SlideShare a Scribd company logo
1 of 3
Download to read offline
Illustrations of Software Innovation and Time to Business Value, Speed of Development Time, Change in
Costs or Changes in Data Center Operations as Compared to Pace of Moore’s Law Improvements
Robert B. Cohen, PhD, Senior Fellow, Economic Strategy Institute, August 4, 2017
. National Human Genome Research Institute’s Estimates of The Cost of Decoding based on Costs
at its Human Genome Centers, as compared to Moore’s Law Price Changes
Source: National Institutes of Health, National Human Genome Research Institute, “The Cost of Sequencing a Human
Genome” https://www.genome.gov/sequencingcosts/
Business Value Delivery – Software Changes from Monoliths to Functions: Log Time in Hours Shown with
a Reversed Scale: Software Innovations Reduce Time 100 Times Faster
Sources: Draws upon Adrian Cockcroft, "Evolution of Business Logic from Monoliths through Microservices to Functions," Cloud
Guru,https://read.acloud.guru/evolution-of-business-logic-from-monoliths-through-microservices-to-functions-
ff464b95a44d#.r8eel3vze and Stephen Orban, "Transitioning to DevOps and the Cloud," https://medium.com/aws-enterprise-
collection/transitioning-to-devops-and-the-cloud-9488ddaf862f#.r7y6krhq5
Figure 23. Business Value Delivery – Changes in the Time to Value in Data Centers from 2000 to 2013.
Source: VMware Accelerate Advisory Services, "Delivering on the Promise of the Software-Defined Data Center," VMware
Accelerate Advisory Services blog, 2013. https://blogs.vmware.com/vmtn/author/aluciani/page/3
0.1
1
10
100
1000
MONOLITHS: 8 WEEKS MICROSERVICES: 2
DAYS
2ND WAVE OF
DEVOPS: 3 HOURS
CONTAINERS: 1 HOUR FUNCTIONS: 7.5
MINUTES
2006 2011 2014 2017 2020
Moore's Law is Dead: Hours to Create New Software in Log Scale:
Software Innovation vs. Moore's Law Behavior
Software Innovation Moore's Law
0.01
0.1
1
10
100
1000
10000
2000 2003 2013
Hardware Defined Data
Center
Virtual Machines Software Defined Data
Center
Moore's Law is Dead: Time to Gain Value from Data
Centers over Time: Log Scale in Hours for Software
Innovation and Moore's Law Comparison
Software Innovation Moore's Law
Illustrations of software innovation and time to business value or speed of development time or changes in data centers as compared to projected examples of moore (auto recovered)

More Related Content

Similar to Illustrations of software innovation and time to business value or speed of development time or changes in data centers as compared to projected examples of moore (auto recovered)

Biomedical Research as an Open Digital Enterprise
Biomedical Research as an Open Digital EnterpriseBiomedical Research as an Open Digital Enterprise
Biomedical Research as an Open Digital EnterprisePhilip Bourne
 
01 introduction to course
01 introduction to course01 introduction to course
01 introduction to coursexavier john
 
An Improved Mining Of Biomedical Data From Web Documents Using Clustering
An Improved Mining Of Biomedical Data From Web Documents Using ClusteringAn Improved Mining Of Biomedical Data From Web Documents Using Clustering
An Improved Mining Of Biomedical Data From Web Documents Using ClusteringKelly Lipiec
 
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docxS.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docxjeffsrosalyn
 
Omics Logic - Bioinformatics 2.0
Omics Logic - Bioinformatics 2.0Omics Logic - Bioinformatics 2.0
Omics Logic - Bioinformatics 2.0Elia Brodsky
 
Pervasive, intelligent cloud ecosystems, spectacular firms and frontier firms...
Pervasive, intelligent cloud ecosystems, spectacular firms and frontier firms...Pervasive, intelligent cloud ecosystems, spectacular firms and frontier firms...
Pervasive, intelligent cloud ecosystems, spectacular firms and frontier firms...Economic Strategy Institute
 
Improvement from proof of concept into the production environment cater for...
Improvement from proof of concept into the production environment   cater for...Improvement from proof of concept into the production environment   cater for...
Improvement from proof of concept into the production environment cater for...Conference Papers
 
