SlideShare una empresa de Scribd logo
1 de 31
Pacific Wave and PRP Update
Big News for Big Data
David Reese
Dr. Larry Smarr
CENIC ANNUAL CONFERENCE 2016
Pacific Wave
International Exchange
A project of CENIC and PNWGP
David Reese
Managing Director
w w w . p n w - g i g a p o p . n e t
Pacific Wave
• Began as first geographically distributed exchange in
2004
• Pacific Wave is an open exchange supporting both
commercial and R&E peers
• Currently serves 29 countries peering across the Pacific
and Western United States
• With PNWGP and TransPac, announced the first
100Gbps Trans-Pacific link from Tokyo to Seattle in
2015
Pacific Wave Exchange Map
R&E Exchanges within R&E
• Pacific Wave (Western US)
– CENIC and PNWGP
• StarLight (Chicago, IL)
– StarLight Consortium/MREN
• MANLAN (New York, NY)
– NYSERnet
• WIX (Washington, DC)
– University of Maryland/MAX GigaPOP
• AmLight (Miami, Florida)
– Florida International University/Florida LambdaRail
National/Global Activities
• NSF provides support of the R&E exchange points
through the competitive IRNC (International Research
Network Connections) program with funding for
backbone, infrastructure and innovation
• The Global Lambda Integrated Facility
– The GLIF brings together some of the world’s premier
networking engineers who are working together to
develop and international infrastructure
GLIF/GOLE
Pacific Wave and NSF/IRNC
• Pacific Wave has been partially supported
through three separate five-year National
Science Foundation grants supporting growth,
connectivity and innovation
• Current award promotes 100G expansion and
implementation of SDX capabilities within
Pacific Wave (ACI-1451050)
SDX = SDN + IXP
9
AS A Router
AS C Router
AS B Router
BGP Session
SDN Switch
SDX Controller
SDX
Pacific Wave
and WRN
• Pacific Wave and the Western Region Network provide
for a 100Gbps network spanning the Western United
States serving PNWGP, CENIC, FRGP, ABQGP and UH.
• Pacific Wave and NSF IRNC awardee PIREN (Univ of
Hawaii) work together supporting AARNet links to
California and Washington and expansion of high-
speed service through the Pacific Islands Region
w w w . p n w - g i g a p o p . n e t
Pacific Wave and Collaboration
• Pacific Wave and StarLight are working
together on the SDX implementation to
provide seamless cross-domain support for
participants of both exchanges.
• Have direct interconnectivity between the
exchanges with 2 100G links between Seattle-
Chicago and Denver-Chicago
Nx100G Across the Pacific
• CURRENT:
– TransPac/Pacific Wave (Tokyo-Seattle)
– SINGAREN/Internet2 (Singapore-Los Angeles)
– SINET/SoftBank/Pacific Wave (Tokyo-Los Angeles)
• FUTURE:
– AARNET/PIREN/Pacific Wave (Australia-LA)
– AARNET/PIREN/Pacific Wave (Australia-SEA)
– UH/PIREN/Pacific Wave (Guam-Hawaii-LA)
The Pacific Research Platform (PRP)
• NSF CC-NIE and similar projects represent significant investments in
campus infrastructure including SDN, DMZ’s (~130 projects)
• But the scientists are still struggling with the complexity of using the
network and interoperability between different implementations of
DMZ’s
• PRP focuses on enabling the science communities to make effective use
of the high performance infrastructure that is available.
• The idea was hatched in December 2014 – take advantages of the
infrastructure, including a PERFSONAR grid for measurement.
• And DTN’s and common software suite to demonstrate a proof of
concept for the PRP
• Demonstrated at the CENIC Spring meeting (March 2015)
CENIC/PRP Backbone Sets Stage for 2016 Wireless Expansion
of HPWREN into Orange and Riverside Counties
• CENIC/PRP Will Connect
UCSD and SDSU
– Data Redundancy
– Disaster Recovery
– High Availability
• CENIC Extension to UCI & UCR
– Data Replication Sites
UCR
UCI
UCSD
SDSU
Source: Frank Vernon,
Greg Hidley, UCSD
“Pacific Wave & Pacific Research Platform Update:
Big News for Big Data”
Invited Presentation with David Reese
Annual CENIC Conference 2016
UC Davis
March 21, 2016
Dr. Larry Smarr
Director, California Institute for Telecommunications and Information Technology
Harry E. Gruber Professor,
Dept. of Computer Science and Engineering
Jacobs School of Engineering, UCSD
http://lsmarr.calit2.net
16
For Big Data Science, One Needs Bandwidths Orders of Magnitude Higher
Than the Shared Internet
Bandwidth from My Office in Calit2’s
Qualcomm Institute
Bandwidth On the Pacific
Research Platform:
500 Times the Bandwidth of the Shared Internet!
How Prism@UCSD Transforms Big Data Microbiome Science:
Preparing for Knight/Smarr 1 Million Core-Hour Analysis
12 Cores/GPU
128 GB RAM
3.5 TB SSD
48TB Disk
10Gbps NIC
Knight Lab
10Gbps
Gordon
Prism@UCSD
Data Oasis
7.5PB,
200GB/s
Knight 1024 Cluster
In SDSC Co-Lo
CHERuB
100Gbps
Emperor & Other Vis Tools
64Mpixel Data Analysis Wall
