SlideShare a Scribd company logo
Computing, Data, and Informatics
Working Group Charter and Roadmap
May 1, 2018
Our Vision: Data, computing, and
identity services at unlimited scale
Historical Perspective
In similarly audacious projects
(Human Genome Project,
HapMap, ENCODE, TCGA, …)
… Information technology been
a critical enabler …
… It has also been a regular
source of tension, frustration,
and unexpected expense…
A “Cray 2” supercomputer on display
at the national cryptographic
museum. This model of system were
the fastest computers in the world
until 1990. By one measure of raw
performance, the Cray 2 is
comparable to a single iPhone
2018 Enablers
Machine learning / AI
• Many real-world examples
• Domain expertise still matters
• No free lunch
Blockchain
• Enables trust without a central authority
• Most data should never be “on-chain”
• Try to see past the cryptocurrency hype
• Does not change “everything”
Devops / SRE / Agile Design
• Progress in how we build robust, scalable
digital technologies within scientific R&D
• Still challenging to get right
• Doubly so in academic environments
A 100Gb/sec uplink
connects Manhattan
institutions to a high
performance research and
engineering network.
2018 Challenge / Focus Areas
Identity and Authorization
• Need flexibility / simplicity
• Without sacrificing trust and accountability
Information security, privacy, and appropriate
usage
• Effective governance for GDPR / HIPAA /
other compliance
• Practical InfoSec
• Clear chain of custody / ownership for
commercialization
Data gravity, cloud skew
• There is no single best provider for data
storage and computing.
• Cloud providers impose both technical and
financial lock-in.
• We must plan for a multi-cloud environment.
Even in 2018, some labs
still use FedEx as a high
throughput, high latency
data transfer protocol
Working Group:
Jason Bobe Personal Genomes
Brian Bot Sage Bionetworks
Jack Collins Frederick National Laboratory
Chris Dwan* Bridgeplate
Nancy Kelley NJK Associates
Amy Schwartz NJK Associates
Nam Pho NYU Langone Health
Bruce Wilson Oak Ridge National Laboratory
*: Chairperson
Ad

More Related Content

What's hot (20)

The big story (BIG DATA)
The big story (BIG DATA)The big story (BIG DATA)
The big story (BIG DATA)
Tricon Infotech
 
Banji Adenusi - big data prezzie - InfoSci
Banji Adenusi - big data prezzie - InfoSciBanji Adenusi - big data prezzie - InfoSci
Banji Adenusi - big data prezzie - InfoSci
Banji Adenusi
 
Data science
Data scienceData science
Data science
Dr. Hemant Kumar Singh
 
Datascience
DatascienceDatascience
Datascience
Dr. Hemant Kumar Singh
 
Future challenges in computer science
Future challenges in computer scienceFuture challenges in computer science
Future challenges in computer science
Seminar Links
 
Cloud Computing, SDN, Big Data and Internet of Everything - Lew Tucker
Cloud Computing, SDN, Big Data and Internet of Everything - Lew TuckerCloud Computing, SDN, Big Data and Internet of Everything - Lew Tucker
Cloud Computing, SDN, Big Data and Internet of Everything - Lew Tucker
Lew Tucker
 
Ocean Protocol - Diffusion 2019 Workshop
Ocean Protocol - Diffusion 2019 Workshop Ocean Protocol - Diffusion 2019 Workshop
Ocean Protocol - Diffusion 2019 Workshop
Ocean Protocol
 
Big Data World Singapore 2017 - Moving Towards Digitization & Artificial Inte...
Big Data World Singapore 2017 - Moving Towards Digitization & Artificial Inte...Big Data World Singapore 2017 - Moving Towards Digitization & Artificial Inte...
Big Data World Singapore 2017 - Moving Towards Digitization & Artificial Inte...
Garrett Teoh Hor Keong
 
Beyond Online PDFs
Beyond Online PDFs Beyond Online PDFs
Beyond Online PDFs
Ocean Protocol
 
Enabling the data driven enterprise
Enabling the data driven enterpriseEnabling the data driven enterprise
Enabling the data driven enterprise
rmikkilineni
 
Big data overview external
Big data overview externalBig data overview external
Big data overview external
Brett Colbert
 
Your brain is too small to manage your business
Your brain is too small to manage your business Your brain is too small to manage your business
Your brain is too small to manage your business
Christopher Bishop
 
A Big Data Timeline
A Big Data TimelineA Big Data Timeline
A Big Data Timeline
Big Cloud
 
Semantic Computing will make the Internet of Things 2
Semantic Computing will make the Internet of Things 2Semantic Computing will make the Internet of Things 2
Semantic Computing will make the Internet of Things 2
Bob Connell
 