OLE Project - CULS Presentation
OLE Project - CULS PresentationOLE Project - CULS Presentation
OLE Project - CULS PresentationBeth Warner
 
PATHS state of the art monitoring report
PATHS state of the art monitoring reportPATHS state of the art monitoring report
PATHS state of the art monitoring reportpathsproject
 
IEEE 2014 DOTNET CLOUD COMPUTING PROJECTS A scientometric analysis of cloud c...
IEEE 2014 DOTNET CLOUD COMPUTING PROJECTS A scientometric analysis of cloud c...IEEE 2014 DOTNET CLOUD COMPUTING PROJECTS A scientometric analysis of cloud c...
IEEE 2014 DOTNET CLOUD COMPUTING PROJECTS A scientometric analysis of cloud c...IEEEMEMTECHSTUDENTPROJECTS
 
How Open Source Is Shaping Quality Engineering
How Open Source Is Shaping Quality EngineeringHow Open Source Is Shaping Quality Engineering
How Open Source Is Shaping Quality EngineeringAntoine Craske
 
Final Project RequirementsSubmit your final project topic here. .docx
Final Project RequirementsSubmit your final project topic here. .docxFinal Project RequirementsSubmit your final project topic here. .docx
Final Project RequirementsSubmit your final project topic here. .docxlmelaine
 
Transcelerate hackathon 04192020_for nn
Transcelerate hackathon 04192020_for nnTranscelerate hackathon 04192020_for nn
Transcelerate hackathon 04192020_for nnRyan Tubbs
 
E041131823
E041131823E041131823
E041131823IOSR-JEN
 
COLLABORATIVE BIBLIOGRAPHIC SYSTEM FOR REVIEW/SURVEY ARTICLES
COLLABORATIVE BIBLIOGRAPHIC SYSTEM FOR REVIEW/SURVEY ARTICLESCOLLABORATIVE BIBLIOGRAPHIC SYSTEM FOR REVIEW/SURVEY ARTICLES
COLLABORATIVE BIBLIOGRAPHIC SYSTEM FOR REVIEW/SURVEY ARTICLESijcsit
 
Rpi talk foster september 2011
Rpi talk foster september 2011Rpi talk foster september 2011
Rpi talk foster september 2011Ian Foster
 

Similar to Illustrations of software innovation and time to business value or speed of development time or changes in data centers as compared to projected examples of moore (auto recovered) (20)

Biomedical Research as an Open Digital Enterprise
Biomedical Research as an Open Digital EnterpriseBiomedical Research as an Open Digital Enterprise
Biomedical Research as an Open Digital Enterprise
 
01 introduction to course
01 introduction to course01 introduction to course
01 introduction to course
 
An Improved Mining Of Biomedical Data From Web Documents Using Clustering
An Improved Mining Of Biomedical Data From Web Documents Using ClusteringAn Improved Mining Of Biomedical Data From Web Documents Using Clustering
An Improved Mining Of Biomedical Data From Web Documents Using Clustering
 
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docxS.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
S.NoSalesforce Business Analyst roleComputer Systems Analysts.docx
 
Omics Logic - Bioinformatics 2.0
Omics Logic - Bioinformatics 2.0Omics Logic - Bioinformatics 2.0
Omics Logic - Bioinformatics 2.0
 
Pervasive, intelligent cloud ecosystems, spectacular firms and frontier firms...
Pervasive, intelligent cloud ecosystems, spectacular firms and frontier firms...Pervasive, intelligent cloud ecosystems, spectacular firms and frontier firms...
Pervasive, intelligent cloud ecosystems, spectacular firms and frontier firms...
 
Improvement from proof of concept into the production environment cater for...
Improvement from proof of concept into the production environment   cater for...Improvement from proof of concept into the production environment   cater for...
Improvement from proof of concept into the production environment cater for...
 
