The New Simple: Predictive Analytics for the Mainstream

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The document summarizes a presentation on predictive analytics given by Mike Watschke from SAP. The presentation covered: - SAP's predictive analytics solution which automates data preparation, modeling, and deployment tasks. - Questions from the analyst about whether SAP sees in-memory technology as critical, whether it has its own data preparation technology or partners, and whether the capability works with cloud, Hadoop, and streaming data. - Upcoming topics for future briefing room presentations, including business intelligence/analytics in March, big data in April, and cloud in May.

Technology

Grab some
coffee and
enjoy the
pre-show
banter before
the top of the
hour!

The Briefing Room
The New Simple: Predictive Analytics for the Mainstream

Twitter Tag: #briefr The Briefing Room
Welcome
Host:
Eric Kavanagh
eric.kavanagh@bloorgroup.com
@eric_kavanagh

Twitter Tag: #briefr The Briefing Room
  Reveal the essential characteristics of enterprise
software, good and bad
  Provide a forum for detailed analysis of today s innovative
technologies
  Give vendors a chance to explain their product to savvy
analysts
  Allow audience members to pose serious questions... and
get answers!
Mission

Twitter Tag: #briefr The Briefing Room
Topics
March: BI/ANALYTICS
April: BIG DATA
May: CLOUD

Twitter Tag: #briefr The Briefing Room
Simple is Hard
Ø  Context, Context, Context!
Ø  Smart Workflow + Good UI = Success
Ø  Self-service requires serious design

Twitter Tag: #briefr The Briefing Room
Analyst: Robin Bloor
Robin Bloor is
Chief Analyst at
The Bloor Group
robin.bloor@bloorgroup.com
@robinbloor

Twitter Tag: #briefr The Briefing Room
SAP
  SAP develops enterprise software for business operations
and customer relations
  Its suite of products includes analytics, data management
solutions, application lifecycle management, business
intelligence and mobile development
  SAP’s Predictive Analytics solution automates data prep,
modeling and deployment tasks

Twitter Tag: #briefr The Briefing Room
Guest: Mike Watschke
Mike Watschke is Senior Director, Predictive
Center of Excellence, SAP. Mike provides
support for SAP’s Predictive Analytics portfolio
on a global team chartered with ensuring
customers understand use cases, product
vision, and the business value of Advanced
Analytics. Mike’s tenure in analytics spans
over 15 years at SAP, Oracle, and PeopleSoft.
@MikeWatschke

Twitter Tag: #briefr The Briefing Room
Perceptions & Questions
Analyst:
Robin Bloor

Parallelism
Parallel architectures and technology
have accelerated everything
This is having a PROFOUND IMPACT across
the whole spectrum of BI and analytics

The Biological System
u  Our human control system
works at different speeds:
•  Almost instant reflex
•  Swift response
•  Considered response
u  Organizations will
gradually implement
similar control systems
u  This suggests a data-flow-
based architecture

The Driving Force of Insight
And Optimization?

The Emerging Data Flow
Other
EDW
Hadoop
Data Streams
Data Sources
Data
Real-Time
<0.1 secs 0.1 sec to 15 sec 15 sec to 15 mins 15 min to daysVariable Variable
Human Time In Time WheneverData Prep
Operational
Activity
Research
Activity
Data
Exploration
Machine
Learning
Algorithmic
Analytics
MDM
Cleansingetc.
Cleansing
Metadata
MGT
Predictive
Analytics
Real-Time
Alerts
Real-Time
Apps
Predictive
Analytics
Alerts
Interactive
Apps
Dashboard
Drill-down
User
Portal

Predictive Analytics
One way to think of predictive
analytics is to think of it as
NEURAL
It is an accurate analogy

u  Does SAP see in-memory technology as critical to
implementing predictive analytics?
u  Does SAP have specific data preparation
technology, or is that a partner arrangement?
u  Is this predictive capability cloud-neutral?
u  Is the capability Hadoop-agnostic?
u  Where does streaming fit into the picture?