VMworld vBrownBag vmtn5534e - placement of iot workload operations within a c...
VMworld vBrownBag vmtn5534e - placement of iot workload operations within a c...VMworld vBrownBag vmtn5534e - placement of iot workload operations within a c...
VMworld vBrownBag vmtn5534e - placement of iot workload operations within a c...
Kenneth Moore
 
Data science and Artificial Intelligence
Data science and Artificial IntelligenceData science and Artificial Intelligence
Data science and Artificial Intelligence
Suman Srinivasan
 
AI & Blockchain: An Introduction
AI & Blockchain: An IntroductionAI & Blockchain: An Introduction
AI & Blockchain: An Introduction
Matt Turck
 
Open Data Open Innovation and The Cloud gayler berlin nov12
Open Data Open Innovation and The Cloud   gayler berlin nov12Open Data Open Innovation and The Cloud   gayler berlin nov12
Open Data Open Innovation and The Cloud gayler berlin nov12
Mark Gayler
 
FIWARE Global Summit - Big Data and Machine Learning with FIWARE
FIWARE Global Summit - Big Data and Machine Learning with FIWAREFIWARE Global Summit - Big Data and Machine Learning with FIWARE
FIWARE Global Summit - Big Data and Machine Learning with FIWARE
FIWARE
 
Fireworks Factory Galiano Island June 2013
Fireworks Factory Galiano Island June 2013Fireworks Factory Galiano Island June 2013
Fireworks Factory Galiano Island June 2013
NoraYoung
 
Banji Adenusi - big data prezzie - InfoSci
Banji Adenusi - big data prezzie - InfoSciBanji Adenusi - big data prezzie - InfoSci
Banji Adenusi - big data prezzie - InfoSci
Banji Adenusi
 
Future challenges in computer science
Future challenges in computer scienceFuture challenges in computer science
Future challenges in computer science
Seminar Links
 
Cloud Computing, SDN, Big Data and Internet of Everything - Lew Tucker
Cloud Computing, SDN, Big Data and Internet of Everything - Lew TuckerCloud Computing, SDN, Big Data and Internet of Everything - Lew Tucker
Cloud Computing, SDN, Big Data and Internet of Everything - Lew Tucker
Lew Tucker
 
Ocean Protocol - Diffusion 2019 Workshop
Ocean Protocol - Diffusion 2019 Workshop Ocean Protocol - Diffusion 2019 Workshop
Ocean Protocol - Diffusion 2019 Workshop
Ocean Protocol
 
Big Data World Singapore 2017 - Moving Towards Digitization & Artificial Inte...
Big Data World Singapore 2017 - Moving Towards Digitization & Artificial Inte...Big Data World Singapore 2017 - Moving Towards Digitization & Artificial Inte...
Big Data World Singapore 2017 - Moving Towards Digitization & Artificial Inte...
Garrett Teoh Hor Keong
 
Enabling the data driven enterprise
Enabling the data driven enterpriseEnabling the data driven enterprise
Enabling the data driven enterprise
rmikkilineni
 
Big data overview external
Big data overview externalBig data overview external
Big data overview external
Brett Colbert
 
Your brain is too small to manage your business
Your brain is too small to manage your business Your brain is too small to manage your business
Your brain is too small to manage your business
Christopher Bishop
 
A Big Data Timeline
A Big Data TimelineA Big Data Timeline
A Big Data Timeline
Big Cloud
 
Semantic Computing will make the Internet of Things 2
Semantic Computing will make the Internet of Things 2Semantic Computing will make the Internet of Things 2
Semantic Computing will make the Internet of Things 2
Bob Connell
 
VMworld vBrownBag vmtn5534e - placement of iot workload operations within a c...
VMworld vBrownBag vmtn5534e - placement of iot workload operations within a c...VMworld vBrownBag vmtn5534e - placement of iot workload operations within a c...
VMworld vBrownBag vmtn5534e - placement of iot workload operations within a c...
Kenneth Moore
 
Data science and Artificial Intelligence
Data science and Artificial IntelligenceData science and Artificial Intelligence
Data science and Artificial Intelligence
Suman Srinivasan
 
AI & Blockchain: An Introduction
AI & Blockchain: An IntroductionAI & Blockchain: An Introduction
AI & Blockchain: An Introduction
Matt Turck
 
Open Data Open Innovation and The Cloud gayler berlin nov12
Open Data Open Innovation and The Cloud   gayler berlin nov12Open Data Open Innovation and The Cloud   gayler berlin nov12
Open Data Open Innovation and The Cloud gayler berlin nov12
Mark Gayler
 
FIWARE Global Summit - Big Data and Machine Learning with FIWARE
FIWARE Global Summit - Big Data and Machine Learning with FIWAREFIWARE Global Summit - Big Data and Machine Learning with FIWARE
FIWARE Global Summit - Big Data and Machine Learning with FIWARE
FIWARE
 