120Gbps
40Gbps
1.3Tbps
Next Step: The Pacific Research Platform Creates
a Regional End-to-End Science-Driven “Big Data Freeway System”
NSF CC*DNI Grant
$5M 10/2015-10/2020
PI: Larry Smarr, UC San Diego Calit2
Co-Pis:
• Camille Crittenden, UC Berkeley CITRIS,
• Tom DeFanti, UC San Diego Calit2,
• Philip Papadopoulos, UC San Diego SDSC,
• Frank Wuerthwein, UC San Diego Physics and
SDSC
Dan Cayan
USGS Water Resources Discipline
Scripps Institution of Oceanography, UC San Diego
much support from Mary Tyree, Mike Dettinger, Guido Franco and other colleagues
NCAR Upgrading to 10Gbps Link from Wyoming and Boulder to CENIC/PRP
Sponsors:
California Energy Commission
NOAA RISA program
California DWR, DOE, NSF
Planning for climate change in California
substantial shifts on top of already high climate variability
UCSD Campus Climate Researchers Need to Download
Results from NCAR Remote Supercomputer Simulations
to Make Regional Climate Change Forecasts
average summer
afternoon temperature
average summer
afternoon temperature
Downscaling Supercomputer Climate Simulations
To Provide High Res Predictions for California Over Next 50 Years
21
Source: Hugo Hidalgo, Tapash Das, Mike Dettinger
Cancer Genomics Hub (UCSC) is Housed in SDSC:
Large Data Flows to End Users at UCSC, UCB, UCSF, …
1G
8G
Data Source: David Haussler,
Brad Smith, UCSC
15G
Jan 2016
Cancer Genomics Hub Users are Downloading 30,000 TB per Year
GE’s Industrial Internet Generates 10,000 TB per Day!
30,000 TB
Per Year
Two Automated Telescope Surveys
Creating Huge Datasets Will Drive PRP
300 images per night.
100MB per raw image
30GB per night
120GB per night
250 images per night.
530MB per raw image
150 GB per night
800GB per night
When processed
at NERSC
Increased by 4x
Source: Peter Nugent, Division Deputy for Scientific Engagement, LBL
Professor of Astronomy, UC Berkeley
Precursors to
LSST and NCSA
PRP Allows Researchers
to Bring Datasets from NERSC
to Their Local Clusters
for In-Depth Science Analysis
community resources. This facility depends on a range of common services, support activities, software,
and operational principles that coordinate the production of scientific knowledge through the DHTC
model. In April 2012, the OSG project was extended until 2017; it is jointly funded by the Department of
Energy and the National Science Foundation.
OSG Federates Clusters in 40/50 States:
Creating a Scientific Compute and Storage “Cloud”
Source: Miron Livny, Frank Wuerthwein, OSG
We are Experimenting with the PRP for Large Hadron Collider Data Analysis
Using The West Coast Open Science Grid on 10-100Gbps Optical Networks
Crossed
100 Million
Core-Hours/Month
In Dec 2015
Over 1 Billion
Data Transfers
Moved
200 Petabytes
In 2015
Supported Over
200 Million Jobs
In 2015
Source: Miron Livny, Frank Wuerthwein, OSG
ATLAS
CMS
PRP Will Support the Computation and Data Analysis
in the Search for Sources of Gravitational Radiation
Connecting Caltech at 10Gb/s
to SDSC Comet PetaFLOP supercomputer,
enabling LIGO computations
to enter via the same PRP “job cache” as for LHC.
800,000 core-hours LIGO data analysis
7 million core-hours computing waveforms
Forty Years of Computing Gravitational Waves
From Colliding Black Holes
1977
L. Smarr and K. Eppley
Gravitational Radiation Computed from
an Axisymmetric
Black Hole Collision 40 Years
2016
LIGO Consortium
Spiral Black Hole Collision
MegaFLOPS
PetaFLOPS
40G FIONAs
20x40G PRP-connected
WAVE@UC San Diego
PRP Links
Creates Distributed Virtual Reality
PRP
CAVE@UC Merced
UCD
UCSF
Stanford
NASA
AMES/
NREN
UCSC
UCSB
Caltech
USC UCLA
UCI
UCSD SDSU
UCR
Esnet
DoE Labs
UW/
PNWGP
Seattle
Berkeley
UCM
Los
Nettos
Internet2
Internet2
Seattle
Note: This diagram represents a subset of sites and connections.
* Institutions with
Active Archaeology
Programs
“In an ideal world –
Extremely high bandwidth to
move large cultural heritage
datasets around the PRP cloud for
processing & viewing in CAVEs
around PRP with Unlimited
Storage for permanent archiving.”
-Tom Levy, UCSD
PRP is NOT Just for Big Data Science and Engineering:
Linking Cultural Heritage and Archaeology Datasets
Building on CENIC’s Expansion
To Libraries, Museums,
and Cultural Sites
Next Step: Global Research Platform
Building on CENIC/Pacific Wave and GLIF
Current
International
GRP Partners
Learn More About PRP on Wednesday
PRP Science Driver PI Workshop Description
[Flyers will be available at the CENIC registration desk]
Date and Time: Wed., March 23 from 9 - 11 am
Location: Executive Meeting Room, Hyatt Place UC Davis
Description: Panel discussion on capacity and promise of the
Pacific Research Platform, a high-speed, expanded
cyberinfrastructure that will move data 1,000 times faster than
today's inter-campus shared Internet.

