Diese Präsentation wurde erfolgreich gemeldet.
Wir verwenden Ihre LinkedIn Profilangaben und Informationen zu Ihren Aktivitäten, um Anzeigen zu personalisieren und Ihnen relevantere Inhalte anzuzeigen. Sie können Ihre Anzeigeneinstellungen jederzeit ändern.
Emerging Practices and Technologies to Meet Today’s
Requirements
RETHINKING THE DATA WAREHOUSE
• Presenters Introduction
• Senturus Overview
• Rethinking the Data Warehouse
• Special Offers
• Additional Resources
• Q ...
Mark Madsen
President
Third Nature
Introduction: Today’s Presenters
Copyright 2015 Senturus, Inc. All Rights Reserved 3
Jo...
This slide deck is part of the “Rethinking the Data
Warehouse” recorded webinar. To view the FREE
recording of the entire ...
Resource Library
Senturus’ whole purpose is to make you
successful with Business Analytics.
Thus, we offer a series of tec...
Who we are
SENTURUS INTRODUCTION
Technology Depth + Business Acumen
Senturus: Business Architects
for Business Analytics
7Copyright 2015 Senturus, Inc. All...
A Few of Our 800+ Clients
8Copyright 2015 Senturus, Inc. All Rights Reserved
Emerging Practices and Technologies to
Meet Today’s Requirements
RETHINKING THE DATA WAREHOUSE
This slide deck is part of the “Rethinking the Data
Warehouse” recorded webinar. To view the FREE
recording of the entire ...
11
Emerging Practices and
Architecture to Meet
Today’s Analytic
Requirements
May, 2015
Mark Madsen
Third Nature
CopyrightThird Nature, Inc.
As a technology moves from emerging to commodity the
nature of acquiring, using and managing i...
CopyrightThird Nature, Inc.
The market is cyclical: databases in No-tation
1970: NoSQL = We have no SQL
1980: NoSQL = Know...
CopyrightThird Nature, Inc.
We are in a transitional phase in IT architecture
Then State of Practice Now, future
Architect...
CopyrightThird Nature, Inc.
Today: repeating the experience of the prior eras
This is the turbulent
phase of the market as...
CopyrightThird Nature, Inc.
Think like an architect,
not like a consumer
No more “enterprise
standard” – now it’s all
abou...
CopyrightThird Nature, Inc.
The complaints about the data warehouse
CopyrightThird Nature, Inc.
Data
deficient
Takes
too long
Costs
too much
Function
deficient
IT root
causes
IT proximate
ca...
CopyrightThird Nature, Inc.
Data
deficient
Takes
too long
Costs
too much
Function
deficient
IT root
causes
IT proximate
ca...
CopyrightThird Nature, Inc.
Data
deficient
Takes
too long
Costs
too much
Function
deficient
IT root
causes
IT proximate
ca...
This slide deck is part of the “Rethinking the Data
Warehouse” recorded webinar. To view the FREE
recording of the entire ...
CopyrightThird Nature, Inc.
Old market says: There’s nothing wrong with what
you have, just keep buying new products from ...
CopyrightThird Nature, Inc.
The emerging big data market has an answer…
CopyrightThird Nature, Inc.
The data lake
CopyrightThird Nature, Inc.
The data lake after a little while
CopyrightThird Nature, Inc.
If “big” is your motivation for change, dig deeper
Source:Noumenal,Inc.
CopyrightThird Nature, Inc.
Architecture starts with a goal.
Answers: Why? What? Who? How?
Goal, capabilities, organizatio...
CopyrightThird Nature, Inc.
Schema
In the DW world both data and processing are bounded
No consideration for feedback loop...
CopyrightThird Nature, Inc.
The data warehouse vs business agility
All the data
Common, typed, tabular data
The bottleneck...
CopyrightThird Nature, Inc.
Rate of change in the business exceeds that of the DW
CopyrightThird Nature, Inc.
In the big data world flow is unbounded and continuous
Feedback
loops allowed
End-of-analysis
...
This slide deck is part of the “Rethinking the Data
Warehouse” recorded webinar. To view the FREE
recording of the entire ...