Fireworks Factory Galiano Island June 2013
Fireworks Factory Galiano Island June 2013Fireworks Factory Galiano Island June 2013
Fireworks Factory Galiano Island June 2013
NoraYoung
 

Similar to GP-Write computing group (20)

Sweden future of ai 20180921 v7
Sweden future of ai 20180921 v7Sweden future of ai 20180921 v7
Sweden future of ai 20180921 v7
home
 
Enabling the data driven enterprise
Enabling the data driven enterpriseEnabling the data driven enterprise
Enabling the data driven enterprise
rmikkilineni
 
Algorithm Marketplace and the new "Algorithm Economy"
Algorithm Marketplace and the new "Algorithm Economy"Algorithm Marketplace and the new "Algorithm Economy"
Algorithm Marketplace and the new "Algorithm Economy"
Diego Oppenheimer
 
Big Data et eGovernment
Big Data et eGovernmentBig Data et eGovernment
Big Data et eGovernment
eGov Innovation Center
 
Future (ICT) Technologies
Future (ICT) TechnologiesFuture (ICT) Technologies
Future (ICT) Technologies
Leo Gaggl
 
icon-aiincs-obusolini201809131800-190310184140.pptx
icon-aiincs-obusolini201809131800-190310184140.pptxicon-aiincs-obusolini201809131800-190310184140.pptx
icon-aiincs-obusolini201809131800-190310184140.pptx
yugandharadahiphale2
 
icon-aiincs-obusolini201809131800-190310184140.pptx
icon-aiincs-obusolini201809131800-190310184140.pptxicon-aiincs-obusolini201809131800-190310184140.pptx
icon-aiincs-obusolini201809131800-190310184140.pptx
yugandharadahiphale2
 
Problem Definition muAoPS | Analytics Problem Solving | Mu Sigma
Problem Definition muAoPS | Analytics Problem Solving | Mu SigmaProblem Definition muAoPS | Analytics Problem Solving | Mu Sigma
Problem Definition muAoPS | Analytics Problem Solving | Mu Sigma
n40077943
 
Enabling the data driven enterprise v3a
Enabling the data driven enterprise v3aEnabling the data driven enterprise v3a
Enabling the data driven enterprise v3a
rmikkilineni
 
AI-Driven Science and Engineering with the Global AI and Modeling Supercomput...
AI-Driven Science and Engineering with the Global AI and Modeling Supercomput...AI-Driven Science and Engineering with the Global AI and Modeling Supercomput...
AI-Driven Science and Engineering with the Global AI and Modeling Supercomput...
Geoffrey Fox
 
Panos M from Talent Protocol - Presentation to School 16years old Pupils - Ab...
Panos M from Talent Protocol - Presentation to School 16years old Pupils - Ab...Panos M from Talent Protocol - Presentation to School 16years old Pupils - Ab...
Panos M from Talent Protocol - Presentation to School 16years old Pupils - Ab...
PanayotisMatsinopoul
 
DevOps for Data Engineers - Automate Your Data Science Pipeline with Ansible,...
DevOps for Data Engineers - Automate Your Data Science Pipeline with Ansible,...DevOps for Data Engineers - Automate Your Data Science Pipeline with Ansible,...
DevOps for Data Engineers - Automate Your Data Science Pipeline with Ansible,...
Mihai Criveti
 
BIGDATAPrepared ByMuhammad Abrar UddinIntrodu.docx
BIGDATAPrepared ByMuhammad Abrar UddinIntrodu.docxBIGDATAPrepared ByMuhammad Abrar UddinIntrodu.docx
BIGDATAPrepared ByMuhammad Abrar UddinIntrodu.docx
tangyechloe
 
GK NU CS 101 Session 1B (1).ppt
GK NU CS 101 Session 1B (1).pptGK NU CS 101 Session 1B (1).ppt
GK NU CS 101 Session 1B (1).ppt
PiyushRanjan269184
 
Artificial Intelligence and Cybersecurity
Artificial Intelligence and CybersecurityArtificial Intelligence and Cybersecurity
Artificial Intelligence and Cybersecurity
Olivier Busolini
 
Introduction to big data
Introduction to big dataIntroduction to big data
Introduction to big data
partagetransparents
 
5. big data vs it stki - pini cohen
5. big data vs  it    stki - pini cohen5. big data vs  it    stki - pini cohen
5. big data vs it stki - pini cohen
Taldor Group
 
Leveraging IOT and Latest Technologies
Leveraging IOT and Latest TechnologiesLeveraging IOT and Latest Technologies
Leveraging IOT and Latest Technologies
Mithileysh Sathiyanarayanan
 