Twitter Tag: #briefr The Briefing Room
Upcoming Topics
www.insideanalysis.com
March: BI/ANALYTICS
April: BIG DATA
May: CLOUD

Twitter Tag: #briefr The Briefing Room
THANK YOU
for your
ATTENTION!
Some images provided courtesy of
Wikimedia Commons

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The Briefing Room with Mark Madsen and Cisco Live Webcast August 18, 2015 Watch the archive: https://bloorgroup.webex.com/bloorgroup/lsr.php?RCID=0eff120f8b2879b582b77f4ff207ee54 Today's digital enterprises are seeing an explosion of data at the edge. The Internet of Everything is fast approaching a critical mass that will demand a sea change in how companies process data. This new world of information is widely distributed, streaming, and overall becoming too big to move. Experts predict that within two to three years, the bulk of analytic processing will take place on the fringes of information architectures. As a result, forward-thinking companies are dramatically shifting their analytic strategies. Register for this episode of The Briefing Room to hear veteran Analyst Mark Madsen of Third Nature explain how a new era of information architectures is now unfolding, paving the way to much more responsive and agile business models. He'll be briefed by Kim Macpherson of the Cisco Data and Analytics Business Unit, who will explain how her company's platform is uniquely suited for this new, federated analytic paradigm. She'll demonstrate how edge analytics can help companies address opportunities quickly and effectively. Visit InsideAnalysis.com for more information.

All Together Now: Connected Analytics for the Internet of Everything

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The Briefing Room with Dr. Robin Bloor and Splice Machine Live Webcast August 11, 2015 Watch the archive: https://bloorgroup.webex.com/bloorgroup/onstage/g.php?MTID=e1b33c9d45b178e13784b4a971a4c1349 The ETL process was born out of necessity, and for decades it has been the glue between data sources and target applications. But as data growth soars and increased competition demands real-time data, standard ETL has become brittle and often unmanageable. Scaling up resources can do the trick, but it’s very costly and only a matter of time before the processes hit another bottleneck. When outmoded ETL stands in the way of real-time analytics, it might be time to consider a completely new approach. Register for this episode of The Briefing Room to learn from veteran Analyst Dr. Robin Bloor as he explains how modern, data-driven architectures must adopt an equally capable data integration strategy. He’ll be briefed by Rich Reimer of Splice Machine, who will discuss how his company solves ETL performance issues and enables real-time analytics and reports on big data. He will show that by leveraging the scale-out power of Hadoop and the in-memory speed of Spark, users can bring both analytical and operational systems together, eventually performing transformations only when needed. Visit InsideAnalysis.com for more information.

Goodbye, Bottlenecks: How Scale-Out and In-Memory Solve ETL

Inside Analysis

The Briefing Room with Dr. Robin Bloor and Modus Operandi Live Webcast July 28, 2015 Watch the Archive: https://bloorgroup.webex.com/bloorgroup/onstage/g.php?MTID=efc4082d9b0b0adfcd753a7435d2d6a1b The analytic bottlenecks of yesterday need not apply today. The boundaries are also falling thanks in large part to the abundance of third-party data. The most data-driven companies these days are finding creative ways to dynamically incorporate data from within and beyond the firewall, thus building highly accurate, multidimensional views of their business, customer, competition or other subject areas. Register for this episode of The Briefing Room to hear veteran Analyst Dr. Robin Bloor as he explains the magnitude of change that's occurring in the world of data, why it's happening now, and how you can take advantage. He'll be briefed by Mike Gilger and Boris Pelakh, who will showcase their company's enterprise analytics platform, which combines a range of battle-tested functionality to deliver dynamic situational awareness that can leverage a comprehensive array of data sets. They'll explain how the platform's reasoner benefits from a highly scalable rules engine, and a flexible modeling capability that can optimize data storage virtually on the fly. Visit InsideAnalysis.com for more information.

The Biggest Picture: Situational Awareness on a Global Level

Inside Analysis

The Briefing Room with Krish Krishnan and Teradata Live Webcast July 21, 2015 Watch the Archive: https://bloorgroup.webex.com/bloorgroup/lsr.php?RCID=602b2a8413e8719d39465f4d6291d505 Technology changes all the time, but the basic needs of the business are the same: BI and analytics. With new types of data, various analytics engines and multiple systems, giving business users seamless access to enterprise data can be a rather daunting process. One solution is to provide a complete fabric that spans the organization, touching all data points and masking the complexity behind disparate sources. Register for this episode of The Briefing Room to learn from veteran Analyst Krish Krishnan as he explores how and why architectures have changed over the years. He’ll be briefed by Imad Birouty of Teradata, who will discuss his company’s QueryGrid, an analytics solution designed to provide access to data across all systems. He will show how QueryGrid essentially creates a logical data warehouse and enables users to leverage SQL over multiple data types. Visit InsideAnalysis.com for more information.