Ijetcas14 446
Ijetcas14 446Ijetcas14 446
Ijetcas14 446
 
OLE Project - CULS Presentation
OLE Project - CULS PresentationOLE Project - CULS Presentation
OLE Project - CULS Presentation
 
PATHS state of the art monitoring report
PATHS state of the art monitoring reportPATHS state of the art monitoring report
PATHS state of the art monitoring report
 
IEEE 2014 DOTNET CLOUD COMPUTING PROJECTS A scientometric analysis of cloud c...
IEEE 2014 DOTNET CLOUD COMPUTING PROJECTS A scientometric analysis of cloud c...IEEE 2014 DOTNET CLOUD COMPUTING PROJECTS A scientometric analysis of cloud c...
IEEE 2014 DOTNET CLOUD COMPUTING PROJECTS A scientometric analysis of cloud c...
 
How Open Source Is Shaping Quality Engineering
How Open Source Is Shaping Quality EngineeringHow Open Source Is Shaping Quality Engineering
How Open Source Is Shaping Quality Engineering
 
Final Project RequirementsSubmit your final project topic here. .docx
Final Project RequirementsSubmit your final project topic here. .docxFinal Project RequirementsSubmit your final project topic here. .docx
Final Project RequirementsSubmit your final project topic here. .docx
 
Transcelerate hackathon 04192020_for nn
Transcelerate hackathon 04192020_for nnTranscelerate hackathon 04192020_for nn
Transcelerate hackathon 04192020_for nn
 
Plenary paper-2012-weideman-academic-content-web-visibility-presence
Plenary paper-2012-weideman-academic-content-web-visibility-presencePlenary paper-2012-weideman-academic-content-web-visibility-presence
Plenary paper-2012-weideman-academic-content-web-visibility-presence
 
E041131823
E041131823E041131823
E041131823
 
20171003 lancaster data conversations Chue-Hong
20171003 lancaster data conversations Chue-Hong20171003 lancaster data conversations Chue-Hong
20171003 lancaster data conversations Chue-Hong
 
COLLABORATIVE BIBLIOGRAPHIC SYSTEM FOR REVIEW/SURVEY ARTICLES
COLLABORATIVE BIBLIOGRAPHIC SYSTEM FOR REVIEW/SURVEY ARTICLESCOLLABORATIVE BIBLIOGRAPHIC SYSTEM FOR REVIEW/SURVEY ARTICLES
COLLABORATIVE BIBLIOGRAPHIC SYSTEM FOR REVIEW/SURVEY ARTICLES
 
Rpi talk foster september 2011
Rpi talk foster september 2011Rpi talk foster september 2011
Rpi talk foster september 2011
 
Ethical solutions services
Ethical solutions servicesEthical solutions services
Ethical solutions services
 

More from Economic Strategy Institute

Future of work machine learning and middle level jobs 112618
Future of work machine learning and middle level jobs 112618Future of work machine learning and middle level jobs 112618
Future of work machine learning and middle level jobs 112618Economic Strategy Institute
 
How economists should think about the revolutionary changes taking place in h...
How economists should think about the revolutionary changes taking place in h...How economists should think about the revolutionary changes taking place in h...
How economists should think about the revolutionary changes taking place in h...Economic Strategy Institute
 
How cloud computing, open source, AI and ML will change the Economy jerusale...
How cloud computing, open source, AI and ML will change the Economy  jerusale...How cloud computing, open source, AI and ML will change the Economy  jerusale...
How cloud computing, open source, AI and ML will change the Economy jerusale...Economic Strategy Institute
 
Future of jobs and digital economy citi conference 090618
Future of jobs and digital economy citi conference 090618Future of jobs and digital economy citi conference 090618
Future of jobs and digital economy citi conference 090618Economic Strategy Institute
 
How software is transforming the u.s. economy 080517
How software is transforming the u.s. economy 080517How software is transforming the u.s. economy 080517
How software is transforming the u.s. economy 080517Economic Strategy Institute
 
How software is transforming the u.s. economy 070517
How software is transforming the u.s. economy 070517How software is transforming the u.s. economy 070517
How software is transforming the u.s. economy 070517Economic Strategy Institute
 
IoT, new business models and digital agility 102116
IoT, new business models and digital agility 102116IoT, new business models and digital agility 102116
IoT, new business models and digital agility 102116Economic Strategy Institute
 