Decentralized AI Draper
Decentralized AI   DraperDecentralized AI   Draper
Decentralized AI Draper
geetachauhan
 
Blockchain for industry 4.0 HMI 2018
Blockchain for industry 4.0 HMI 2018Blockchain for industry 4.0 HMI 2018
Blockchain for industry 4.0 HMI 2018
Mark Mueller-Eberstein
 
Sweden future of ai 20180921 v7
Sweden future of ai 20180921 v7Sweden future of ai 20180921 v7
Sweden future of ai 20180921 v7
home
 
Enabling the data driven enterprise
Enabling the data driven enterpriseEnabling the data driven enterprise
Enabling the data driven enterprise
rmikkilineni
 
Algorithm Marketplace and the new "Algorithm Economy"
Algorithm Marketplace and the new "Algorithm Economy"Algorithm Marketplace and the new "Algorithm Economy"
Algorithm Marketplace and the new "Algorithm Economy"
Diego Oppenheimer
 
Future (ICT) Technologies
Future (ICT) TechnologiesFuture (ICT) Technologies
Future (ICT) Technologies
Leo Gaggl
 
icon-aiincs-obusolini201809131800-190310184140.pptx
icon-aiincs-obusolini201809131800-190310184140.pptxicon-aiincs-obusolini201809131800-190310184140.pptx
icon-aiincs-obusolini201809131800-190310184140.pptx
yugandharadahiphale2
 
icon-aiincs-obusolini201809131800-190310184140.pptx
icon-aiincs-obusolini201809131800-190310184140.pptxicon-aiincs-obusolini201809131800-190310184140.pptx
icon-aiincs-obusolini201809131800-190310184140.pptx
yugandharadahiphale2
 
Problem Definition muAoPS | Analytics Problem Solving | Mu Sigma
Problem Definition muAoPS | Analytics Problem Solving | Mu SigmaProblem Definition muAoPS | Analytics Problem Solving | Mu Sigma
Problem Definition muAoPS | Analytics Problem Solving | Mu Sigma
n40077943
 
Enabling the data driven enterprise v3a
Enabling the data driven enterprise v3aEnabling the data driven enterprise v3a
Enabling the data driven enterprise v3a
rmikkilineni
 
AI-Driven Science and Engineering with the Global AI and Modeling Supercomput...
AI-Driven Science and Engineering with the Global AI and Modeling Supercomput...AI-Driven Science and Engineering with the Global AI and Modeling Supercomput...
AI-Driven Science and Engineering with the Global AI and Modeling Supercomput...
Geoffrey Fox
 
Panos M from Talent Protocol - Presentation to School 16years old Pupils - Ab...
Panos M from Talent Protocol - Presentation to School 16years old Pupils - Ab...Panos M from Talent Protocol - Presentation to School 16years old Pupils - Ab...
Panos M from Talent Protocol - Presentation to School 16years old Pupils - Ab...
PanayotisMatsinopoul
 
DevOps for Data Engineers - Automate Your Data Science Pipeline with Ansible,...
DevOps for Data Engineers - Automate Your Data Science Pipeline with Ansible,...DevOps for Data Engineers - Automate Your Data Science Pipeline with Ansible,...
DevOps for Data Engineers - Automate Your Data Science Pipeline with Ansible,...
Mihai Criveti
 
BIGDATAPrepared ByMuhammad Abrar UddinIntrodu.docx
BIGDATAPrepared ByMuhammad Abrar UddinIntrodu.docxBIGDATAPrepared ByMuhammad Abrar UddinIntrodu.docx
BIGDATAPrepared ByMuhammad Abrar UddinIntrodu.docx
tangyechloe
 
GK NU CS 101 Session 1B (1).ppt
GK NU CS 101 Session 1B (1).pptGK NU CS 101 Session 1B (1).ppt
GK NU CS 101 Session 1B (1).ppt
PiyushRanjan269184
 
Artificial Intelligence and Cybersecurity
Artificial Intelligence and CybersecurityArtificial Intelligence and Cybersecurity
Artificial Intelligence and Cybersecurity
Olivier Busolini
 
5. big data vs it stki - pini cohen
5. big data vs  it    stki - pini cohen5. big data vs  it    stki - pini cohen
5. big data vs it stki - pini cohen
Taldor Group
 
Decentralized AI Draper
Decentralized AI   DraperDecentralized AI   Draper
Decentralized AI Draper
geetachauhan
 
Ad

More from Chris Dwan (20)

Data and Computing Infrastructure for the Life Sciences
Data and Computing Infrastructure for the Life SciencesData and Computing Infrastructure for the Life Sciences
Data and Computing Infrastructure for the Life Sciences
Chris Dwan
 