CopyrightThird Nature, Inc.
What’s the way out of the current problems?
architecture
CopyrightThird Nature, Inc.
Renovate the monolithic architecture
CopyrightThird Nature, Inc.
Principle: provide loose coupling between components
CopyrightThird Nature, Inc.
Principle: design for Isolation of unrelated change
CopyrightThird Nature, Inc.
There are really three workloads to consider, not two
1. Operational: OLTP systems
2. Analytic...
CopyrightThird Nature, Inc.
Deconstructing the data warehouse
There are three
things happening
in a DW:
▪ Data acquisition...
CopyrightThird Nature, Inc.
Data integration: The data collection pattern
Take what people give you. Manage what is import...
CopyrightThird Nature, Inc.
Data collection
Collection can’t be limited by database scale and latency.
Immutability and pe...
This slide deck is part of the “Rethinking the Data
Warehouse” recorded webinar. To view the FREE
recording of the entire ...
CopyrightThird Nature, Inc.
DATA ARCHITECTURE
We’re so focused on the light switch that we’re not
talking about the light
CopyrightThird Nature, Inc.
Decoupled Data Architecture
The core of the data warehouse isn’t the
database, it’s the data a...
CopyrightThird Nature, Inc.
Data architecture: phased or staged data
Multiple locations for use, differing quality levels
CopyrightThird Nature, Inc.
Integrate
Manage
Decouple the data architecture by phase
Use
This implies new data management ...
CopyrightThird Nature, Inc.
Phases, not layers
Some tools require specific repositories or models.
Others can reach in to ...
CopyrightThird Nature, Inc.
It’s better to have visibility over everything than limited
visibility and control over a few ...
CopyrightThird Nature, Inc.
A visibility pattern
Give people a place for their ungoverned data.
Provide access to everythi...
CopyrightThird Nature, Inc.
Agile methods without agile architectures fail
How you build is as important as what you build
CopyrightThird Nature, Inc.
Reinforcing relationships keep architectures from
changing, despite radical technology shifts
...
CopyrightThird Nature, Inc.
How do you migrate to a new architecture?
“Any organization that designs a system … will
inevi...
CopyrightThird Nature, Inc.
Move to continuous delivery
This slide deck is part of the “Rethinking the Data
Warehouse” recorded webinar. To view the FREE
recording of the entire ...
CopyrightThird Nature, Inc.
Don’t follow the market
Some people can’t resist
getting the next new thing
because it’s new a...
CopyrightThird Nature, Inc.
We need “good enough” practices
We don’t need best practices, we need worst failures.
CopyrightThird Nature, Inc.
Conclusions
Big data is an opportunity to modernize, take
advantage of it.
You do need new tec...
CopyrightThird Nature, Inc.
“The future, according to some scientists, will be exactly like
the past, only far more expens...
CopyrightThird Nature, Inc.
CC Image Attributions
Thanks to the people who supplied the creative commons licensed images u...
CopyrightThird Nature, Inc.
CC Image Attributions
Thanks to the people who supplied the creative commons licensed images u...
CopyrightThird Nature, Inc.
About the Presenter
Mark Madsen is president of Third Nature, a
technology research and consul...
CopyrightThird Nature, Inc.
About Third Nature
Third Nature is a research and consulting firm focused on new and emerging ...
SPECIAL OFFERS
BI Assessment
• Comprehensive Review of BI Stack Components: Server and Application
Layer, Data & Transformation Layer, an...
www.senturus.com/events
Upcoming Events
64Copyright 2015 Senturus, Inc. All Rights Reserved
*Custom, tailored training also available*
Cognos and Tableau Training Options
65Copyright 2015 Senturus, Inc. All Rights ...
This slide deck is part of the “Rethinking the Data
Warehouse” recorded webinar. To view the FREE
recording of the entire ...
Thank You!
www.senturus.com
888-601-6010
info@senturus.com
Copyright 2014 by Senturus, Inc.
This entire presentation is co...