Más contenido relacionado

La actualidad más candente

National Federated Compute Platforms: The Pacific Research Platform
National Federated Compute Platforms: The Pacific Research PlatformNational Federated Compute Platforms: The Pacific Research Platform
National Federated Compute Platforms: The Pacific Research PlatformLarry Smarr
 
The Pacific Research Platform: Building a Distributed Big-Data Machine-Learni...
The Pacific Research Platform: Building a Distributed Big-Data Machine-Learni...The Pacific Research Platform: Building a Distributed Big-Data Machine-Learni...
The Pacific Research Platform: Building a Distributed Big-Data Machine-Learni...Larry Smarr
 
Berkeley cloud computing meetup may 2020
Berkeley cloud computing meetup may 2020Berkeley cloud computing meetup may 2020
Berkeley cloud computing meetup may 2020Larry Smarr
 
Looking Back, Looking Forward NSF CI Funding 1985-2025
Looking Back, Looking Forward NSF CI Funding 1985-2025Looking Back, Looking Forward NSF CI Funding 1985-2025
Looking Back, Looking Forward NSF CI Funding 1985-2025Larry Smarr
 
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...Larry Smarr
 
PRP, CHASE-CI, TNRP and OSG
PRP, CHASE-CI, TNRP and OSGPRP, CHASE-CI, TNRP and OSG
PRP, CHASE-CI, TNRP and OSGLarry Smarr
 
Peering The Pacific Research Platform With The Great Plains Network
Peering The Pacific Research Platform With The Great Plains NetworkPeering The Pacific Research Platform With The Great Plains Network
Peering The Pacific Research Platform With The Great Plains NetworkLarry Smarr
 
Advanced Cyberinfrastructure Enabled Services and Applications in 2021
Advanced Cyberinfrastructure Enabled Services and Applications in 2021Advanced Cyberinfrastructure Enabled Services and Applications in 2021
Advanced Cyberinfrastructure Enabled Services and Applications in 2021Larry Smarr
 
An Integrated Science Cyberinfrastructure for Data-Intensive Research
An Integrated Science Cyberinfrastructure for Data-Intensive ResearchAn Integrated Science Cyberinfrastructure for Data-Intensive Research
An Integrated Science Cyberinfrastructure for Data-Intensive ResearchLarry Smarr
 
Security Challenges and the Pacific Research Platform
Security Challenges and the Pacific Research PlatformSecurity Challenges and the Pacific Research Platform
Security Challenges and the Pacific Research PlatformLarry Smarr
 
PRP, NRP, GRP & the Path Forward
PRP, NRP, GRP & the Path ForwardPRP, NRP, GRP & the Path Forward
PRP, NRP, GRP & the Path ForwardLarry Smarr
 
The Emerging Cyberinfrastructure for Earth and Ocean Sciences
The Emerging Cyberinfrastructure for Earth and Ocean SciencesThe Emerging Cyberinfrastructure for Earth and Ocean Sciences
The Emerging Cyberinfrastructure for Earth and Ocean SciencesLarry Smarr
 
The Pacific Research Platform Enables Distributed Big-Data Machine-Learning
The Pacific Research Platform Enables Distributed Big-Data Machine-LearningThe Pacific Research Platform Enables Distributed Big-Data Machine-Learning
The Pacific Research Platform Enables Distributed Big-Data Machine-LearningLarry Smarr
 
Toward a Global Interactive Earth Observing Cyberinfrastructure
Toward a Global Interactive Earth Observing CyberinfrastructureToward a Global Interactive Earth Observing Cyberinfrastructure
Toward a Global Interactive Earth Observing CyberinfrastructureLarry Smarr
 
The Pacific Research Platform: Leading Up to the National Research Platform
The Pacific Research Platform:  Leading Up to the National Research PlatformThe Pacific Research Platform:  Leading Up to the National Research Platform
The Pacific Research Platform: Leading Up to the National Research PlatformLarry Smarr
 
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...Larry Smarr
 
Calit2 as a Model for Collaborative Innovation
Calit2 as a Model for Collaborative InnovationCalit2 as a Model for Collaborative Innovation
Calit2 as a Model for Collaborative InnovationLarry Smarr
 