Somerville Police Staffing Final Report.pdf
Somerville Police Staffing Final Report.pdfSomerville Police Staffing Final Report.pdf
Somerville Police Staffing Final Report.pdf
Chris Dwan
 
2023 Ward 2 community meeting.pdf
2023 Ward 2 community meeting.pdf2023 Ward 2 community meeting.pdf
2023 Ward 2 community meeting.pdf
Chris Dwan
 
One Size Does Not Fit All
One Size Does Not Fit AllOne Size Does Not Fit All
One Size Does Not Fit All
Chris Dwan
 
Somerville FY23 Proposed Budget
Somerville FY23 Proposed BudgetSomerville FY23 Proposed Budget
Somerville FY23 Proposed Budget
Chris Dwan
 
Production Bioinformatics, emphasis on Production
Production Bioinformatics, emphasis on ProductionProduction Bioinformatics, emphasis on Production
Production Bioinformatics, emphasis on Production
Chris Dwan
 
#Defund thepolice
#Defund thepolice#Defund thepolice
#Defund thepolice
Chris Dwan
 
2009 cluster user training
2009 cluster user training2009 cluster user training
2009 cluster user training
Chris Dwan
 
No Free Lunch: Metadata in the life sciences
No Free Lunch:  Metadata in the life sciencesNo Free Lunch:  Metadata in the life sciences
No Free Lunch: Metadata in the life sciences
Chris Dwan
 
Somerville ufc memo tree hearing
Somerville ufc memo   tree hearingSomerville ufc memo   tree hearing
Somerville ufc memo tree hearing
Chris Dwan
 
2011 career-fair
2011 career-fair2011 career-fair
2011 career-fair
Chris Dwan
 
Advocacy in the Enterprise (what works, what doesn't)
Advocacy in the Enterprise (what works, what doesn't)Advocacy in the Enterprise (what works, what doesn't)
Advocacy in the Enterprise (what works, what doesn't)
Chris Dwan
 
"The Cutting Edge Can Hurt You"
"The Cutting Edge Can Hurt You""The Cutting Edge Can Hurt You"
"The Cutting Edge Can Hurt You"
Chris Dwan
 
Introduction to HPC
Introduction to HPCIntroduction to HPC
Introduction to HPC
Chris Dwan
 
Intro bioinformatics
Intro bioinformaticsIntro bioinformatics
Intro bioinformatics
Chris Dwan
 
Proposed tree protection ordinance
Proposed tree protection ordinanceProposed tree protection ordinance
Proposed tree protection ordinance
Chris Dwan
 
Tree Ordinance Change Matrix
Tree Ordinance Change MatrixTree Ordinance Change Matrix
Tree Ordinance Change Matrix
Chris Dwan
 
Tree protection overhaul
Tree protection overhaulTree protection overhaul
Tree protection overhaul
Chris Dwan
 
Response from newport
Response from newportResponse from newport
Response from newport
Chris Dwan
 
Sacramento underpass bid_docs
Sacramento underpass bid_docsSacramento underpass bid_docs
Sacramento underpass bid_docs
Chris Dwan
 
Data and Computing Infrastructure for the Life Sciences
Data and Computing Infrastructure for the Life SciencesData and Computing Infrastructure for the Life Sciences
Data and Computing Infrastructure for the Life Sciences
Chris Dwan
 
Somerville Police Staffing Final Report.pdf
Somerville Police Staffing Final Report.pdfSomerville Police Staffing Final Report.pdf
Somerville Police Staffing Final Report.pdf
Chris Dwan
 
2023 Ward 2 community meeting.pdf
2023 Ward 2 community meeting.pdf2023 Ward 2 community meeting.pdf
2023 Ward 2 community meeting.pdf
Chris Dwan
 
One Size Does Not Fit All
One Size Does Not Fit AllOne Size Does Not Fit All
One Size Does Not Fit All
Chris Dwan
 
Somerville FY23 Proposed Budget
Somerville FY23 Proposed BudgetSomerville FY23 Proposed Budget
Somerville FY23 Proposed Budget
Chris Dwan
 
Production Bioinformatics, emphasis on Production
Production Bioinformatics, emphasis on ProductionProduction Bioinformatics, emphasis on Production
Production Bioinformatics, emphasis on Production
Chris Dwan
 
#Defund thepolice
#Defund thepolice#Defund thepolice
#Defund thepolice
Chris Dwan
 
2009 cluster user training
2009 cluster user training2009 cluster user training
2009 cluster user training
Chris Dwan
 
No Free Lunch: Metadata in the life sciences
No Free Lunch:  Metadata in the life sciencesNo Free Lunch:  Metadata in the life sciences
No Free Lunch: Metadata in the life sciences
Chris Dwan
 