How IoT helps Firms Optimize their Digital Performance. Economic Impact of IoT
How IoT helps Firms Optimize their Digital Performance. Economic Impact of IoTHow IoT helps Firms Optimize their Digital Performance. Economic Impact of IoT
How IoT helps Firms Optimize their Digital Performance. Economic Impact of IoTEconomic Strategy Institute
 
New IP Initial Findings from a New Research Project
New IP Initial Findings from a New Research ProjectNew IP Initial Findings from a New Research Project
New IP Initial Findings from a New Research ProjectEconomic Strategy Institute
 
New ip initial findings of a Project on the Economic and Business Impacts of ...
New ip initial findings of a Project on the Economic and Business Impacts of ...New ip initial findings of a Project on the Economic and Business Impacts of ...
New ip initial findings of a Project on the Economic and Business Impacts of ...Economic Strategy Institute
 
THE INTERNET OF THINGS, PRODUCTIVITY AND EMPLOYMENT Boston 0915
THE INTERNET OF THINGS, PRODUCTIVITY AND EMPLOYMENT Boston 0915THE INTERNET OF THINGS, PRODUCTIVITY AND EMPLOYMENT Boston 0915
THE INTERNET OF THINGS, PRODUCTIVITY AND EMPLOYMENT Boston 0915Economic Strategy Institute
 

More from Economic Strategy Institute (20)

Digitization and organizational change 121918
Digitization and organizational change 121918Digitization and organizational change 121918
Digitization and organizational change 121918
 
Future of work machine learning and middle level jobs 112618
Future of work machine learning and middle level jobs 112618Future of work machine learning and middle level jobs 112618
Future of work machine learning and middle level jobs 112618
 
How economists should think about the revolutionary changes taking place in h...
How economists should think about the revolutionary changes taking place in h...How economists should think about the revolutionary changes taking place in h...
How economists should think about the revolutionary changes taking place in h...
 
How cloud computing, open source, AI and ML will change the Economy jerusale...
How cloud computing, open source, AI and ML will change the Economy  jerusale...How cloud computing, open source, AI and ML will change the Economy  jerusale...
How cloud computing, open source, AI and ML will change the Economy jerusale...
 
Future of jobs and digital economy citi conference 090618
Future of jobs and digital economy citi conference 090618Future of jobs and digital economy citi conference 090618
Future of jobs and digital economy citi conference 090618
 
How software is transforming the U.S. economy
How software is transforming the U.S. economy How software is transforming the U.S. economy
How software is transforming the U.S. economy
 
Global ai conference nyc - oct 23 - 24 2017
Global ai conference  nyc - oct 23 - 24  2017Global ai conference  nyc - oct 23 - 24  2017
Global ai conference nyc - oct 23 - 24 2017
 
How software is transforming the u.s. economy 080517
How software is transforming the u.s. economy 080517How software is transforming the u.s. economy 080517
How software is transforming the u.s. economy 080517
 
Case studies of the internet of things 062017
Case studies of the internet of things 062017Case studies of the internet of things 062017
Case studies of the internet of things 062017
 
How software is transforming the u.s. economy 070517
How software is transforming the u.s. economy 070517How software is transforming the u.s. economy 070517
How software is transforming the u.s. economy 070517
 
Case studies of the internet of things 062017
Case studies of the internet of things 062017Case studies of the internet of things 062017
Case studies of the internet of things 062017
 
IoT, new business models and digital agility 102116
IoT, new business models and digital agility 102116IoT, new business models and digital agility 102116
IoT, new business models and digital agility 102116
 
How IoT helps Firms Optimize their Digital Performance. Economic Impact of IoT
How IoT helps Firms Optimize their Digital Performance. Economic Impact of IoTHow IoT helps Firms Optimize their Digital Performance. Economic Impact of IoT
How IoT helps Firms Optimize their Digital Performance. Economic Impact of IoT
 
Columbia CITI Econonomics of Net 060515 final
Columbia CITI Econonomics of Net 060515 finalColumbia CITI Econonomics of Net 060515 final
Columbia CITI Econonomics of Net 060515 final
 
