SlideShare a Scribd company logo
1
Kostas Glinos, EGEE09




                        2
3
Manchester Guardian Oct 6




                            4
5
Cyberinfrastructure in the 80's




                                  6
Telescope vs. CCD
total area in 3m+ telescopes [m2]




                         total CCD area [Megapix]
Cyberinfrastructure
Transforms Research:

Supernovae and Cosmology




                           9
Expansion of the Universe
   Feb 9th, 1948




                   Hubble 1929




                                 10
Fate of the Universe
past                                   future
                     low
                   density

                                       ?
        size of
       Universe

                             high
                             density
         big
        bang       now

                  time

                                                11
Supernovae




             12
Brightness and "redshift"




                            13
MegaCam at the Canada-
     France-Hawaii Telescope




~ 0.5 Gigapixels


                               14
The Universe - a


               dark energy 70%
               dark
               matter
               25%

                        normal
                        matter
                          5%


                                 15
Supernova Survey
!! Images taken at CFHT in Hawaii

!! Find supernovae within ~12 hr
  !!   software in Victoria
  !!   database in Toronto

!! Obtain spectra on 8m class telescopes in Hawaii
   and Chile
  !!   within 1-2 nights of imaging data




                                                     16
CFHT




       17
18
~100 GB/night
                19
Cyberinfrastructure
Transforms Research:

Archiving and Data Mining




                            20
Changing Sociology of Astronomy
          1600's




                   1970's




                            21




   2001
Changing Sociology of Astronomy
!!   Science Teams 25 years ago:
      !! Individuals or groups of 2-3 people
      !! Allocations of a few nights of telescope
         time/year
      !! Small data collections for each project
!!   Science Teams Today:
      !! groups of dozens of people all over the
         world
      !! Allocations of 10%-30% of ALL
         telescope time is not uncommon
      !! Large data collections for each project
!!   Why the change?
      !! Better, more comprehensive science
         from large surveys



                                                    22
Canadian Astronomy
                   Data Centre
HST
                        !! Delivers 2 Terabytes
       FUSE                per week to users
                        !! 2500 distinct users
                MOST    !! 87 countries
CFHT
                        !! Serve all Canadian
                           astronomy research
       Gemini              universities
                        !! Largest astronomy data
                BLAST      centre in the world (by
                           data volume)
JCMT

       CGPS

                MACHO
GB                              CADC archive stats per year




     CADC: a week in the life




                                                              24
Changing Role of CADC
!! CADC 25 years ago:
   !!   Archived data
   !!   Made data accessible
!! Today
   !!   Design data management processes and systems in collaboration with
        observatories and Science Teams
   !!   Implement and Operate these data management systems
!! Why the change?
   !!   Individual Science Teams cannot handle the processing and storage
        requirements for very large survey projects




                                                                            25
SDSS Archive
!! 10,000 sq deg (1/4 sky)
!! 3D map of "local" Universe
   (volume about 1030 cubic
   light yrs)
!! ~100 TB (FermiLab)




                            26
SDSS Data mining




Luc Simard (HIA)




                           27
Cyberinfrastructure
Transforms Research:

 Access to Publications




                          28
Alexandria c. 400 AD




                       29
30
31
32
arXiv.org




            33
Cyberinfrastructure
Transforms Research:

Canarie NEP39 - CANFAR




                         34
35
36
Cyberinfrastructure
Transforms Research:

    The Future




                       37
Cyberinfrastructure
                             Transforms Research:

                                          The Future
"Our task is not to forsee the future, but to enable it."
                                         Antoine de Saint-Expuréy




                                                                    38
The Petabyte Tsunami: Radio Astro




                                39
The Petabyte Tsunami: LHC, Geneva




                               40
International Liquid Mirror
    Telescope (ILMT)




          !! >200 GB/night presents
             challenges from India

                                      41
42
43
44
Come back to
!! my notes from Fri meeting

!! my "CyberPanel ideas"      !! reorganize ADS stuff
   msg Oct 9 2:31pm - lots of !! reorganize NY times thing
   good things                   at end
      •! cosmic zoom?
                               !! summary/questions for
                                  future
!! reorganize ADS stuff
                               !! definition of
                                  cyberinfrastrucure -
                                  Baru .ppt from
                                  SACNAS2005




                                                          45

More Related Content

Similar to Cyberinfrastructure And Astronomical Research

Efficient data reduction and analysis of DECam images using multicore archite...
Efficient data reduction and analysis of DECam images using multicore archite...Efficient data reduction and analysis of DECam images using multicore archite...
Efficient data reduction and analysis of DECam images using multicore archite...
Roberto Muñoz
 
The Changing Face(s) of Astronomy
The Changing Face(s) of AstronomyThe Changing Face(s) of Astronomy
The Changing Face(s) of Astronomy
skendrew
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
Larry Smarr
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
Larry Smarr
 