Nächste SlideShare
Wird geladen in …5
×

Rethinking The Data Warehouse: Emerging Practices and Technologies to Meet Today’s Requirements

473 Aufrufe

Veröffentlicht am

Senturus special guest Mark Madsen, keynote speaker at the TDWI World Conference, shares his insights into the five major issues facing data warehouses and his solution to increase agility and flexibility. View the webinar video recording and download this deck: http://www.senturus.com/resources/rethinking-the-data-warehouse/.

Current data warehouses are not architected to meet current analytics requirements including end user self-service, multiple tools, huge data volumes, visualizations and deeper analysis needs. Hear Mark’s strategic insights for how to solve these issues.

Senturus, a business analytics consulting firm, has a resource library with hundreds of free recorded webinars, trainings, demos and unbiased product reviews. Take a look and share them with your colleagues and friends: http://www.senturus.com/resources/.

Veröffentlicht in: Daten & Analysen
  • Als Erste(r) kommentieren

Rethinking The Data Warehouse: Emerging Practices and Technologies to Meet Today’s Requirements

  1. 1. Emerging Practices and Technologies to Meet Today’s Requirements RETHINKING THE DATA WAREHOUSE
  2. 2. • Presenters Introduction • Senturus Overview • Rethinking the Data Warehouse • Special Offers • Additional Resources • Q & A Today’s Agenda 2Copyright 2015 Senturus, Inc. All Rights Reserved
  3. 3. Mark Madsen President Third Nature Introduction: Today’s Presenters Copyright 2015 Senturus, Inc. All Rights Reserved 3 John Peterson Co-Founder and CEO Senturus, Inc.
  4. 4. This slide deck is part of the “Rethinking the Data Warehouse” recorded webinar. To view the FREE recording of the entire presentation and download the slide deck, go to: www.senturus.com/resources/rethinking-the-data- warehouse/ Senturus’ comprehensive library of recorded webinars, demos, white papers, presentations and case studies is available on our website: www.senturus.com Hear the Recording 4Copyright 2015 Senturus, Inc. All Rights Reserved
  5. 5. Resource Library Senturus’ whole purpose is to make you successful with Business Analytics. Thus, we offer a series of technology- neutral webinars, training on specific software, demonstrations, and no-holds- barred reviews of new software releases. We host dozens of live webinars every year and we offer a comprehensive library of recorded webinars, demos, white papers, presentations and case studies on our website--a wealth of learning resources. Most of our content is custom created and constantly updated, so visit us often to see what’s new in the industry. www.senturus.com/resources/ 5Copyright 2014 Senturus, Inc. All Rights Reserved
  6. 6. Who we are SENTURUS INTRODUCTION
  7. 7. Technology Depth + Business Acumen Senturus: Business Architects for Business Analytics 7Copyright 2015 Senturus, Inc. All Rights Reserved C-Level Business Acumen Technical/To ol Expertise Deep Data Experience Project Management Rigor Business Intelligence Enterprise Planning Predictive Analytics
  8. 8. A Few of Our 800+ Clients 8Copyright 2015 Senturus, Inc. All Rights Reserved
  9. 9. Emerging Practices and Technologies to Meet Today’s Requirements RETHINKING THE DATA WAREHOUSE
  10. 10. This slide deck is part of the “Rethinking the Data Warehouse” recorded webinar. To view the FREE recording of the entire presentation and download the slide deck, go to: www.senturus.com/resources/rethinking-the-data- warehouse/ Senturus’ comprehensive library of recorded webinars, demos, white papers, presentations and case studies is available on our website: www.senturus.com Hear the Recording 10Copyright 2015 Senturus, Inc. All Rights Reserved
  11. 11. 11 Emerging Practices and Architecture to Meet Today’s Analytic Requirements May, 2015 Mark Madsen Third Nature
  12. 12. CopyrightThird Nature, Inc. As a technology moves from emerging to commodity the nature of acquiring, using and managing it changes Generate options Innovation Novel practice Maximize value Maturation Complicated Constrain choices Adaptation Good practice Optimize Standardize / minimize choice Acquisition Best practice Minimize costs Saturation Simple Innovation Complex Agile & open source* methods 6 Sigma & process methods