Somerville ufc memo tree hearing
Somerville ufc memo   tree hearingSomerville ufc memo   tree hearing
Somerville ufc memo tree hearing
Chris Dwan
 
2011 career-fair
2011 career-fair2011 career-fair
2011 career-fair
Chris Dwan
 
Advocacy in the Enterprise (what works, what doesn't)
Advocacy in the Enterprise (what works, what doesn't)Advocacy in the Enterprise (what works, what doesn't)
Advocacy in the Enterprise (what works, what doesn't)
Chris Dwan
 
"The Cutting Edge Can Hurt You"
"The Cutting Edge Can Hurt You""The Cutting Edge Can Hurt You"
"The Cutting Edge Can Hurt You"
Chris Dwan
 
Introduction to HPC
Introduction to HPCIntroduction to HPC
Introduction to HPC
Chris Dwan
 
Intro bioinformatics
Intro bioinformaticsIntro bioinformatics
Intro bioinformatics
Chris Dwan
 
Proposed tree protection ordinance
Proposed tree protection ordinanceProposed tree protection ordinance
Proposed tree protection ordinance
Chris Dwan
 
Tree Ordinance Change Matrix
Tree Ordinance Change MatrixTree Ordinance Change Matrix
Tree Ordinance Change Matrix
Chris Dwan
 
Tree protection overhaul
Tree protection overhaulTree protection overhaul
Tree protection overhaul
Chris Dwan
 
Response from newport
Response from newportResponse from newport
Response from newport
Chris Dwan
 
Sacramento underpass bid_docs
Sacramento underpass bid_docsSacramento underpass bid_docs
Sacramento underpass bid_docs
Chris Dwan
 
Ad

Recently uploaded (20)

Micro-grooved zein macro-whiskers for large-scale proliferation and different...
Micro-grooved zein macro-whiskers for large-scale proliferation and different...Micro-grooved zein macro-whiskers for large-scale proliferation and different...
Micro-grooved zein macro-whiskers for large-scale proliferation and different...
mdokmeci
 
ART.pdf. Agin Tom, clinical Psychology, Prajyoti Niketan College
ART.pdf. Agin Tom, clinical Psychology, Prajyoti Niketan CollegeART.pdf. Agin Tom, clinical Psychology, Prajyoti Niketan College
ART.pdf. Agin Tom, clinical Psychology, Prajyoti Niketan College
Agin Tom
 
physics of renewable energy sources .pptx
physics of renewable energy sources  .pptxphysics of renewable energy sources  .pptx
physics of renewable energy sources .pptx
zaramunir6
 
Seismic evidence of liquid water at the base of Mars' upper crust
Seismic evidence of liquid water at the base of Mars' upper crustSeismic evidence of liquid water at the base of Mars' upper crust
Seismic evidence of liquid water at the base of Mars' upper crust
Sérgio Sacani
 
8. Gait cycle and it's determinants completely
8. Gait cycle and it's determinants completely8. Gait cycle and it's determinants completely
8. Gait cycle and it's determinants completely
Mominaakram4
 
AP 2024 Unit 1 Updated Chemistry of Life
AP 2024 Unit 1 Updated Chemistry of LifeAP 2024 Unit 1 Updated Chemistry of Life
AP 2024 Unit 1 Updated Chemistry of Life
mseileenlinden
 
Anthelmintics Medicinal Chemistry III PPT
Anthelmintics Medicinal Chemistry III PPTAnthelmintics Medicinal Chemistry III PPT
Anthelmintics Medicinal Chemistry III PPT
HRUTUJA WAGH
 
Freud e sua Historia na Psicanalise Psic
Freud e sua Historia na Psicanalise PsicFreud e sua Historia na Psicanalise Psic
Freud e sua Historia na Psicanalise Psic
StefannyGoffi1
 
Chaos and Psychology: Modeling the Human Mind through Nonlinear Dynamical Sys...
Chaos and Psychology: Modeling the Human Mind through Nonlinear Dynamical Sys...Chaos and Psychology: Modeling the Human Mind through Nonlinear Dynamical Sys...
Chaos and Psychology: Modeling the Human Mind through Nonlinear Dynamical Sys...
Helena Celeste Mata Rico
 
Cordaitales - Yudhvir Singh Checked[1].pptx gymnosperms
Cordaitales - Yudhvir Singh Checked[1].pptx gymnospermsCordaitales - Yudhvir Singh Checked[1].pptx gymnosperms
Cordaitales - Yudhvir Singh Checked[1].pptx gymnosperms
ReetikaMakkar
 
Components of the Human Circulatory System.pptx
Components of the Human  Circulatory System.pptxComponents of the Human  Circulatory System.pptx
Components of the Human Circulatory System.pptx
autumnstreaks
 