The Strongly Coupled LambdaCloud
The Strongly Coupled LambdaCloudThe Strongly Coupled LambdaCloud
The Strongly Coupled LambdaCloud
Larry Smarr
 
AstroCV: A computer vision library for Astronomy
AstroCV: A computer vision library for AstronomyAstroCV: A computer vision library for Astronomy
AstroCV: A computer vision library for Astronomy
Roberto Muñoz
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
Larry Smarr
 
Building a Global Collaboration System for Data-Intensive Discovery
Building a Global Collaboration System for Data-Intensive DiscoveryBuilding a Global Collaboration System for Data-Intensive Discovery
Building a Global Collaboration System for Data-Intensive Discovery
Larry Smarr
 
Remote Telepresence for Exploring Virtual Worlds
Remote Telepresence for Exploring Virtual WorldsRemote Telepresence for Exploring Virtual Worlds
Remote Telepresence for Exploring Virtual Worlds
Larry Smarr
 
Remote Telepresence for Exploring Virtual Worlds
Remote Telepresence for Exploring Virtual WorldsRemote Telepresence for Exploring Virtual Worlds
Remote Telepresence for Exploring Virtual Worlds
Larry Smarr
 
El futuro-de-la-tecnologia-y-la-tecnologia-del-futuro-jose-luis-cordeiro
El futuro-de-la-tecnologia-y-la-tecnologia-del-futuro-jose-luis-cordeiroEl futuro-de-la-tecnologia-y-la-tecnologia-del-futuro-jose-luis-cordeiro
El futuro-de-la-tecnologia-y-la-tecnologia-del-futuro-jose-luis-cordeiro
orlando tipismana
 
Quantum nature poli_mi_ddm_200115
Quantum nature poli_mi_ddm_200115Quantum nature poli_mi_ddm_200115
Quantum nature poli_mi_ddm_200115
domenico di mola
 
Education in a Globally Connected World
Education in a Globally Connected WorldEducation in a Globally Connected World
Education in a Globally Connected World
Larry Smarr
 
Astronomy - State of the Art - Telescopes
Astronomy - State of the Art - TelescopesAstronomy - State of the Art - Telescopes
Astronomy - State of the Art - Telescopes
Chris Impey
 
Grasp Your Goal Before Your Feet Hit the Ground! By Jim Bensen
Grasp Your Goal Before Your Feet Hit the Ground! By Jim BensenGrasp Your Goal Before Your Feet Hit the Ground! By Jim Bensen
Grasp Your Goal Before Your Feet Hit the Ground! By Jim Bensen
Ann Treacy
 
000 cordeirosingularidad2011
000 cordeirosingularidad2011000 cordeirosingularidad2011
000 cordeirosingularidad2011
alain.dongo
 
Burst data retrieval after 50k GPU Cloud run
Burst data retrieval after 50k GPU Cloud runBurst data retrieval after 50k GPU Cloud run
Burst data retrieval after 50k GPU Cloud run
Igor Sfiligoi
 
Running a GPU burst for Multi-Messenger Astrophysics with IceCube across all ...
Running a GPU burst for Multi-Messenger Astrophysics with IceCube across all ...Running a GPU burst for Multi-Messenger Astrophysics with IceCube across all ...
Running a GPU burst for Multi-Messenger Astrophysics with IceCube across all ...
Frank Wuerthwein
 
2008—The Year of Global Telepresence
2008—The Year of Global Telepresence2008—The Year of Global Telepresence
2008—The Year of Global Telepresence
Larry Smarr
 
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
Larry Smarr
 

Similar to Cyberinfrastructure And Astronomical Research (20)

Efficient data reduction and analysis of DECam images using multicore archite...
Efficient data reduction and analysis of DECam images using multicore archite...Efficient data reduction and analysis of DECam images using multicore archite...
Efficient data reduction and analysis of DECam images using multicore archite...
 
The Changing Face(s) of Astronomy
The Changing Face(s) of AstronomyThe Changing Face(s) of Astronomy
The Changing Face(s) of Astronomy
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
 
The Strongly Coupled LambdaCloud
The Strongly Coupled LambdaCloudThe Strongly Coupled LambdaCloud
The Strongly Coupled LambdaCloud
 
AstroCV: A computer vision library for Astronomy
AstroCV: A computer vision library for AstronomyAstroCV: A computer vision library for Astronomy
AstroCV: A computer vision library for Astronomy
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
 
Building a Global Collaboration System for Data-Intensive Discovery
Building a Global Collaboration System for Data-Intensive DiscoveryBuilding a Global Collaboration System for Data-Intensive Discovery
Building a Global Collaboration System for Data-Intensive Discovery
 