Cross Skilling Jobs and Move to SDN
Cross Skilling Jobs and Move to SDNCross Skilling Jobs and Move to SDN
Cross Skilling Jobs and Move to SDN
 
New IP Initial Findings from a New Research Project
New IP Initial Findings from a New Research ProjectNew IP Initial Findings from a New Research Project
New IP Initial Findings from a New Research Project
 
Cross Skilling Jobs and Move to SDN
Cross Skilling Jobs and Move to SDNCross Skilling Jobs and Move to SDN
Cross Skilling Jobs and Move to SDN
 
New ip initial findings of a Project on the Economic and Business Impacts of ...
New ip initial findings of a Project on the Economic and Business Impacts of ...New ip initial findings of a Project on the Economic and Business Impacts of ...
New ip initial findings of a Project on the Economic and Business Impacts of ...
 
Columbia citi economics of net 060515 final
Columbia citi economics of net 060515 finalColumbia citi economics of net 060515 final
Columbia citi economics of net 060515 final
 
THE INTERNET OF THINGS, PRODUCTIVITY AND EMPLOYMENT Boston 0915
THE INTERNET OF THINGS, PRODUCTIVITY AND EMPLOYMENT Boston 0915THE INTERNET OF THINGS, PRODUCTIVITY AND EMPLOYMENT Boston 0915
THE INTERNET OF THINGS, PRODUCTIVITY AND EMPLOYMENT Boston 0915
 

Recently uploaded

Networking in the Penumbra presented by Geoff Huston at NZNOG
Networking in the Penumbra presented by Geoff Huston at NZNOGNetworking in the Penumbra presented by Geoff Huston at NZNOG
Networking in the Penumbra presented by Geoff Huston at NZNOGAPNIC
 
How is AI changing journalism? (v. April 2024)
How is AI changing journalism? (v. April 2024)How is AI changing journalism? (v. April 2024)
How is AI changing journalism? (v. April 2024)Damian Radcliffe
 
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...aditipandeya
 
Challengers I Told Ya ShirtChallengers I Told Ya Shirt
Challengers I Told Ya ShirtChallengers I Told Ya ShirtChallengers I Told Ya ShirtChallengers I Told Ya Shirt
Challengers I Told Ya ShirtChallengers I Told Ya Shirtrahman018755
 
Russian Call Girls in Kolkata Samaira 🤌 8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Samaira 🤌  8250192130 🚀 Vip Call Girls KolkataRussian Call Girls in Kolkata Samaira 🤌  8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Samaira 🤌 8250192130 🚀 Vip Call Girls Kolkataanamikaraghav4
 
Moving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providersMoving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providersDamian Radcliffe
 
₹5.5k {Cash Payment}New Friends Colony Call Girls In [Delhi NIHARIKA] 🔝|97111...
₹5.5k {Cash Payment}New Friends Colony Call Girls In [Delhi NIHARIKA] 🔝|97111...₹5.5k {Cash Payment}New Friends Colony Call Girls In [Delhi NIHARIKA] 🔝|97111...
₹5.5k {Cash Payment}New Friends Colony Call Girls In [Delhi NIHARIKA] 🔝|97111...Diya Sharma
 
Call Girls in Uttam Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Uttam Nagar Delhi 💯Call Us 🔝8264348440🔝Call Girls in Uttam Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Uttam Nagar Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Packaging the Monolith - PHP Tek 2024 (Breaking it down one bite at a time)
Packaging the Monolith - PHP Tek 2024 (Breaking it down one bite at a time)Packaging the Monolith - PHP Tek 2024 (Breaking it down one bite at a time)
Packaging the Monolith - PHP Tek 2024 (Breaking it down one bite at a time)Dana Luther
 
VIP Kolkata Call Girl Alambazar 👉 8250192130 Available With Room
VIP Kolkata Call Girl Alambazar 👉 8250192130  Available With RoomVIP Kolkata Call Girl Alambazar 👉 8250192130  Available With Room
VIP Kolkata Call Girl Alambazar 👉 8250192130 Available With Roomdivyansh0kumar0
 
Low Rate Call Girls Kolkata Avani 🤌 8250192130 🚀 Vip Call Girls Kolkata
Low Rate Call Girls Kolkata Avani 🤌  8250192130 🚀 Vip Call Girls KolkataLow Rate Call Girls Kolkata Avani 🤌  8250192130 🚀 Vip Call Girls Kolkata
Low Rate Call Girls Kolkata Avani 🤌 8250192130 🚀 Vip Call Girls Kolkataanamikaraghav4
 
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
AWS Community DAY Albertini-Ellan Cloud Security (1).pptx
AWS Community DAY Albertini-Ellan Cloud Security (1).pptxAWS Community DAY Albertini-Ellan Cloud Security (1).pptx
AWS Community DAY Albertini-Ellan Cloud Security (1).pptxellan12
 
VIP 7001035870 Find & Meet Hyderabad Call Girls LB Nagar high-profile Call Girl
VIP 7001035870 Find & Meet Hyderabad Call Girls LB Nagar high-profile Call GirlVIP 7001035870 Find & Meet Hyderabad Call Girls LB Nagar high-profile Call Girl
VIP 7001035870 Find & Meet Hyderabad Call Girls LB Nagar high-profile Call Girladitipandeya
 
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls KolkataVIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkataanamikaraghav4
 
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...Sheetaleventcompany
 

Recently uploaded (20)

Networking in the Penumbra presented by Geoff Huston at NZNOG
Networking in the Penumbra presented by Geoff Huston at NZNOGNetworking in the Penumbra presented by Geoff Huston at NZNOG
Networking in the Penumbra presented by Geoff Huston at NZNOG
 
Model Call Girl in Jamuna Vihar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in  Jamuna Vihar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in  Jamuna Vihar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Jamuna Vihar Delhi reach out to us at 🔝9953056974🔝
 
How is AI changing journalism? (v. April 2024)
How is AI changing journalism? (v. April 2024)How is AI changing journalism? (v. April 2024)
How is AI changing journalism? (v. April 2024)
 
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
 
Challengers I Told Ya ShirtChallengers I Told Ya Shirt
Challengers I Told Ya ShirtChallengers I Told Ya ShirtChallengers I Told Ya ShirtChallengers I Told Ya Shirt
Challengers I Told Ya ShirtChallengers I Told Ya Shirt
 
Russian Call Girls in Kolkata Samaira 🤌 8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Samaira 🤌  8250192130 🚀 Vip Call Girls KolkataRussian Call Girls in Kolkata Samaira 🤌  8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Samaira 🤌 8250192130 🚀 Vip Call Girls Kolkata
 
Moving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providersMoving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providers
 
Dwarka Sector 26 Call Girls | Delhi | 9999965857 🫦 Vanshika Verma More Our Se...
Dwarka Sector 26 Call Girls | Delhi | 9999965857 🫦 Vanshika Verma More Our Se...Dwarka Sector 26 Call Girls | Delhi | 9999965857 🫦 Vanshika Verma More Our Se...
Dwarka Sector 26 Call Girls | Delhi | 9999965857 🫦 Vanshika Verma More Our Se...
 
₹5.5k {Cash Payment}New Friends Colony Call Girls In [Delhi NIHARIKA] 🔝|97111...
₹5.5k {Cash Payment}New Friends Colony Call Girls In [Delhi NIHARIKA] 🔝|97111...₹5.5k {Cash Payment}New Friends Colony Call Girls In [Delhi NIHARIKA] 🔝|97111...
₹5.5k {Cash Payment}New Friends Colony Call Girls In [Delhi NIHARIKA] 🔝|97111...
 