Structurally Sound: How to Tame Your Architecture

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The Briefing Room with Dr. Robin Bloor and Actian Live Webcast July 14, 2015 Watch the Archive: https://bloorgroup.webex.com/bloorgroup/lsr.php?RCID=bbd4395ea2f8c60a03cfefc68c7aa823 Innovation often implies risk, which is why businesses have many issues to weigh when considering change. Yet the remarkable growth of data is driving many traditional systems into the ground, forcing information workers to take a critical look at their existing tools. Technologies like Hadoop offer economical solutions to big data management, but to truly take advantage of its capabilities, organizations must modernize their infrastructure. Register for this episode of The Briefing Room to learn from veteran Analyst Dr. Robin Bloor as he explains how and why organizations should improve legacy systems. He’ll be briefed by Todd Untrecht of Actian, who will tout his company’s Actian Vortex, a SQL-in-Hadoop solution. He will show how integrating a SQL engine directly in the Hadoop cluster can lead to faster analytics and greater control, while still maintaining existing investments. Visit InsideAnalysis.com for more information.

SQL In Hadoop: Big Data Innovation Without the Risk

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The Briefing Room with Dr. Robin Bloor and SYSTAP Live Webcast June 30, 2015 Watch the Archive: https://bloorgroup.webex.com/bloorgroup/lsr.php?RCID=0ff3889293f6c090483295fd7362c5a4 There's a reason why the biggest Web companies these days leverage graph technology: it is incredibly powerful for revealing a wide range of insights. Unlike other analytical databases, graph can very quickly identify the kinds of patterns that lead to better business decisions. Though relatively nascent in existing data centers, graph databases are proving to be well-suited for all kinds of business use cases, from clustering and hypothesis generation to failure detection and cyber analytics. Register for this episode of The Briefing Room to learn from veteran Analyst Dr. Robin Bloor as he discusses how semantic technology fits in the spectrum of database and discovery solutions. He’ll be briefed by Brad Bebee of SYSTAP, who will showcase his company’s Blazegraph products and Mapgraph technology. He will explain how SYSTAP’s approach overcomes the challenge of scalability, and how graph technology’s powerful data management capabilities can deliver better enterprise performance and analytics using GPUs and other approaches. Visit InsideAnalysis.com for more information.

The Perfect Fit: Scalable Graph for Big Data

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Hot Technologies with Rick Sherman, Dr. Robin Bloor and Snowflake Computing Live Webcast June 25, 2015 Watch the Archive: https://bloorgroup.webex.com/bloorgroup/onstage/g.php?MTID=e6e6de6cdfa8926e7a9d52e099a1a08e2 Enterprise software tends to advance in one of two ways: evolutionary and revolutionary. Evolutionary advances happen through incremental improvements made to an existing code base over a long period of time. Revolutionary advances happen when a new solution is designed from scratch, breaking cleanly from legacy approaches to take advantage of technology innovations that can span from hardware to software and methodologies. Register for this episode of Hot Technologies to hear veteran analysts Rick Sherman of Athena IT Solutions and Dr. Robin Bloor along with Bob Muglia, CEO of Snowflake Computing, explain how a confluence of advances in the data world have opened up new doors for revolutionary advances in data warehousing. They will discuss new technology innovations and how they can be used to create data warehouses with the power, flexibility, and resiliency that modern enterprises need without the complexities and latencies inherent to traditional approaches. Visit InsideAnalysis.com for more information.

A Revolutionary Approach to Modernizing the Data Warehouse

Inside Analysis

The Briefing Room with Rick van der Lans and Think Big, a Teradata Company Live Webcast on June 16, 2015 Watch the archive: https://bloorgroup.webex.com/bloorgroup/lsr.php?RCID=197f8106531874cc5c14081ca214eaff Hadoop is arguably one of the most disruptive technologies of the last decade. Once lauded solely for its ability to transform the speed of batch processing, it has marched steadily forward and promulgated an array of performance-enhancing accessories, notably Spark and YARN. Hadoop has evolved into much more than a file system and batch processor, and it now promises to stand as the data management and analytics backbone for enterprises. Register for this episode of The Briefing Room to learn from veteran Analyst Rick van der Lans, as he discusses the emerging roles of Hadoop within the analytics ecosystem. He’ll be briefed by Ron Bodkin of Think Big, a Teradata Company, who will explore Hadoop’s maturity spectrum, from typical entry use cases all the way up the value chain. He’ll show how enterprises that already use Hadoop in production are finding new ways to exploit its power and build creative, dynamic analytics environments. Visit InsideAnalysis.com for more information.