Remote Telepresence for Exploring Virtual Worlds
Remote Telepresence for Exploring Virtual WorldsRemote Telepresence for Exploring Virtual Worlds
Remote Telepresence for Exploring Virtual Worlds
 
Remote Telepresence for Exploring Virtual Worlds
Remote Telepresence for Exploring Virtual WorldsRemote Telepresence for Exploring Virtual Worlds
Remote Telepresence for Exploring Virtual Worlds
 
El futuro-de-la-tecnologia-y-la-tecnologia-del-futuro-jose-luis-cordeiro
El futuro-de-la-tecnologia-y-la-tecnologia-del-futuro-jose-luis-cordeiroEl futuro-de-la-tecnologia-y-la-tecnologia-del-futuro-jose-luis-cordeiro
El futuro-de-la-tecnologia-y-la-tecnologia-del-futuro-jose-luis-cordeiro
 
Quantum nature poli_mi_ddm_200115
Quantum nature poli_mi_ddm_200115Quantum nature poli_mi_ddm_200115
Quantum nature poli_mi_ddm_200115
 
Education in a Globally Connected World
Education in a Globally Connected WorldEducation in a Globally Connected World
Education in a Globally Connected World
 
Astronomy - State of the Art - Telescopes
Astronomy - State of the Art - TelescopesAstronomy - State of the Art - Telescopes
Astronomy - State of the Art - Telescopes
 
Grasp Your Goal Before Your Feet Hit the Ground! By Jim Bensen
Grasp Your Goal Before Your Feet Hit the Ground! By Jim BensenGrasp Your Goal Before Your Feet Hit the Ground! By Jim Bensen
Grasp Your Goal Before Your Feet Hit the Ground! By Jim Bensen
 
000 cordeirosingularidad2011
000 cordeirosingularidad2011000 cordeirosingularidad2011
000 cordeirosingularidad2011
 
Burst data retrieval after 50k GPU Cloud run
Burst data retrieval after 50k GPU Cloud runBurst data retrieval after 50k GPU Cloud run
Burst data retrieval after 50k GPU Cloud run
 
Running a GPU burst for Multi-Messenger Astrophysics with IceCube across all ...
Running a GPU burst for Multi-Messenger Astrophysics with IceCube across all ...Running a GPU burst for Multi-Messenger Astrophysics with IceCube across all ...
Running a GPU burst for Multi-Messenger Astrophysics with IceCube across all ...
 
2008—The Year of Global Telepresence
2008—The Year of Global Telepresence2008—The Year of Global Telepresence
2008—The Year of Global Telepresence
 
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
 

More from Cybera Inc.

Cyber Summit 2016: Technology, Education, and Democracy
Cyber Summit 2016: Technology, Education, and DemocracyCyber Summit 2016: Technology, Education, and Democracy
Cyber Summit 2016: Technology, Education, and Democracy
Cybera Inc.
 
Cyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cyber Summit 2016: Understanding Users' (In)Secure BehaviourCyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cybera Inc.
 
Cyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cyber Summit 2016: Insider Threat Indicators: Human BehaviourCyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cybera Inc.
 
Cyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cyber Summit 2016: Research Data and the Canadian Innovation ChallengeCyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cybera Inc.
 
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big DataCyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cybera Inc.
 
Cyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cyber Summit 2016: Privacy Issues in Big Data Sharing and ReuseCyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cybera Inc.
 
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cybera Inc.
 
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cybera Inc.
 
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing DataCyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cybera Inc.
 
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cybera Inc.
 
Privacy, Security & Access to Data
Privacy, Security & Access to DataPrivacy, Security & Access to Data
Privacy, Security & Access to Data
Cybera Inc.
 
Do Universities Dream of Big Data
Do Universities Dream of Big DataDo Universities Dream of Big Data
Do Universities Dream of Big Data
Cybera Inc.
 
Predicting the Future With Microsoft Bing
Predicting the Future With Microsoft BingPredicting the Future With Microsoft Bing
Predicting the Future With Microsoft Bing
Cybera Inc.
 
Analytics 101: How to not fail at analytics
Analytics 101: How to not fail at analyticsAnalytics 101: How to not fail at analytics
Analytics 101: How to not fail at analytics
Cybera Inc.
 
Are MOOC's past their peak?
Are MOOC's past their peak?Are MOOC's past their peak?
Are MOOC's past their peak?
Cybera Inc.
 
Opening the doors of the laboratory
Opening the doors of the laboratoryOpening the doors of the laboratory
Opening the doors of the laboratory
Cybera Inc.
 
Open City - Edmonton
Open City - EdmontonOpen City - Edmonton
Open City - Edmonton
Cybera Inc.
 
Unlocking the power of healthcare data
Unlocking the power of healthcare dataUnlocking the power of healthcare data
Unlocking the power of healthcare data
Cybera Inc.
 