Call Girls in Uttam Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Uttam Nagar Delhi 💯Call Us 🔝8264348440🔝Call Girls in Uttam Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Uttam Nagar Delhi 💯Call Us 🔝8264348440🔝
 
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
Packaging the Monolith - PHP Tek 2024 (Breaking it down one bite at a time)
Packaging the Monolith - PHP Tek 2024 (Breaking it down one bite at a time)Packaging the Monolith - PHP Tek 2024 (Breaking it down one bite at a time)
Packaging the Monolith - PHP Tek 2024 (Breaking it down one bite at a time)
 
VIP Kolkata Call Girl Alambazar 👉 8250192130 Available With Room
VIP Kolkata Call Girl Alambazar 👉 8250192130  Available With RoomVIP Kolkata Call Girl Alambazar 👉 8250192130  Available With Room
VIP Kolkata Call Girl Alambazar 👉 8250192130 Available With Room
 
Low Rate Call Girls Kolkata Avani 🤌 8250192130 🚀 Vip Call Girls Kolkata
Low Rate Call Girls Kolkata Avani 🤌  8250192130 🚀 Vip Call Girls KolkataLow Rate Call Girls Kolkata Avani 🤌  8250192130 🚀 Vip Call Girls Kolkata
Low Rate Call Girls Kolkata Avani 🤌 8250192130 🚀 Vip Call Girls Kolkata
 
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
 
AWS Community DAY Albertini-Ellan Cloud Security (1).pptx
AWS Community DAY Albertini-Ellan Cloud Security (1).pptxAWS Community DAY Albertini-Ellan Cloud Security (1).pptx
AWS Community DAY Albertini-Ellan Cloud Security (1).pptx
 
VIP 7001035870 Find & Meet Hyderabad Call Girls LB Nagar high-profile Call Girl
VIP 7001035870 Find & Meet Hyderabad Call Girls LB Nagar high-profile Call GirlVIP 7001035870 Find & Meet Hyderabad Call Girls LB Nagar high-profile Call Girl
VIP 7001035870 Find & Meet Hyderabad Call Girls LB Nagar high-profile Call Girl
 
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls KolkataVIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkata
 
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Saket Delhi 💯Call Us 🔝8264348440🔝
 
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
 

Illustrations of software innovation and time to business value or speed of development time or changes in data centers as compared to projected examples of moore (auto recovered)

  • 1. Illustrations of Software Innovation and Time to Business Value, Speed of Development Time, Change in Costs or Changes in Data Center Operations as Compared to Pace of Moore’s Law Improvements Robert B. Cohen, PhD, Senior Fellow, Economic Strategy Institute, August 4, 2017 . National Human Genome Research Institute’s Estimates of The Cost of Decoding based on Costs at its Human Genome Centers, as compared to Moore’s Law Price Changes Source: National Institutes of Health, National Human Genome Research Institute, “The Cost of Sequencing a Human Genome” https://www.genome.gov/sequencingcosts/
  • 2. Business Value Delivery – Software Changes from Monoliths to Functions: Log Time in Hours Shown with a Reversed Scale: Software Innovations Reduce Time 100 Times Faster Sources: Draws upon Adrian Cockcroft, "Evolution of Business Logic from Monoliths through Microservices to Functions," Cloud Guru,https://read.acloud.guru/evolution-of-business-logic-from-monoliths-through-microservices-to-functions- ff464b95a44d#.r8eel3vze and Stephen Orban, "Transitioning to DevOps and the Cloud," https://medium.com/aws-enterprise- collection/transitioning-to-devops-and-the-cloud-9488ddaf862f#.r7y6krhq5 Figure 23. Business Value Delivery – Changes in the Time to Value in Data Centers from 2000 to 2013. Source: VMware Accelerate Advisory Services, "Delivering on the Promise of the Software-Defined Data Center," VMware Accelerate Advisory Services blog, 2013. https://blogs.vmware.com/vmtn/author/aluciani/page/3 0.1 1 10 100 1000 MONOLITHS: 8 WEEKS MICROSERVICES: 2 DAYS 2ND WAVE OF DEVOPS: 3 HOURS CONTAINERS: 1 HOUR FUNCTIONS: 7.5 MINUTES 2006 2011 2014 2017 2020 Moore's Law is Dead: Hours to Create New Software in Log Scale: Software Innovation vs. Moore's Law Behavior Software Innovation Moore's Law 0.01 0.1 1 10 100 1000 10000 2000 2003 2013 Hardware Defined Data Center Virtual Machines Software Defined Data Center Moore's Law is Dead: Time to Gain Value from Data Centers over Time: Log Scale in Hours for Software Innovation and Moore's Law Comparison Software Innovation Moore's Law