Biochemistry Lesson_Molecular Polarity.ppt
Biochemistry Lesson_Molecular Polarity.pptBiochemistry Lesson_Molecular Polarity.ppt
Biochemistry Lesson_Molecular Polarity.ppt
ErPri1
 
Antimalarial drug Medicinal Chemistry III
Antimalarial drug Medicinal Chemistry IIIAntimalarial drug Medicinal Chemistry III
Antimalarial drug Medicinal Chemistry III
HRUTUJA WAGH
 
Transgenic Mice in Cancer Research - Creative Biolabs
Transgenic Mice in Cancer Research - Creative BiolabsTransgenic Mice in Cancer Research - Creative Biolabs
Transgenic Mice in Cancer Research - Creative Biolabs
Creative-Biolabs
 
Meiosis Notes Slides biology powerpoint.pptx
Meiosis Notes Slides biology powerpoint.pptxMeiosis Notes Slides biology powerpoint.pptx
Meiosis Notes Slides biology powerpoint.pptx
sbates3
 
Brief Presentation on Garment Washing.pdf
Brief Presentation on Garment Washing.pdfBrief Presentation on Garment Washing.pdf
Brief Presentation on Garment Washing.pdf
BharathKumar556689
 
External Application in Homoeopathy- Definition,Scope and Types.
External Application  in Homoeopathy- Definition,Scope and Types.External Application  in Homoeopathy- Definition,Scope and Types.
External Application in Homoeopathy- Definition,Scope and Types.
AdharshnaPatrick
 
Anti fungal agents Medicinal Chemistry III
Anti fungal agents Medicinal Chemistry  IIIAnti fungal agents Medicinal Chemistry  III
Anti fungal agents Medicinal Chemistry III
HRUTUJA WAGH
 
Preparation of Experimental Animals.pptx
Preparation of Experimental Animals.pptxPreparation of Experimental Animals.pptx
Preparation of Experimental Animals.pptx
klynct
 
university of arizona ~ favor's college candidate project.pptx
university of arizona ~ favor's college candidate project.pptxuniversity of arizona ~ favor's college candidate project.pptx
university of arizona ~ favor's college candidate project.pptx
favoranamelechi107
 
Micro-grooved zein macro-whiskers for large-scale proliferation and different...
Micro-grooved zein macro-whiskers for large-scale proliferation and different...Micro-grooved zein macro-whiskers for large-scale proliferation and different...
Micro-grooved zein macro-whiskers for large-scale proliferation and different...
mdokmeci
 
ART.pdf. Agin Tom, clinical Psychology, Prajyoti Niketan College
ART.pdf. Agin Tom, clinical Psychology, Prajyoti Niketan CollegeART.pdf. Agin Tom, clinical Psychology, Prajyoti Niketan College
ART.pdf. Agin Tom, clinical Psychology, Prajyoti Niketan College
Agin Tom
 
physics of renewable energy sources .pptx
physics of renewable energy sources  .pptxphysics of renewable energy sources  .pptx
physics of renewable energy sources .pptx
zaramunir6
 
Seismic evidence of liquid water at the base of Mars' upper crust
Seismic evidence of liquid water at the base of Mars' upper crustSeismic evidence of liquid water at the base of Mars' upper crust
Seismic evidence of liquid water at the base of Mars' upper crust
Sérgio Sacani
 
8. Gait cycle and it's determinants completely
8. Gait cycle and it's determinants completely8. Gait cycle and it's determinants completely
8. Gait cycle and it's determinants completely
Mominaakram4
 
AP 2024 Unit 1 Updated Chemistry of Life
AP 2024 Unit 1 Updated Chemistry of LifeAP 2024 Unit 1 Updated Chemistry of Life
AP 2024 Unit 1 Updated Chemistry of Life
mseileenlinden
 
Anthelmintics Medicinal Chemistry III PPT
Anthelmintics Medicinal Chemistry III PPTAnthelmintics Medicinal Chemistry III PPT
Anthelmintics Medicinal Chemistry III PPT
HRUTUJA WAGH
 
Freud e sua Historia na Psicanalise Psic
Freud e sua Historia na Psicanalise PsicFreud e sua Historia na Psicanalise Psic
Freud e sua Historia na Psicanalise Psic
StefannyGoffi1
 
Chaos and Psychology: Modeling the Human Mind through Nonlinear Dynamical Sys...
Chaos and Psychology: Modeling the Human Mind through Nonlinear Dynamical Sys...Chaos and Psychology: Modeling the Human Mind through Nonlinear Dynamical Sys...
Chaos and Psychology: Modeling the Human Mind through Nonlinear Dynamical Sys...
Helena Celeste Mata Rico
 