  13. 13. CopyrightThird Nature, Inc. The market is cyclical: databases in No-tation 1970: NoSQL = We have no SQL 1980: NoSQL = Know SQL 2000: NoSQL = No SQL? 2005: NoSQL = No SQL! 2010: NoSQL = Not only SQL 2015: NoSQL = No, SQL! (R)DB(MS)
  14. 14. CopyrightThird Nature, Inc. We are in a transitional phase in IT architecture Then State of Practice Now, future Architecture Timeshare Client/server Cloud Data Core TXs All TXs, some events, docs All data Rate of change Slow Rapid Continuous Uses Few Many Everything Latency Daily+++ < daily to minutes Immediate Data platform Uniprocessor SMP, cluster Shared nothing
  15. 15. CopyrightThird Nature, Inc. Today: repeating the experience of the prior eras This is the turbulent phase of the market as it goes through rapid development, then product and service changes. The Internet combined with commodity computing is forcing a new business and IT structural evolution, already underway. Maturation SaturationInnovation Big data is here Analytics is here BI/DW is here
  16. 16. CopyrightThird Nature, Inc. Think like an architect, not like a consumer No more “enterprise standard” – now it’s all about “what works” The technology providers are selling you what they have, not what you need. Follow the goals of the business. Translate the goals into capabilities and match those to the architecture required.
  17. 17. CopyrightThird Nature, Inc. The complaints about the data warehouse
  18. 18. CopyrightThird Nature, Inc. Data deficient Takes too long Costs too much Function deficient IT root causes IT proximate causes What is said in disputes Lack of agility People & vendor cost basis Client-server infrastructure Lack of “good enough” competency 1980s-era methods Inappropriate technology Data hygiene fetishes Vendor lock 1990s-era procurement IT skills deficit Dysfunctional OLTP portfolio
  19. 19. CopyrightThird Nature, Inc. Data deficient Takes too long Costs too much Function deficient IT root causes IT proximate causes What is said in disputes How business responds IT FUD responses Lack of agility People & vendor cost basis Client-server infrastructure Lack of “good enough” competency SaaS / Cloud BI Consultants Self-service BI Shadow BI Workarounds & spreadmarts Hidden costs Loss of control Loss of visibility Loss of knowledge Security risks Bad data risks 1980s-era methods Inappropriate technology Data hygiene fetishes Vendor lock 1990s-era procurement IT skills deficit Dysfunctional OLTP portfolio
  20. 20. CopyrightThird Nature, Inc. Data deficient Takes too long Costs too much Function deficient IT root causes IT proximate causes What is said in disputes How business responds IT FUD responses Lack of agility People & vendor cost basis Client-server infrastructure Lack of “good enough” competency SaaS / Cloud BI Consultants Self-service BI Shadow BI Workarounds & spreadmarts Hidden costs Loss of control Loss of visibility Loss of knowledge Security risks Bad data risks 1980s-era methods Inappropriate technology Data hygiene fetishes Vendor lock 1990s-era procurement IT skills deficit Dysfunctional OLTP portfolio This is not a technology problem – it is an architecture problem.
  21. 21. This slide deck is part of the “Rethinking the Data Warehouse” recorded webinar. To view the FREE recording of the entire presentation and download the slide deck, go to: www.senturus.com/resources/rethinking-the-data- warehouse/ Senturus’ comprehensive library of recorded webinars, demos, white papers, presentations and case studies is available on our website: www.senturus.com Hear the Recording 21Copyright 2015 Senturus, Inc. All Rights Reserved
  22. 22. CopyrightThird Nature, Inc. Old market says: There’s nothing wrong with what you have, just keep buying new products from us
  23. 23. CopyrightThird Nature, Inc. The emerging big data market has an answer…
  24. 24. CopyrightThird Nature, Inc. The data lake
  25. 25. CopyrightThird Nature, Inc. The data lake after a little while
  26. 26. CopyrightThird Nature, Inc. If “big” is your motivation for change, dig deeper Source:Noumenal,Inc.
  27. 27. CopyrightThird Nature, Inc. Architecture starts with a goal. Answers: Why? What? Who? How? Goal, capabilities, organization, implementation
  28. 28. CopyrightThird Nature, Inc. Schema In the DW world both data and processing are bounded No consideration for feedback loops and change Processing only happens here Carefully controlled SQL only access Nobodycreates newinformation Sources few and well understood Complex DI is controlled by IT Schemas are few and designed Tools are authorized, few in number and kind One way flow
  29. 29. CopyrightThird Nature, Inc. The data warehouse vs business agility All the data Common, typed, tabular data The bottleneck is you
  30. 30. CopyrightThird Nature, Inc. Rate of change in the business exceeds that of the DW
  31. 31. CopyrightThird Nature, Inc. In the big data world flow is unbounded and continuous Feedback loops allowed End-of-analysis dataset may be start of a BI dataset Continuous data integration and delivery Files are back as both input and storage Minimal barrier of / control on collection Areas of provisioned data Any shape in, rectangles out
  32. 32. This slide deck is part of the “Rethinking the Data Warehouse” recorded webinar. To view the FREE recording of the entire presentation and download the slide deck, go to: www.senturus.com/resources/rethinking-the-data- warehouse/ Senturus’ comprehensive library of recorded webinars, demos, white papers, presentations and case studies is available on our website: www.senturus.com Hear the Recording 32Copyright 2015 Senturus, Inc. All Rights Reserved
  33. 33. CopyrightThird Nature, Inc. What’s the way out of the current problems? architecture
  34. 34. CopyrightThird Nature, Inc. Renovate the monolithic architecture
  35. 35. CopyrightThird Nature, Inc. Principle: provide loose coupling between components
  36. 36. CopyrightThird Nature, Inc. Principle: design for Isolation of unrelated change
  37. 37. CopyrightThird Nature, Inc. There are really three workloads to consider, not two 1. Operational: OLTP systems 2. Analytic: (R)OLAP systems & Statistical 3. Processing: Computational systems Unit of focus: 1. Transaction 2. Query 3. Computation Different problems require different platforms
  38. 38. CopyrightThird Nature, Inc. Deconstructing the data warehouse There are three things happening in a DW: ▪ Data acquisition ▪ Data management ▪ Data delivery Isolate them from one another. Data Warehouse
  39. 39. CopyrightThird Nature, Inc. Data integration: The data collection pattern Take what people give you. Manage what is important.
  40. 40. CopyrightThird Nature, Inc. Data collection Collection can’t be limited by database scale and latency. Immutability and persistence are required. Incremental Collect Batch One-time copy Real time Manage Integrate
  41. 41. This slide deck is part of the “Rethinking the Data Warehouse” recorded webinar. To view the FREE recording of the entire presentation and download the slide deck, go to: www.senturus.com/resources/rethinking-the-data- warehouse/ Senturus’ comprehensive library of recorded webinars, demos, white papers, presentations and case studies is available on our website: www.senturus.com Hear the Recording 41Copyright 2015 Senturus, Inc. All Rights Reserved
  42. 42. CopyrightThird Nature, Inc. DATA ARCHITECTURE We’re so focused on the light switch that we’re not talking about the light
  43. 43. CopyrightThird Nature, Inc. Decoupled Data Architecture The core of the data warehouse isn’t the database, it’s the data architecture that the database and tools implement. We need a data architecture that is not limiting: ▪ Deals with data and schema change easily ▪ Does not always require up front modeling ▪ Does not limit the format or structure of data ▪ Assumes a full range of data latencies, from streaming to one-time bulk loads, both in and out,
  44. 44. CopyrightThird Nature, Inc. Data architecture: phased or staged data Multiple locations for use, differing quality levels
  45. 45. CopyrightThird Nature, Inc. Integrate Manage Decouple the data architecture by phase Use This implies new data management and modeling approaches Collect Transactions Observations Declarations
  46. 46. CopyrightThird Nature, Inc. Phases, not layers Some tools require specific repositories or models. Others can reach in to get what they need. Do not enforce a single constraint.
  47. 47. CopyrightThird Nature, Inc. It’s better to have visibility over everything than limited visibility and control over a few things. Control is an illusion, you never had it.