The Maturity Model: Taking the Growing Pains Out of Hadoop

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The Briefing Room with Malcolm Chisholm and Druva Live Webcast on June 9, 2015 Watch the archive: https://bloorgroup.webex.com/bloorgroup/lsr.php?RCID=baf82d3835c5dfa63202dcbe322a3ad7 The emergence of the mobile workforce has left an indelible mark on the enterprise; every employee is now mobile, and business data continues to be dispatched to the far reaches of the enterprise. While this has added enormous opportunity for increased productivity, it has also muddied the waters when it comes to controlling and protecting valuable data assets. As companies quickly evolve to address the new set of challenges posed by this shift in data usage, IT must ensure that all data, no matter where it’s generated or stored, is available and governed just as if it were still safely behind the corporate firewall. Register for this episode of The Briefing Room to hear veteran Analyst Malcolm Chisholm as he explains the myriad challenges that mobile data introduces when addressing regulations and compliance needs, requiring new approaches to data governance. He’ll be briefed by Dave Packer of Druva, who will outline his company’s converged data protection strategy, which brings data center class capabilities to backup, availability and governance for the mobile workforce. He will share strategies to meet regional data residency, data recovery, legal hold and eDiscovery requirements and more. Visit InsideAnalysis.com for more information.

Rethinking Data Availability and Governance in a Mobile World

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The New Simple: Predictive Analytics for the Mainstream

1. Grab some coffee and enjoy the pre-show banter before the top of the hour!

2. The Briefing Room The New Simple: Predictive Analytics for the Mainstream

3. Twitter Tag: #briefr The Briefing Room Welcome Host: Eric Kavanagh eric.kavanagh@bloorgroup.com @eric_kavanagh

4. Twitter Tag: #briefr The Briefing Room   Reveal the essential characteristics of enterprise software, good and bad   Provide a forum for detailed analysis of today s innovative technologies   Give vendors a chance to explain their product to savvy analysts   Allow audience members to pose serious questions... and get answers! Mission

5. Twitter Tag: #briefr The Briefing Room Topics March: BI/ANALYTICS April: BIG DATA May: CLOUD

6. Twitter Tag: #briefr The Briefing Room Simple is Hard Ø  Context, Context, Context! Ø  Smart Workflow + Good UI = Success Ø  Self-service requires serious design

7. Twitter Tag: #briefr The Briefing Room Analyst: Robin Bloor Robin Bloor is Chief Analyst at The Bloor Group robin.bloor@bloorgroup.com @robinbloor

8. Twitter Tag: #briefr The Briefing Room SAP   SAP develops enterprise software for business operations and customer relations   Its suite of products includes analytics, data management solutions, application lifecycle management, business intelligence and mobile development   SAP’s Predictive Analytics solution automates data prep, modeling and deployment tasks

9. Twitter Tag: #briefr The Briefing Room Guest: Mike Watschke Mike Watschke is Senior Director, Predictive Center of Excellence, SAP. Mike provides support for SAP’s Predictive Analytics portfolio on a global team chartered with ensuring customers understand use cases, product vision, and the business value of Advanced Analytics. Mike’s tenure in analytics spans over 15 years at SAP, Oracle, and PeopleSoft. @MikeWatschke

10. Twitter Tag: #briefr The Briefing Room Perceptions & Questions Analyst: Robin Bloor

11. Robin Bloor, PhD

12. Parallelism Parallel architectures and technology have accelerated everything This is having a PROFOUND IMPACT across the whole spectrum of BI and analytics

13. The Biological System u  Our human control system works at different speeds: •  Almost instant reflex •  Swift response •  Considered response u  Organizations will gradually implement similar control systems u  This suggests a data-flow- based architecture

14. The Driving Force of Insight And Optimization?

15. The Emerging Data Flow Other EDW Hadoop Data Streams Data Sources Data Real-Time <0.1 secs 0.1 sec to 15 sec 15 sec to 15 mins 15 min to daysVariable Variable Human Time In Time WheneverData Prep Operational Activity Research Activity Data Exploration Machine Learning Algorithmic Analytics MDM Cleansingetc. Cleansing Metadata MGT Predictive Analytics Real-Time Alerts Real-Time Apps Predictive Analytics Alerts Interactive Apps Dashboard Drill-down User Portal

16. Predictive Analytics One way to think of predictive analytics is to think of it as NEURAL It is an accurate analogy

17. u  Does SAP see in-memory technology as critical to implementing predictive analytics? u  Does SAP have specific data preparation technology, or is that a partner arrangement? u  Is this predictive capability cloud-neutral? u  Is the capability Hadoop-agnostic? u  Where does streaming fit into the picture?

18. Twitter Tag: #briefr The Briefing Room

19. Twitter Tag: #briefr The Briefing Room Upcoming Topics www.insideanalysis.com March: BI/ANALYTICS April: BIG DATA May: CLOUD

20. Twitter Tag: #briefr The Briefing Room THANK YOU for your ATTENTION! Some images provided courtesy of Wikimedia Commons

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