Checking in on Healthcare Data Analytics
Checking in on Healthcare Data AnalyticsChecking in on Healthcare Data Analytics
Checking in on Healthcare Data Analytics
Cybera Inc.
 
Open access and open data: international trends and strategic context
Open access and open data: international trends and strategic contextOpen access and open data: international trends and strategic context
Open access and open data: international trends and strategic context
Cybera Inc.
 

More from Cybera Inc. (20)

Cyber Summit 2016: Technology, Education, and Democracy
Cyber Summit 2016: Technology, Education, and DemocracyCyber Summit 2016: Technology, Education, and Democracy
Cyber Summit 2016: Technology, Education, and Democracy
 
Cyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cyber Summit 2016: Understanding Users' (In)Secure BehaviourCyber Summit 2016: Understanding Users' (In)Secure Behaviour
Cyber Summit 2016: Understanding Users' (In)Secure Behaviour
 
Cyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cyber Summit 2016: Insider Threat Indicators: Human BehaviourCyber Summit 2016: Insider Threat Indicators: Human Behaviour
Cyber Summit 2016: Insider Threat Indicators: Human Behaviour
 
Cyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cyber Summit 2016: Research Data and the Canadian Innovation ChallengeCyber Summit 2016: Research Data and the Canadian Innovation Challenge
Cyber Summit 2016: Research Data and the Canadian Innovation Challenge
 
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big DataCyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
Cyber Summit 2016: Knowing More and Understanding Less in the Age of Big Data
 
Cyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cyber Summit 2016: Privacy Issues in Big Data Sharing and ReuseCyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
Cyber Summit 2016: Privacy Issues in Big Data Sharing and Reuse
 
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
Cyber Summit 2016: Establishing an Ethics Framework for Predictive Analytics ...
 
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
Cyber Summit 2016: The Data Tsunami vs The Network: How More Data Changes Eve...
 
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing DataCyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
Cyber Summit 2016: Issues and Challenges Facing Municipalities In Securing Data
 
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
Cyber Summit 2016: Using Law Responsibly: What Happens When Law Meets Technol...
 
Privacy, Security & Access to Data
Privacy, Security & Access to DataPrivacy, Security & Access to Data
Privacy, Security & Access to Data
 
Do Universities Dream of Big Data
Do Universities Dream of Big DataDo Universities Dream of Big Data
Do Universities Dream of Big Data
 
Predicting the Future With Microsoft Bing
Predicting the Future With Microsoft BingPredicting the Future With Microsoft Bing
Predicting the Future With Microsoft Bing
 
Analytics 101: How to not fail at analytics
Analytics 101: How to not fail at analyticsAnalytics 101: How to not fail at analytics
Analytics 101: How to not fail at analytics
 
Are MOOC's past their peak?
Are MOOC's past their peak?Are MOOC's past their peak?
Are MOOC's past their peak?
 
Opening the doors of the laboratory
Opening the doors of the laboratoryOpening the doors of the laboratory
Opening the doors of the laboratory
 
Open City - Edmonton
Open City - EdmontonOpen City - Edmonton
Open City - Edmonton
 
Unlocking the power of healthcare data
Unlocking the power of healthcare dataUnlocking the power of healthcare data
Unlocking the power of healthcare data
 
Checking in on Healthcare Data Analytics
Checking in on Healthcare Data AnalyticsChecking in on Healthcare Data Analytics
Checking in on Healthcare Data Analytics
 
Open access and open data: international trends and strategic context
Open access and open data: international trends and strategic contextOpen access and open data: international trends and strategic context
Open access and open data: international trends and strategic context
 

Recently uploaded

June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
Ivanti
 
How to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptxHow to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptx
danishmna97
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Wask
 
Fueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte WebinarFueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte Webinar
Zilliz
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
Hiroshi SHIBATA
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
Recommendation System using RAG Architecture
Recommendation System using RAG ArchitectureRecommendation System using RAG Architecture
Recommendation System using RAG Architecture
fredae14
 
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development ProvidersYour One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
akankshawande
 
Building Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and MilvusBuilding Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and Milvus
Zilliz
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
ssuserfac0301
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
DianaGray10
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
名前 です男
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Malak Abu Hammad
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Tosin Akinosho
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
Chart Kalyan
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
Postman
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
Daiki Mogmet Ito
 
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxOcean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
SitimaJohn
 

Recently uploaded (20)

June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
 
How to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptxHow to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptx
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
 
Fueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte WebinarFueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte Webinar
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
Recommendation System using RAG Architecture
Recommendation System using RAG ArchitectureRecommendation System using RAG Architecture
Recommendation System using RAG Architecture
 
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development ProvidersYour One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
 
Building Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and MilvusBuilding Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and Milvus
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
 
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxOcean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
 

Cyberinfrastructure And Astronomical Research