  48. 48. CopyrightThird Nature, Inc. A visibility pattern Give people a place for their ungoverned data. Provide access to everything, in every phase. You need a usage policy and a promotion policy. Data Warehouse
  49. 49. CopyrightThird Nature, Inc. Agile methods without agile architectures fail How you build is as important as what you build
  50. 50. CopyrightThird Nature, Inc. Reinforcing relationships keep architectures from changing, despite radical technology shifts Note how only one third is tech Architectural Regime MethodologyTechnology Organization Organization defines where the work is done and the roles. Technology defines what work can be done in a given area. Methodology defines how work is done and what that work is. Slide 50
  51. 51. CopyrightThird Nature, Inc. How do you migrate to a new architecture? “Any organization that designs a system … will inevitably produce a design whose structure is a copy of the organization's communication structure.” —M. Conway Take advantage of conway’s law.
  52. 52. CopyrightThird Nature, Inc. Move to continuous delivery
  53. 53. This slide deck is part of the “Rethinking the Data Warehouse” recorded webinar. To view the FREE recording of the entire presentation and download the slide deck, go to: www.senturus.com/resources/rethinking-the-data- warehouse/ Senturus’ comprehensive library of recorded webinars, demos, white papers, presentations and case studies is available on our website: www.senturus.com Hear the Recording 53Copyright 2015 Senturus, Inc. All Rights Reserved
  54. 54. CopyrightThird Nature, Inc. Don’t follow the market Some people can’t resist getting the next new thing because it’s new and new is always better. Many IT organizations are like this, promoting a solution and hunting for the problem that matches it. Better to ask “What is the problem for which this technology is the answer?” CopyrightThird Nature, Inc.
  55. 55. CopyrightThird Nature, Inc. We need “good enough” practices We don’t need best practices, we need worst failures.
  56. 56. CopyrightThird Nature, Inc. Conclusions Big data is an opportunity to modernize, take advantage of it. You do need new tech, don’t delude yourself. You still need most of the old tech, it works. Architecture is key: deconstruct what’s wrong, define the new, build toward it selectively. Changing methods will change architecture, you can’t build the new using the old methods. Agile and continuous delivery go together. People are more important than products (again).
  57. 57. CopyrightThird Nature, Inc. “The future, according to some scientists, will be exactly like the past, only far more expensive.” ~ John Sladek
  58. 58. CopyrightThird Nature, Inc. CC Image Attributions Thanks to the people who supplied the creative commons licensed images used in this presentation: shady_puppy_sales.jpg - http://www.flickr.com/photos/brizzlebornandbred/5001120150 cuneiform_proto_3000bc.jpg - http://www.flickr.com/photos/takomabibelot/3124619443/ cuneiform_undo.jpg - http://www.flickr.com/photos/charlestilford/2552654321/ scroll_kerouac.jpg - http://www.flickr.com/photos/ari/93966538/ House on fire - http://flickr.com/photos/oldonliner/1485881035/ Manuscripts on shelf - http://flickr.com/photos/peterkaminski/1688635/ manuscript_illum.jpg - http://www.flickr.com/photos/diorama_sky/2975796332/ manuscript_page.jpg - http://www.flickr.com/photos/calliope/306564541/ subway dc metro - http://flickr.com/photos/musaeum/509899161/Circos, Hierarchical Edge Bundles:Visualization of Adjacency Relations in Hierarchical Data, Danny Holten text composition - http://flickr.com/photos/candiedwomanire/60224567/ twitter_network_bw.jpg - http://www.flickr.com/photos/dr/2048034334/ donuts_4_views.jpg - http://www.flickr.com/photos/le_hibou/76718773/ subway dc metro - http://flickr.com/photos/musaeum/509899161/
