytes
5 up to 10 Petabytes
10 Petabytes or more 2%
2%4%5%
7%10%
19%18%
15%8%
1%
How isBig Data ?
Data make Big Data?
What are the technical drivers behind a
Big Data Strategy?
What are the primary technical drivers behind your organization’s need for a Big Data strategy?
Primary Operational Platform
Primary Analytic Platform
Complementary Analytic Platform
Exploratory Environment
Complementary Operational Platform
36%37%
Today, many businesses are embracing a Hybrid Data Ecosystem to meet the evolving needs of Big Data projects.
The Road to
Real Time: Internetof Things
The
accommodate Big Data?
Operational Platforms
Data Warehouse
Data Mart
Discovery Platform
NoSQL Platforms
Cloud based platforms
Analytical Platforms
Hadoop
Economics
Load
Structure
Complex workload
Response
Requirements
Structured data generated from business processes.
Machine-generated data (e.g. click-stream, sensor)
Human-sourced data (e.g. social media, image, audio, unstructured documents)
Operational efficiencies
Better business decisions
Improved total cost of ownership
In-Memory / RealtimeSAP HANA
Open EDWHigh PerformanceOLTP
Stream AnalyticsMobile &
Embedded
HadoopHadoopBig DataBig Data
Information and Real-time Data Movement
Common Programming APIs
Integrated Systems
Managem
ent and LandscapeInteg
rate
d Mod
eling
and
Met
adat
a
SAP Real-Time Data Platform
Benefits derived from
SAP Real-Time Data Platform
![[Infographic] Uniting Internet of Things and Big Data](https://static.fdocuments.in/doc/165x107/55beaaaabb61eb95198b45e0/infographic-uniting-internet-of-things-and-big-data.jpg)