A National Big Data Cyberinfrastructure Supporting Computational Biomedical R...
A National Big Data Cyberinfrastructure Supporting Computational Biomedical R...A National Big Data Cyberinfrastructure Supporting Computational Biomedical R...
A National Big Data Cyberinfrastructure Supporting Computational Biomedical R...Larry Smarr
 
The Transformational Nature of NSF Long-Term Funding on Santa Ana Wildfires i...
The Transformational Nature of NSF Long-Term Fundingon Santa Ana Wildfires i...The Transformational Nature of NSF Long-Term Fundingon Santa Ana Wildfires i...
The Transformational Nature of NSF Long-Term Funding on Santa Ana Wildfires i...Larry Smarr
 
The Pacific Research Platform:a Science-Driven Big-Data Freeway System
The Pacific Research Platform:a Science-Driven Big-Data Freeway SystemThe Pacific Research Platform:a Science-Driven Big-Data Freeway System
The Pacific Research Platform:a Science-Driven Big-Data Freeway SystemLarry Smarr
 

La actualidad más candente (20)

National Federated Compute Platforms: The Pacific Research Platform
National Federated Compute Platforms: The Pacific Research PlatformNational Federated Compute Platforms: The Pacific Research Platform
National Federated Compute Platforms: The Pacific Research Platform
 
The Pacific Research Platform: Building a Distributed Big-Data Machine-Learni...
The Pacific Research Platform: Building a Distributed Big-Data Machine-Learni...The Pacific Research Platform: Building a Distributed Big-Data Machine-Learni...
The Pacific Research Platform: Building a Distributed Big-Data Machine-Learni...
 
Berkeley cloud computing meetup may 2020
Berkeley cloud computing meetup may 2020Berkeley cloud computing meetup may 2020
Berkeley cloud computing meetup may 2020
 
Looking Back, Looking Forward NSF CI Funding 1985-2025
Looking Back, Looking Forward NSF CI Funding 1985-2025Looking Back, Looking Forward NSF CI Funding 1985-2025
Looking Back, Looking Forward NSF CI Funding 1985-2025
 
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
 
PRP, CHASE-CI, TNRP and OSG
PRP, CHASE-CI, TNRP and OSGPRP, CHASE-CI, TNRP and OSG
PRP, CHASE-CI, TNRP and OSG
 
Peering The Pacific Research Platform With The Great Plains Network
Peering The Pacific Research Platform With The Great Plains NetworkPeering The Pacific Research Platform With The Great Plains Network
Peering The Pacific Research Platform With The Great Plains Network
 
Advanced Cyberinfrastructure Enabled Services and Applications in 2021
Advanced Cyberinfrastructure Enabled Services and Applications in 2021Advanced Cyberinfrastructure Enabled Services and Applications in 2021
Advanced Cyberinfrastructure Enabled Services and Applications in 2021
 
An Integrated Science Cyberinfrastructure for Data-Intensive Research
An Integrated Science Cyberinfrastructure for Data-Intensive ResearchAn Integrated Science Cyberinfrastructure for Data-Intensive Research
An Integrated Science Cyberinfrastructure for Data-Intensive Research
 
Security Challenges and the Pacific Research Platform
Security Challenges and the Pacific Research PlatformSecurity Challenges and the Pacific Research Platform
Security Challenges and the Pacific Research Platform
 
PRP, NRP, GRP & the Path Forward
PRP, NRP, GRP & the Path ForwardPRP, NRP, GRP & the Path Forward
PRP, NRP, GRP & the Path Forward
 
The Emerging Cyberinfrastructure for Earth and Ocean Sciences
The Emerging Cyberinfrastructure for Earth and Ocean SciencesThe Emerging Cyberinfrastructure for Earth and Ocean Sciences
The Emerging Cyberinfrastructure for Earth and Ocean Sciences
 
The Pacific Research Platform Enables Distributed Big-Data Machine-Learning
The Pacific Research Platform Enables Distributed Big-Data Machine-LearningThe Pacific Research Platform Enables Distributed Big-Data Machine-Learning
The Pacific Research Platform Enables Distributed Big-Data Machine-Learning
 
Toward a Global Interactive Earth Observing Cyberinfrastructure
Toward a Global Interactive Earth Observing CyberinfrastructureToward a Global Interactive Earth Observing Cyberinfrastructure
Toward a Global Interactive Earth Observing Cyberinfrastructure
 
The Pacific Research Platform: Leading Up to the National Research Platform
The Pacific Research Platform:  Leading Up to the National Research PlatformThe Pacific Research Platform:  Leading Up to the National Research Platform
The Pacific Research Platform: Leading Up to the National Research Platform
 
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
 
Calit2 as a Model for Collaborative Innovation
Calit2 as a Model for Collaborative InnovationCalit2 as a Model for Collaborative Innovation
Calit2 as a Model for Collaborative Innovation
 
A National Big Data Cyberinfrastructure Supporting Computational Biomedical R...
A National Big Data Cyberinfrastructure Supporting Computational Biomedical R...A National Big Data Cyberinfrastructure Supporting Computational Biomedical R...
A National Big Data Cyberinfrastructure Supporting Computational Biomedical R...
 
The Transformational Nature of NSF Long-Term Funding on Santa Ana Wildfires i...
The Transformational Nature of NSF Long-Term Fundingon Santa Ana Wildfires i...The Transformational Nature of NSF Long-Term Fundingon Santa Ana Wildfires i...
The Transformational Nature of NSF Long-Term Funding on Santa Ana Wildfires i...
 
The Pacific Research Platform:a Science-Driven Big-Data Freeway System
The Pacific Research Platform:a Science-Driven Big-Data Freeway SystemThe Pacific Research Platform:a Science-Driven Big-Data Freeway System
The Pacific Research Platform:a Science-Driven Big-Data Freeway System
 

Similar a Pacific Wave and PRP Update: Big News for Big Data

The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...Larry Smarr
 
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...Larry Smarr
 
Towards a High-Performance National Research Platform Enabling Digital Research
Towards a High-Performance National Research Platform Enabling Digital ResearchTowards a High-Performance National Research Platform Enabling Digital Research
Towards a High-Performance National Research Platform Enabling Digital ResearchLarry Smarr
 
Using the Pacific Research Platform for Earth Sciences Big Data
Using the Pacific Research Platform for Earth Sciences Big DataUsing the Pacific Research Platform for Earth Sciences Big Data
Using the Pacific Research Platform for Earth Sciences Big DataLarry Smarr
 
The Pacific Research Platform Two Years In
The Pacific Research Platform Two Years InThe Pacific Research Platform Two Years In
The Pacific Research Platform Two Years InLarry Smarr
 
Toward A National Big Data Superhighway
Toward A National Big Data SuperhighwayToward A National Big Data Superhighway
Toward A National Big Data SuperhighwayLarry Smarr
 
Toward a Global Research Platform for Big Data Analysis
Toward a Global Research Platform for Big Data AnalysisToward a Global Research Platform for Big Data Analysis
Toward a Global Research Platform for Big Data AnalysisLarry Smarr
 
Creating a Science-Driven Big Data Superhighway
Creating a Science-Driven Big Data SuperhighwayCreating a Science-Driven Big Data Superhighway
Creating a Science-Driven Big Data SuperhighwayLarry Smarr
 
High Performance Cyberinfrastructure for Data-Intensive Research
High Performance Cyberinfrastructure for Data-Intensive ResearchHigh Performance Cyberinfrastructure for Data-Intensive Research
High Performance Cyberinfrastructure for Data-Intensive ResearchLarry Smarr
 
Toward a National Research Platform
Toward a National Research PlatformToward a National Research Platform
Toward a National Research PlatformLarry Smarr
 
Creating a Big Data Machine Learning Platform in California
Creating a Big Data Machine Learning Platform in CaliforniaCreating a Big Data Machine Learning Platform in California
Creating a Big Data Machine Learning Platform in CaliforniaLarry Smarr
 
Toward a National Research Platform
Toward a National Research PlatformToward a National Research Platform
Toward a National Research PlatformLarry Smarr
 
An Integrated West Coast Science DMZ for Data-Intensive Research
An Integrated West Coast Science DMZ for Data-Intensive ResearchAn Integrated West Coast Science DMZ for Data-Intensive Research
An Integrated West Coast Science DMZ for Data-Intensive ResearchLarry Smarr
 
Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...Larry Smarr
 
The Pacific Research Platform
 Two Years In
The Pacific Research Platform
 Two Years InThe Pacific Research Platform
 Two Years In
The Pacific Research Platform
 Two Years InLarry Smarr
 
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...Larry Smarr
 
The Pacific Research Platform: A Science-Driven Big-Data Freeway System
The Pacific Research Platform: A Science-Driven Big-Data Freeway SystemThe Pacific Research Platform: A Science-Driven Big-Data Freeway System
The Pacific Research Platform: A Science-Driven Big-Data Freeway SystemLarry Smarr
 
The PRP and Its Applications
The PRP and Its ApplicationsThe PRP and Its Applications
The PRP and Its ApplicationsLarry Smarr
 
How Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchHow Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchLarry Smarr
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 

Similar a Pacific Wave and PRP Update: Big News for Big Data (20)

The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
 
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
 
Towards a High-Performance National Research Platform Enabling Digital Research
Towards a High-Performance National Research Platform Enabling Digital ResearchTowards a High-Performance National Research Platform Enabling Digital Research
Towards a High-Performance National Research Platform Enabling Digital Research
 
Using the Pacific Research Platform for Earth Sciences Big Data
Using the Pacific Research Platform for Earth Sciences Big DataUsing the Pacific Research Platform for Earth Sciences Big Data
Using the Pacific Research Platform for Earth Sciences Big Data
 
The Pacific Research Platform Two Years In
The Pacific Research Platform Two Years InThe Pacific Research Platform Two Years In
The Pacific Research Platform Two Years In
 
Toward A National Big Data Superhighway
Toward A National Big Data SuperhighwayToward A National Big Data Superhighway
Toward A National Big Data Superhighway
 
Toward a Global Research Platform for Big Data Analysis
Toward a Global Research Platform for Big Data AnalysisToward a Global Research Platform for Big Data Analysis
Toward a Global Research Platform for Big Data Analysis
 
Creating a Science-Driven Big Data Superhighway
Creating a Science-Driven Big Data SuperhighwayCreating a Science-Driven Big Data Superhighway
Creating a Science-Driven Big Data Superhighway
 
High Performance Cyberinfrastructure for Data-Intensive Research
High Performance Cyberinfrastructure for Data-Intensive ResearchHigh Performance Cyberinfrastructure for Data-Intensive Research
High Performance Cyberinfrastructure for Data-Intensive Research
 
Toward a National Research Platform
Toward a National Research PlatformToward a National Research Platform
Toward a National Research Platform
 
Creating a Big Data Machine Learning Platform in California
Creating a Big Data Machine Learning Platform in CaliforniaCreating a Big Data Machine Learning Platform in California
Creating a Big Data Machine Learning Platform in California
 
Toward a National Research Platform
Toward a National Research PlatformToward a National Research Platform
Toward a National Research Platform
 
An Integrated West Coast Science DMZ for Data-Intensive Research
An Integrated West Coast Science DMZ for Data-Intensive ResearchAn Integrated West Coast Science DMZ for Data-Intensive Research
An Integrated West Coast Science DMZ for Data-Intensive Research
 
Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...
 
The Pacific Research Platform
 Two Years In
The Pacific Research Platform
 Two Years InThe Pacific Research Platform
 Two Years In
The Pacific Research Platform
 Two Years In
 
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
 
The Pacific Research Platform: A Science-Driven Big-Data Freeway System
The Pacific Research Platform: A Science-Driven Big-Data Freeway SystemThe Pacific Research Platform: A Science-Driven Big-Data Freeway System
The Pacific Research Platform: A Science-Driven Big-Data Freeway System
 
The PRP and Its Applications
The PRP and Its ApplicationsThe PRP and Its Applications
The PRP and Its Applications
 
How Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchHow Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific Research
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation Economy
 

Más de Larry Smarr

My Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 YearsMy Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 YearsLarry Smarr
 
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019Larry Smarr
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsLarry Smarr
 
Global Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated SystemsGlobal Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated SystemsLarry Smarr
 
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
 Wireless FasterData and Distributed Open Compute Opportunities and (some) Us... Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...Larry Smarr
 
Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...Larry Smarr
 
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon MoonThe Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon MoonLarry Smarr
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsLarry Smarr
 
Panel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An OverviewPanel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An OverviewLarry Smarr
 
Panel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical NetworksPanel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical NetworksLarry Smarr
 
Global Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownGlobal Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownLarry Smarr
 
Built around answering questions
Built around answering questionsBuilt around answering questions
Built around answering questionsLarry Smarr
 
Panel: NRP Science Impacts​
Panel: NRP Science Impacts​Panel: NRP Science Impacts​
Panel: NRP Science Impacts​Larry Smarr
 
Democratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish ParasharDemocratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish ParasharLarry Smarr
 
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;Larry Smarr
 
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Frank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forwardFrank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forwardLarry Smarr
 

Más de Larry Smarr (20)

My Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 YearsMy Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 Years
 
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving Institutions
 
Global Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated SystemsGlobal Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated Systems
 
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
 Wireless FasterData and Distributed Open Compute Opportunities and (some) Us... Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
 
Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...
 
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon MoonThe Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving Institutions
 
Panel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An OverviewPanel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An Overview
 
Panel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical NetworksPanel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical Networks
 
Global Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownGlobal Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine Brown
 
Built around answering questions
Built around answering questionsBuilt around answering questions
Built around answering questions
 
Panel: NRP Science Impacts​
Panel: NRP Science Impacts​Panel: NRP Science Impacts​
Panel: NRP Science Impacts​
 
Democratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish ParasharDemocratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish Parashar
 
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
 
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Frank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forwardFrank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forward
 

Último

Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...amitlee9823
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...amitlee9823
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionfulawalesam
 
Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...shambhavirathore45
 
CebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxCebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxolyaivanovalion
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Researchmichael115558
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightDelhi Call girls
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxolyaivanovalion
 
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779Delhi Call girls
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
 
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfAccredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfadriantubila
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz1
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAroojKhan71
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Delhi Call girls
 
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceBDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceDelhi Call girls
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptxAnupama Kate
 

Último (20)

Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interaction
 
Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...
 
CebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxCebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptx
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Research
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptx
 
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfAccredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signals
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
 
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceBDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx
 

Pacific Wave and PRP Update: Big News for Big Data

  • 1. Pacific Wave and PRP Update Big News for Big Data David Reese Dr. Larry Smarr CENIC ANNUAL CONFERENCE 2016
  • 2. Pacific Wave International Exchange A project of CENIC and PNWGP David Reese Managing Director w w w . p n w - g i g a p o p . n e t
  • 3. Pacific Wave • Began as first geographically distributed exchange in 2004 • Pacific Wave is an open exchange supporting both commercial and R&E peers • Currently serves 29 countries peering across the Pacific and Western United States • With PNWGP and TransPac, announced the first 100Gbps Trans-Pacific link from Tokyo to Seattle in 2015
  • 5. R&E Exchanges within R&E • Pacific Wave (Western US) – CENIC and PNWGP • StarLight (Chicago, IL) – StarLight Consortium/MREN • MANLAN (New York, NY) – NYSERnet • WIX (Washington, DC) – University of Maryland/MAX GigaPOP • AmLight (Miami, Florida) – Florida International University/Florida LambdaRail
  • 6. National/Global Activities • NSF provides support of the R&E exchange points through the competitive IRNC (International Research Network Connections) program with funding for backbone, infrastructure and innovation • The Global Lambda Integrated Facility – The GLIF brings together some of the world’s premier networking engineers who are working together to develop and international infrastructure
  • 8. Pacific Wave and NSF/IRNC • Pacific Wave has been partially supported through three separate five-year National Science Foundation grants supporting growth, connectivity and innovation • Current award promotes 100G expansion and implementation of SDX capabilities within Pacific Wave (ACI-1451050)
  • 9. SDX = SDN + IXP 9 AS A Router AS C Router AS B Router BGP Session SDN Switch SDX Controller SDX
  • 10. Pacific Wave and WRN • Pacific Wave and the Western Region Network provide for a 100Gbps network spanning the Western United States serving PNWGP, CENIC, FRGP, ABQGP and UH. • Pacific Wave and NSF IRNC awardee PIREN (Univ of Hawaii) work together supporting AARNet links to California and Washington and expansion of high- speed service through the Pacific Islands Region w w w . p n w - g i g a p o p . n e t
  • 11. Pacific Wave and Collaboration • Pacific Wave and StarLight are working together on the SDX implementation to provide seamless cross-domain support for participants of both exchanges. • Have direct interconnectivity between the exchanges with 2 100G links between Seattle- Chicago and Denver-Chicago
  • 12. Nx100G Across the Pacific • CURRENT: – TransPac/Pacific Wave (Tokyo-Seattle) – SINGAREN/Internet2 (Singapore-Los Angeles) – SINET/SoftBank/Pacific Wave (Tokyo-Los Angeles) • FUTURE: – AARNET/PIREN/Pacific Wave (Australia-LA) – AARNET/PIREN/Pacific Wave (Australia-SEA) – UH/PIREN/Pacific Wave (Guam-Hawaii-LA)
  • 13. The Pacific Research Platform (PRP) • NSF CC-NIE and similar projects represent significant investments in campus infrastructure including SDN, DMZ’s (~130 projects) • But the scientists are still struggling with the complexity of using the network and interoperability between different implementations of DMZ’s • PRP focuses on enabling the science communities to make effective use of the high performance infrastructure that is available. • The idea was hatched in December 2014 – take advantages of the infrastructure, including a PERFSONAR grid for measurement. • And DTN’s and common software suite to demonstrate a proof of concept for the PRP • Demonstrated at the CENIC Spring meeting (March 2015)
  • 14. CENIC/PRP Backbone Sets Stage for 2016 Wireless Expansion of HPWREN into Orange and Riverside Counties • CENIC/PRP Will Connect UCSD and SDSU – Data Redundancy – Disaster Recovery – High Availability • CENIC Extension to UCI & UCR – Data Replication Sites UCR UCI UCSD SDSU Source: Frank Vernon, Greg Hidley, UCSD
  • 15.
  • 16. “Pacific Wave & Pacific Research Platform Update: Big News for Big Data” Invited Presentation with David Reese Annual CENIC Conference 2016 UC Davis March 21, 2016 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor, Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD http://lsmarr.calit2.net 16
  • 17. For Big Data Science, One Needs Bandwidths Orders of Magnitude Higher Than the Shared Internet Bandwidth from My Office in Calit2’s Qualcomm Institute Bandwidth On the Pacific Research Platform: 500 Times the Bandwidth of the Shared Internet!
  • 18. How Prism@UCSD Transforms Big Data Microbiome Science: Preparing for Knight/Smarr 1 Million Core-Hour Analysis 12 Cores/GPU 128 GB RAM 3.5 TB SSD 48TB Disk 10Gbps NIC Knight Lab 10Gbps Gordon Prism@UCSD Data Oasis 7.5PB, 200GB/s Knight 1024 Cluster In SDSC Co-Lo CHERuB 100Gbps Emperor & Other Vis Tools 64Mpixel Data Analysis Wall 120Gbps 40Gbps 1.3Tbps
  • 19. Next Step: The Pacific Research Platform Creates a Regional End-to-End Science-Driven “Big Data Freeway System” NSF CC*DNI Grant $5M 10/2015-10/2020 PI: Larry Smarr, UC San Diego Calit2 Co-Pis: • Camille Crittenden, UC Berkeley CITRIS, • Tom DeFanti, UC San Diego Calit2, • Philip Papadopoulos, UC San Diego SDSC, • Frank Wuerthwein, UC San Diego Physics and SDSC
  • 20. Dan Cayan USGS Water Resources Discipline Scripps Institution of Oceanography, UC San Diego much support from Mary Tyree, Mike Dettinger, Guido Franco and other colleagues NCAR Upgrading to 10Gbps Link from Wyoming and Boulder to CENIC/PRP Sponsors: California Energy Commission NOAA RISA program California DWR, DOE, NSF Planning for climate change in California substantial shifts on top of already high climate variability UCSD Campus Climate Researchers Need to Download Results from NCAR Remote Supercomputer Simulations to Make Regional Climate Change Forecasts
  • 21. average summer afternoon temperature average summer afternoon temperature Downscaling Supercomputer Climate Simulations To Provide High Res Predictions for California Over Next 50 Years 21 Source: Hugo Hidalgo, Tapash Das, Mike Dettinger
  • 22. Cancer Genomics Hub (UCSC) is Housed in SDSC: Large Data Flows to End Users at UCSC, UCB, UCSF, … 1G 8G Data Source: David Haussler, Brad Smith, UCSC 15G Jan 2016 Cancer Genomics Hub Users are Downloading 30,000 TB per Year GE’s Industrial Internet Generates 10,000 TB per Day! 30,000 TB Per Year
  • 23. Two Automated Telescope Surveys Creating Huge Datasets Will Drive PRP 300 images per night. 100MB per raw image 30GB per night 120GB per night 250 images per night. 530MB per raw image 150 GB per night 800GB per night When processed at NERSC Increased by 4x Source: Peter Nugent, Division Deputy for Scientific Engagement, LBL Professor of Astronomy, UC Berkeley Precursors to LSST and NCSA PRP Allows Researchers to Bring Datasets from NERSC to Their Local Clusters for In-Depth Science Analysis
  • 24. community resources. This facility depends on a range of common services, support activities, software, and operational principles that coordinate the production of scientific knowledge through the DHTC model. In April 2012, the OSG project was extended until 2017; it is jointly funded by the Department of Energy and the National Science Foundation. OSG Federates Clusters in 40/50 States: Creating a Scientific Compute and Storage “Cloud” Source: Miron Livny, Frank Wuerthwein, OSG
  • 25. We are Experimenting with the PRP for Large Hadron Collider Data Analysis Using The West Coast Open Science Grid on 10-100Gbps Optical Networks Crossed 100 Million Core-Hours/Month In Dec 2015 Over 1 Billion Data Transfers Moved 200 Petabytes In 2015 Supported Over 200 Million Jobs In 2015 Source: Miron Livny, Frank Wuerthwein, OSG ATLAS CMS
  • 26. PRP Will Support the Computation and Data Analysis in the Search for Sources of Gravitational Radiation Connecting Caltech at 10Gb/s to SDSC Comet PetaFLOP supercomputer, enabling LIGO computations to enter via the same PRP “job cache” as for LHC. 800,000 core-hours LIGO data analysis 7 million core-hours computing waveforms
  • 27. Forty Years of Computing Gravitational Waves From Colliding Black Holes 1977 L. Smarr and K. Eppley Gravitational Radiation Computed from an Axisymmetric Black Hole Collision 40 Years 2016 LIGO Consortium Spiral Black Hole Collision MegaFLOPS PetaFLOPS
  • 28. 40G FIONAs 20x40G PRP-connected WAVE@UC San Diego PRP Links Creates Distributed Virtual Reality PRP CAVE@UC Merced
  • 29. UCD UCSF Stanford NASA AMES/ NREN UCSC UCSB Caltech USC UCLA UCI UCSD SDSU UCR Esnet DoE Labs UW/ PNWGP Seattle Berkeley UCM Los Nettos Internet2 Internet2 Seattle Note: This diagram represents a subset of sites and connections. * Institutions with Active Archaeology Programs “In an ideal world – Extremely high bandwidth to move large cultural heritage datasets around the PRP cloud for processing & viewing in CAVEs around PRP with Unlimited Storage for permanent archiving.” -Tom Levy, UCSD PRP is NOT Just for Big Data Science and Engineering: Linking Cultural Heritage and Archaeology Datasets Building on CENIC’s Expansion To Libraries, Museums, and Cultural Sites
  • 30. Next Step: Global Research Platform Building on CENIC/Pacific Wave and GLIF Current International GRP Partners
  • 31. Learn More About PRP on Wednesday PRP Science Driver PI Workshop Description [Flyers will be available at the CENIC registration desk] Date and Time: Wed., March 23 from 9 - 11 am Location: Executive Meeting Room, Hyatt Place UC Davis Description: Panel discussion on capacity and promise of the Pacific Research Platform, a high-speed, expanded cyberinfrastructure that will move data 1,000 times faster than today's inter-campus shared Internet.