  59. 59. CopyrightThird Nature, Inc. CC Image Attributions Thanks to the people who supplied the creative commons licensed images used in this presentation: cuneiform_undo.jpg - http://www.flickr.com/photos/charlestilford/2552654321/ cuneiform_proto_3000bc.jpg - http://www.flickr.com/photos/takomabibelot/3124619443/ scroll_kerouac.jpg - http://www.flickr.com/photos/ari/93966538/ firemen not noticing fire.jpg - http://flickr.com/photos/oldonliner/1485881035/ outdated gumshoe.jpg - http://flickr.com/photos/olivander/372385317/ manuscript_page.jpg - http://www.flickr.com/photos/calliope/306564541/ manuscript_illum.jpg - http://www.flickr.com/photos/diorama_sky/2975796332 well town hall.jpg - http://flickr.com/photos/tuinkabouter/1135560976/ pyramid_camel_rider.jpg - http://www.flickr.com/photos/khalid-almasoud/1528054134/ uniform_umbrellas.jpg - http://www.flickr.com/photos/mortimer/221051561/ open air market - http://flickr.com/photos/baboon/309793875/ train_to_sea.jpg - http://www.flickr.com/photos/innoxiuss/457069767/ wheat_field.jpg - http://www.flickr.com/photos/ecstaticist/1120119742/ Open air market - http://flickr.com/photos/baboon/309793875/ changing of the guard.jpg - http://flickr.com/photos/mambo1935/160739264/ Gare do Oriente Lisbon airport bridge.jpg - http://flickr.com/photos/higaara/228673603/ winding_road.jpg - http://www.flickr.com/photos/batt_57/4000701633/ Tokyo forum - http://flickr.com/photos/fukagawa/2004106475/ riot police line small - http://flickr.com/photos/73594239@N00/25719098/
  60. 60. CopyrightThird Nature, Inc. About the Presenter Mark Madsen is president of Third Nature, a technology research and consulting firm focused on business intelligence, data integration and data management. Mark is an award-winning author, architect and CTO whose work has been featured in numerous industry publications. Over the past ten years Mark received awards for his work from the American Productivity & Quality Center, TDWI, and the Smithsonian Institute. He is an international speaker, a contributor to Forbes Online and on the O’Reilly Strata program committee. For more information or to contact Mark, follow @markmadsen on Twitter or visit http://ThirdNature.net
  61. 61. CopyrightThird Nature, Inc. About Third Nature Third Nature is a research and consulting firm focused on new and emerging technology and practices in analytics, business intelligence, information strategy and data management. If your question is related to data, analytics, information strategy and technology infrastructure then you‘re at the right place. Our goal is to help organizations solve problems using data. We offer education, consulting and research services to support business and IT organizations as well as technology vendors. We fill the gap between what the industry analyst firms cover and what IT needs. We specialize in product and technology analysis, so we look at emerging technologies and markets, evaluating technology and hw it is applied rather than vendor market positions.
  62. 62. SPECIAL OFFERS
  63. 63. BI Assessment • Comprehensive Review of BI Stack Components: Server and Application Layer, Data & Transformation Layer, and BI Tools Layer • Deliverables include Grading and Roadmap for each of the Stack Components • Cost Starting at $9,995 Complimentary Consultation • One-hour meeting with Senturus experts to discuss your challenges you may have in your analytics environment and potential solutions/recommendations Contact info@senturus.com or 888.601.6010 ext. 85 Senturus BI Assessment And Consultation 63Copyright 2015 Senturus, Inc. All Rights Reserved.
  64. 64. www.senturus.com/events Upcoming Events 64Copyright 2015 Senturus, Inc. All Rights Reserved
  65. 65. *Custom, tailored training also available* Cognos and Tableau Training Options 65Copyright 2015 Senturus, Inc. All Rights Reserved
  66. 66. This slide deck is part of the “Rethinking the Data Warehouse” recorded webinar. To view the FREE recording of the entire presentation and download the slide deck, go to: www.senturus.com/resources/rethinking-the-data- warehouse/ Senturus’ comprehensive library of recorded webinars, demos, white papers, presentations and case studies is available on our website: www.senturus.com Hear the Recording 66Copyright 2015 Senturus, Inc. All Rights Reserved
  67. 67. Thank You! www.senturus.com 888-601-6010 info@senturus.com Copyright 2014 by Senturus, Inc. This entire presentation is copyrighted and may not be reused or distributed without the written consent of Senturus, Inc.

×