Cordaitales - Yudhvir Singh Checked[1].pptx gymnosperms
Cordaitales - Yudhvir Singh Checked[1].pptx gymnospermsCordaitales - Yudhvir Singh Checked[1].pptx gymnosperms
Cordaitales - Yudhvir Singh Checked[1].pptx gymnosperms
ReetikaMakkar
 
Components of the Human Circulatory System.pptx
Components of the Human  Circulatory System.pptxComponents of the Human  Circulatory System.pptx
Components of the Human Circulatory System.pptx
autumnstreaks
 
Biochemistry Lesson_Molecular Polarity.ppt
Biochemistry Lesson_Molecular Polarity.pptBiochemistry Lesson_Molecular Polarity.ppt
Biochemistry Lesson_Molecular Polarity.ppt
ErPri1
 
Antimalarial drug Medicinal Chemistry III
Antimalarial drug Medicinal Chemistry IIIAntimalarial drug Medicinal Chemistry III
Antimalarial drug Medicinal Chemistry III
HRUTUJA WAGH
 
Transgenic Mice in Cancer Research - Creative Biolabs
Transgenic Mice in Cancer Research - Creative BiolabsTransgenic Mice in Cancer Research - Creative Biolabs
Transgenic Mice in Cancer Research - Creative Biolabs
Creative-Biolabs
 
Meiosis Notes Slides biology powerpoint.pptx
Meiosis Notes Slides biology powerpoint.pptxMeiosis Notes Slides biology powerpoint.pptx
Meiosis Notes Slides biology powerpoint.pptx
sbates3
 
Brief Presentation on Garment Washing.pdf
Brief Presentation on Garment Washing.pdfBrief Presentation on Garment Washing.pdf
Brief Presentation on Garment Washing.pdf
BharathKumar556689
 
External Application in Homoeopathy- Definition,Scope and Types.
External Application  in Homoeopathy- Definition,Scope and Types.External Application  in Homoeopathy- Definition,Scope and Types.
External Application in Homoeopathy- Definition,Scope and Types.
AdharshnaPatrick
 
Anti fungal agents Medicinal Chemistry III
Anti fungal agents Medicinal Chemistry  IIIAnti fungal agents Medicinal Chemistry  III
Anti fungal agents Medicinal Chemistry III
HRUTUJA WAGH
 
Preparation of Experimental Animals.pptx
Preparation of Experimental Animals.pptxPreparation of Experimental Animals.pptx
Preparation of Experimental Animals.pptx
klynct
 
university of arizona ~ favor's college candidate project.pptx
university of arizona ~ favor's college candidate project.pptxuniversity of arizona ~ favor's college candidate project.pptx
university of arizona ~ favor's college candidate project.pptx
favoranamelechi107
 

GP-Write computing group

  • 1. Computing, Data, and Informatics Working Group Charter and Roadmap May 1, 2018
  • 2. Our Vision: Data, computing, and identity services at unlimited scale
  • 3. Historical Perspective In similarly audacious projects (Human Genome Project, HapMap, ENCODE, TCGA, …) … Information technology been a critical enabler … … It has also been a regular source of tension, frustration, and unexpected expense… A “Cray 2” supercomputer on display at the national cryptographic museum. This model of system were the fastest computers in the world until 1990. By one measure of raw performance, the Cray 2 is comparable to a single iPhone
  • 4. 2018 Enablers Machine learning / AI • Many real-world examples • Domain expertise still matters • No free lunch Blockchain • Enables trust without a central authority • Most data should never be “on-chain” • Try to see past the cryptocurrency hype • Does not change “everything” Devops / SRE / Agile Design • Progress in how we build robust, scalable digital technologies within scientific R&D • Still challenging to get right • Doubly so in academic environments A 100Gb/sec uplink connects Manhattan institutions to a high performance research and engineering network.
  • 5. 2018 Challenge / Focus Areas Identity and Authorization • Need flexibility / simplicity • Without sacrificing trust and accountability Information security, privacy, and appropriate usage • Effective governance for GDPR / HIPAA / other compliance • Practical InfoSec • Clear chain of custody / ownership for commercialization Data gravity, cloud skew • There is no single best provider for data storage and computing. • Cloud providers impose both technical and financial lock-in. • We must plan for a multi-cloud environment. Even in 2018, some labs still use FedEx as a high throughput, high latency data transfer protocol
  • 6. Working Group: Jason Bobe Personal Genomes Brian Bot Sage Bionetworks Jack Collins Frederick National Laboratory Chris Dwan* Bridgeplate Nancy Kelley NJK Associates Amy Schwartz NJK Associates Nam Pho NYU Langone Health Bruce Wilson Oak Ridge National Laboratory *: Chairperson
  翻译: