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Data Explosion: Science with Terabytes - Data Explosion: Science with Terabytes

Data Explosion: Science with Terabytes

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The World-Wide Telescope: Astronomy with Terabytes PowerPoint PPT Presentation

The World-Wide Telescope: Astronomy with Terabytes - You can GREP 1 PB in 3 years. Oh!, and 1PB ~4,000 disks. At some ... FTP and GREP are not adequate. Analysis and Databases. Much statistical analysis deals with ...

You can GREP 1 PB in 3 years. Oh!, and 1PB ~4,000 disks. At some ... FTP and GREP are not adequate. Analysis and Databases. Much statistical analysis deals with ...

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Approximate Query Processing: Taming the TeraBytes! A Tutorial PowerPoint PPT Presentation

Approximate Query Processing: Taming the TeraBytes! A Tutorial - Multi-D Histograms, Join synopses, Wavelets. Set-Valued Queries ... Can also use one-pass quantile algorithms (e.g., [GK01]) Count in. bucket. Domain values ...

Multi-D Histograms, Join synopses, Wavelets. Set-Valued Queries ... Can also use one-pass quantile algorithms (e.g., [GK01]) Count in. bucket. Domain values ...

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The WorldWide Telescope: Astronomy with Terabytes - Data Access is Hitting a Wall. You can GREP 1 MB in a second. You can GREP 1 GB in a minute ... The 'seeing' is always great. It's a smart telescope: ...

Data Access is Hitting a Wall. You can GREP 1 MB in a second. You can GREP 1 GB in a minute ... The 'seeing' is always great. It's a smart telescope: ...

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Using an Object Oriented Database to Store BaBar's Terabytes PowerPoint PPT Presentation

Using an Object Oriented Database to Store BaBar's Terabytes - The BaBar experiment is based in California at the Stanford Linear Accelerator ... subtle differences between the decay of the B0 meson and its antiparticle (B0) ...

The BaBar experiment is based in California at the Stanford Linear Accelerator ... subtle differences between the decay of the B0 meson and its antiparticle (B0) ...

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180 Terabytes of Visual History: Incorporating Survivors of the Shoah Archives into the Curriculum PowerPoint PPT Presentation

180 Terabytes of Visual History: Incorporating Survivors of the Shoah Archives into the Curriculum - 180 Terabytes of Visual History: Incorporating Survivors of the Shoah Archives ... Intellectual Property ... Visual Arts 327 Documentary Production 2 ...

180 Terabytes of Visual History: Incorporating Survivors of the Shoah Archives ... Intellectual Property ... Visual Arts 327 Documentary Production 2 ...

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Using an Object Oriented Database to Store BaBar's Terabytes - At RAL, have Sun analysis and data server machines with 5 Tb disk ... Develop our own OODBMS? Espresso (CERN) BaBar is being watched closely...

At RAL, have Sun analysis and data server machines with 5 Tb disk ... Develop our own OODBMS? Espresso (CERN) BaBar is being watched closely...

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DATA WAREHOUSING AND DATA MINING PowerPoint PPT Presentation

DATA WAREHOUSING AND DATA MINING - Walmart -- 24 Terabytes. Geographic Information Systems. National Medical ... Used by people who deal with customers, products -- clerks, salespeople etc. ...

Walmart -- 24 Terabytes. Geographic Information Systems. National Medical ... Used by people who deal with customers, products -- clerks, salespeople etc. ...

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5 AREAS WHERE B2B DATA CAN MAKE A SIGNIFICANT IMPACT ON YOUR BUSINESS PowerPoint PPT Presentation

5 AREAS WHERE B2B DATA CAN MAKE A SIGNIFICANT IMPACT ON YOUR BUSINESS - Data is an invaluable asset in today’s hyper-connected business landscape. With 1.7MB of data generated every second, the total data volume is projected to reach 200 billion terabytes by 2025. In this context, B2B data is critical in driving growth, fostering innovation, and enabling informed decision-making.

Data is an invaluable asset in today’s hyper-connected business landscape. With 1.7MB of data generated every second, the total data volume is projected to reach 200 billion terabytes by 2025. In this context, B2B data is critical in driving growth, fostering innovation, and enabling informed decision-making.

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Basic Things You Should Know About Data Science PowerPoint PPT Presentation

Basic Things You Should Know About Data Science - Around 6 billion and more devices connected to the internet at present, as much as 2.5 million terabytes of data are produced each day. By 2020, a lot more devices are expected to get linked, evaluating an estimate of around 30 million terabytes of data each day.

Around 6 billion and more devices connected to the internet at present, as much as 2.5 million terabytes of data are produced each day. By 2020, a lot more devices are expected to get linked, evaluating an estimate of around 30 million terabytes of data each day.

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New Streaming Algorithms for Fast Detection of Superspreaders PowerPoint PPT Presentation

New Streaming Algorithms for Fast Detection of Superspreaders - Processing Gigabytes or Terabytes of data is challenging ... Randomized algorithms like bitmap algorithms ( nS memory requirement) ...

Processing Gigabytes or Terabytes of data is challenging ... Randomized algorithms like bitmap algorithms ( nS memory requirement) ...

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How does WalMart use POS and Data Warehousing Systems PowerPoint PPT Presentation

How does WalMart use POS and Data Warehousing Systems - Wal-Mart Built a prototype system for Merchandising Division in later 1990 using ... Today, Wal-Mart DW has the storage of 101 terabytes. ...

Wal-Mart Built a prototype system for Merchandising Division in later 1990 using ... Today, Wal-Mart DW has the storage of 101 terabytes. ...

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Building%20BIG%20Data%20Servers%20on%20the%20Web PowerPoint PPT Presentation

Building%20BIG%20Data%20Servers%20on%20the%20Web - Flash Mob Supercomputer. 3 April 2004. Numbers. TeraBytes and Gigabytes are BIG! ... Public: Access to remote sensing data with no GIS expertise required ...

Flash Mob Supercomputer. 3 April 2004. Numbers. TeraBytes and Gigabytes are BIG! ... Public: Access to remote sensing data with no GIS expertise required ...

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XXDL and CSTC and Virginia Tech NSDL Fall 2000 PI Meeting September 2224, 2000 NSF, Arlington, VA PowerPoint PPT Presentation

XXDL and CSTC and Virginia Tech NSDL Fall 2000 PI Meeting September 2224, 2000 NSF, Arlington, VA - Use for campus collection management ... Knowledge Systems Incorporated is supplying VT-PetaPlex-1 with 2.5 terabytes through 100 nodes: ...

Use for campus collection management ... Knowledge Systems Incorporated is supplying VT-PetaPlex-1 with 2.5 terabytes through 100 nodes: ...

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Thank%20you! PowerPoint PPT Presentation

Thank%20you! - IMHO: The future of data mining. Is bright! fascinating applications (bio/medical/informatics) search engines - Terabytes of data ...

IMHO: The future of data mining. Is bright! fascinating applications (bio/medical/informatics) search engines - Terabytes of data ...

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Supercomputadoras PowerPoint PPT Presentation

Supercomputadoras - Storage Online: 440 terabytes of Fibre Channel RAID storage ... conocidas (Fedora, Red hat enterprise, Mandriva, Suse, Scientific, CentOS) ...

Storage Online: 440 terabytes of Fibre Channel RAID storage ... conocidas (Fedora, Red hat enterprise, Mandriva, Suse, Scientific, CentOS) ...

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Deel 2: Organisatie van de informatievoorziening PowerPoint PPT Presentation

Deel 2: Organisatie van de informatievoorziening - MIS, OLTP versus DSS, Group DSS, OLAP, Corporate Performance Management, data ... 200 Terabytes: Worldwide production of office documents (printer/copier) ...

MIS, OLTP versus DSS, Group DSS, OLAP, Corporate Performance Management, data ... 200 Terabytes: Worldwide production of office documents (printer/copier) ...

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Which are Spatial Data? PowerPoint PPT Presentation

Which are Spatial Data? - Which are Spatial Data? Names email address NASA satellites imagery Weather and Climate Data SSN Medical Imaging NASA satellites imagery - terabytes of data per day

Which are Spatial Data? Names email address NASA satellites imagery Weather and Climate Data SSN Medical Imaging NASA satellites imagery - terabytes of data per day

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Preservation of Electronic Mail PowerPoint PPT Presentation

Preservation of Electronic Mail - Preservation of Electronic Mail. Druscie Simpson. NC State Archives. November 19, 2004 ... Email generates about 400,000 terabytes of new information each year ...

Preservation of Electronic Mail. Druscie Simpson. NC State Archives. November 19, 2004 ... Email generates about 400,000 terabytes of new information each year ...

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Map Reduce: Simplified Processing on Large Clusters PowerPoint PPT Presentation

Map Reduce: Simplified Processing on Large Clusters - Input: GFS documents retrieved by the web crawlers about 20 terabytes of data. Benefits Simpler, smaller, more readable indexing code Many problems, ...

Input: GFS documents retrieved by the web crawlers about 20 terabytes of data. Benefits Simpler, smaller, more readable indexing code Many problems, ...

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Data Warehousing and Data Mining - range in size from megabytes to terabytes. high transaction throughput ... 'A data warehouse is a subject-oriented, integrated, time-variant and non ...

range in size from megabytes to terabytes. high transaction throughput ... 'A data warehouse is a subject-oriented, integrated, time-variant and non ...

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Bits, Bytes, KiloBytes, MegaBytes, GigaBytes PowerPoint PPT Presentation

Bits, Bytes, KiloBytes, MegaBytes, GigaBytes - Bits, Bytes, KiloBytes, MegaBytes, GigaBytes & TeraBytes. Bit. 0 or 1. Byte. Equivalent to 8 bits. KiloByte. 2 10 Bytes (approx. a thousand) K - Thousand 103. MegaByte ...

Bits, Bytes, KiloBytes, MegaBytes, GigaBytes & TeraBytes. Bit. 0 or 1. Byte. Equivalent to 8 bits. KiloByte. 2 10 Bytes (approx. a thousand) K - Thousand 103. MegaByte ...

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The%20Memory%20Hierarchy PowerPoint PPT Presentation

The%20Memory%20Hierarchy - devices: CD ROM 'juke boxes,' tape 'silo's.' Capacities in terabytes. Volatile vs. Non-Volatile ... Toy Example. 24 tuples with keys: ...

devices: CD ROM 'juke boxes,' tape 'silo's.' Capacities in terabytes. Volatile vs. Non-Volatile ... Toy Example. 24 tuples with keys: ...

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The NHS, Standards, Security PowerPoint PPT Presentation

The NHS, Standards, Security - ... bookings a day through Choose & Book. 1.7 million bookings made so ... over 300 terabytes of storage - equivalent to the contents of a book shelf 3000km long ...

... bookings a day through Choose & Book. 1.7 million bookings made so ... over 300 terabytes of storage - equivalent to the contents of a book shelf 3000km long ...

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Hardware - ... 64 4.4GHz processors 1.52 Terabytes memory 6 ft. tall with a 30 Sq. Ft. footprint 2.5 tons Computer power of 1500 industry-standard servers using 85% less power ...

... 64 4.4GHz processors 1.52 Terabytes memory 6 ft. tall with a 30 Sq. Ft. footprint 2.5 tons Computer power of 1500 industry-standard servers using 85% less power ...

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Artificial Intelligence Search I PowerPoint PPT Presentation

Artificial Intelligence Search I - BFS, UCS, DFS, DLS, IDS, BDS. Comparing Search Strategies ... depth d=12, DFS only requires 12 kilobytes instead of 111 terabytes for a BFS approach. ...

BFS, UCS, DFS, DLS, IDS, BDS. Comparing Search Strategies ... depth d=12, DFS only requires 12 kilobytes instead of 111 terabytes for a BFS approach. ...

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Introduction of Supercomputer Columbia PowerPoint PPT Presentation

Introduction of Supercomputer Columbia - PBS Pro job scheduler. Intel Fortran/C/C compiler. SGI ... Online: 440 terabytes of Fibre Channel RAID storage. Archive storage capacity: 10 petabytes ...

PBS Pro job scheduler. Intel Fortran/C/C compiler. SGI ... Online: 440 terabytes of Fibre Channel RAID storage. Archive storage capacity: 10 petabytes ...

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Exploitation of knowledge in video recordings Dr' Alexia Briassouli, Dr' Yiannis Kompatsiaris Multim PowerPoint PPT Presentation

Exploitation of knowledge in video recordings Dr' Alexia Briassouli, Dr' Yiannis Kompatsiaris Multim - ... of knowledge in video recordings. Dr. Alexia Briassouli, Dr. Yiannis Kompatsiaris ... 1-2 exabytes (millions of terabytes) of new information produced world ...

... of knowledge in video recordings. Dr. Alexia Briassouli, Dr. Yiannis Kompatsiaris ... 1-2 exabytes (millions of terabytes) of new information produced world ...

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IntroPart 1 - A database management system provides efficient, convenient, and safe shared (i. ... Massive - Database sizes in gigabytes and terabytes. ...

A database management system provides efficient, convenient, and safe shared (i. ... Massive - Database sizes in gigabytes and terabytes. ...

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The UK Particle Physics Tier1 Service PowerPoint PPT Presentation

The UK Particle Physics Tier1 Service - The LHC Service Challenge Timeline and Milestones ... of terabytes) relational databases will compliment the streamed physics data. ...

The LHC Service Challenge Timeline and Milestones ... of terabytes) relational databases will compliment the streamed physics data. ...

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How do We Make Grid Useful PowerPoint PPT Presentation

How do We Make Grid Useful - a global networking infrastructure connecting multiple high performance ... Argonne, and Caltech providing aggregated 14 teraflops and 450 terabytes. ...

a global networking infrastructure connecting multiple high performance ... Argonne, and Caltech providing aggregated 14 teraflops and 450 terabytes. ...

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Storage devices PowerPoint PPT Presentation

Storage devices - Storage devices Bits, Bytes, Kilobytes, MB, GB, Terabytes Hardware Moore s law Disks Internal hard disk 500 GB 2 TB (50-150 ) External hard disk 500 GB 2 ...

Storage devices Bits, Bytes, Kilobytes, MB, GB, Terabytes Hardware Moore s law Disks Internal hard disk 500 GB 2 TB (50-150 ) External hard disk 500 GB 2 ...

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Fast Approximate Wavelet Tracking on Streams PowerPoint PPT Presentation

Fast Approximate Wavelet Tracking on Streams - large volumes (~Terabytes/day) of monitoring data arriving at high rates that ... fast per stream-item process time (sublinear in required memory) ...

large volumes (~Terabytes/day) of monitoring data arriving at high rates that ... fast per stream-item process time (sublinear in required memory) ...

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Structured Data Archiving in the Cloud PowerPoint PPT Presentation

Structured Data Archiving in the Cloud - e.g reporting & peak processing. Data Volume Issues. How to transfer in terabytes of data? ... Theoretical solution: homomorphic encryption! ...

e.g reporting & peak processing. Data Volume Issues. How to transfer in terabytes of data? ... Theoretical solution: homomorphic encryption! ...

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CS 640: Introduction to Computer Networks PowerPoint PPT Presentation

CS 640: Introduction to Computer Networks - Today: Corruption rare, b/w cheap. Different options handling ... 'Who's serving 5 terabytes of briney spars photos??') Usually sampled, coarse-grained ...

Today: Corruption rare, b/w cheap. Different options handling ... 'Who's serving 5 terabytes of briney spars photos??') Usually sampled, coarse-grained ...

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Jerry Held - Oracle & HP: Uniquely Addressing Business ... now in the 10s of Terabytes on Oracle on HP ... Industry leading HP OpenView optimized for Oracle ...

Oracle & HP: Uniquely Addressing Business ... now in the 10s of Terabytes on Oracle on HP ... Industry leading HP OpenView optimized for Oracle ...

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Multiple Alignment PowerPoint PPT Presentation

Multiple Alignment - Time O(L3), memory O(L3) Multidimensional DP. Time O(LN) ... k=kilobytes. M=megabytes. G=gigabytes. T=terabytes. P=petabytes. E=exabytes. Progressive alignment ...

Time O(L3), memory O(L3) Multidimensional DP. Time O(LN) ... k=kilobytes. M=megabytes. G=gigabytes. T=terabytes. P=petabytes. E=exabytes. Progressive alignment ...

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El diseo maestro de diapositivas Es til para revisiones y probar el proyector PowerPoint PPT Presentation

El diseo maestro de diapositivas Es til para revisiones y probar el proyector - El dise o maestro de diapositivas. Es til para revisiones y ... Incluido. S . 16 terabytes. 5. 4. Enterprise. Grupo para el almacenamiento de recuperaci n ...

El dise o maestro de diapositivas. Es til para revisiones y ... Incluido. S . 16 terabytes. 5. 4. Enterprise. Grupo para el almacenamiento de recuperaci n ...

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iMap - iMap. WebMap Composer. Servers (WMS) Clients (WMS, Catalog) Image Web Server. CapCorp SIS ... Efficiently serves data from massive images (up to terabytes per image) ...

iMap. WebMap Composer. Servers (WMS) Clients (WMS, Catalog) Image Web Server. CapCorp SIS ... Efficiently serves data from massive images (up to terabytes per image) ...

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Globus Data Services for Science PowerPoint PPT Presentation

Globus Data Services for Science - During science runs, produce up to 2 terabytes per day ... Starting to deploy the Globus Monitoring and Discovery Service. Earth System Grid objectives ...

During science runs, produce up to 2 terabytes per day ... Starting to deploy the Globus Monitoring and Discovery Service. Earth System Grid objectives ...

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Meteorology and Space Weather Data Mining Portal PowerPoint PPT Presentation

Meteorology and Space Weather Data Mining Portal - ... clusters with terabytes of high-resolution meteorological and space weather ... (VERY HIGH TEMPERATURE) and (VERY HIGH HUMIDITY) Working with Environmental ...

... clusters with terabytes of high-resolution meteorological and space weather ... (VERY HIGH TEMPERATURE) and (VERY HIGH HUMIDITY) Working with Environmental ...

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Data Preparation Services - An Optimized Solution for Every Type of Business PowerPoint PPT Presentation

Data Preparation Services - An Optimized Solution for Every Type of Business - Did you know that, on average, a Tesla car generates 2-5 terabytes of data every week? Each car contains 8 cameras that collate different types of information ranging from GPS, traffic, weather, object map to other connected cars’ data.

Did you know that, on average, a Tesla car generates 2-5 terabytes of data every week? Each car contains 8 cameras that collate different types of information ranging from GPS, traffic, weather, object map to other connected cars’ data.

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1 - Systems that analyse and understand multimedia and multimodal digital information ... will be managing terabytes of videos, music, photos, and documents every day ...

Systems that analyse and understand multimedia and multimodal digital information ... will be managing terabytes of videos, music, photos, and documents every day ...

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STAR Data Statistics PowerPoint PPT Presentation

STAR Data Statistics - FY'01-'02 STAR Data Taken. AuAu Running : 21 Million Events 69 Terabytes ... Boundary Conditions. June 01- March 02 with a 3 wk pp-dev period. RHIC * STAR Duty ...

FY'01-'02 STAR Data Taken. AuAu Running : 21 Million Events 69 Terabytes ... Boundary Conditions. June 01- March 02 with a 3 wk pp-dev period. RHIC * STAR Duty ...

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ATLAS Tier 2 Status (IU/BU) J. Shank Boston University iVDGL Facilities Workshop (March 20-22, 2002) BNL PowerPoint PPT Presentation

ATLAS Tier 2 Status (IU/BU) J. Shank Boston University iVDGL Facilities Workshop (March 20-22, 2002) BNL - The 100 Terabyte mass store will be upgraded to 150 Terabytes. ... Software includes: Globus 1.1.4. Condor 6.2. PBS. AFS connectivity to BNL & CERN. Pacman. GDMP ...

The 100 Terabyte mass store will be upgraded to 150 Terabytes. ... Software includes: Globus 1.1.4. Condor 6.2. PBS. AFS connectivity to BNL & CERN. Pacman. GDMP ...

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Bigdata Greenplum DBA Online Training PowerPoint PPT Presentation

Bigdata Greenplum DBA Online Training - Mindmajix offers Bigdata Greenplum DBA Online Training, Greenplum Database manages, stores and analyzes terabytes to petabytes of data in large-scale. To Learn More Follow Below Link: http://bit.ly/15wqLU8

Mindmajix offers Bigdata Greenplum DBA Online Training, Greenplum Database manages, stores and analyzes terabytes to petabytes of data in large-scale. To Learn More Follow Below Link: http://bit.ly/15wqLU8

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EGovernment - Army Knowledge Online (AKO) Portal consist of over 70 terabytes of information. ... Access to e-mail, numerous army sites, and military information. ...

Army Knowledge Online (AKO) Portal consist of over 70 terabytes of information. ... Access to e-mail, numerous army sites, and military information. ...

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Efficient Processing of Pathological Images Using the Grid: ComputerAided Prognosis of Neuroblastoma PowerPoint PPT Presentation

Efficient Processing of Pathological Images Using the Grid: ComputerAided Prognosis of Neuroblastoma - A typical image repository contains data whose size is in the order of Terabytes ... Share a common code repository allowing reusability of the developed codes ...

A typical image repository contains data whose size is in the order of Terabytes ... Share a common code repository allowing reusability of the developed codes ...

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PeertoPeer P2P and Sensor Networks PowerPoint PPT Presentation

PeertoPeer P2P and Sensor Networks - http://www.ecse.rpi.edu/Homepages/shivkuma ... 10 billions of Mhz CPUs. 10000 terabytes of storage. Clients are not that dumb after all ...

http://www.ecse.rpi.edu/Homepages/shivkuma ... 10 billions of Mhz CPUs. 10000 terabytes of storage. Clients are not that dumb after all ...

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CS621 : Seminar2008 PowerPoint PPT Presentation

CS621 : Seminar2008 - Deep Web consists of 91,000 terabytes of data whereas surface web contains ... is an implementation of a Web crawler uses human expertise or machine guidance ...

Deep Web consists of 91,000 terabytes of data whereas surface web contains ... is an implementation of a Web crawler uses human expertise or machine guidance ...

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PeertoPeer P2P Computing PowerPoint PPT Presentation

PeertoPeer P2P Computing - On a typical day KaZaA has over 3 million active users, and over 500 TeraBytes of content ... Lawsuit against KaZaA eventually successful. software comes with ...

On a typical day KaZaA has over 3 million active users, and over 500 TeraBytes of content ... Lawsuit against KaZaA eventually successful. software comes with ...

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Information Retrieval and Web Search PowerPoint PPT Presentation

Information Retrieval and Web Search - Slide 2. The Web (Corpus) by the Numbers (1) 43 million web servers. 167 Terabytes of data ... http://www.sims.berkeley.edu/research/projects/how-much-info-2003 ...

Slide 2. The Web (Corpus) by the Numbers (1) 43 million web servers. 167 Terabytes of data ... http://www.sims.berkeley.edu/research/projects/how-much-info-2003 ...

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Grid Computing and the NorduGrid PowerPoint PPT Presentation

Grid Computing and the NorduGrid - Grid is a technology to share and seamlessly access computing resources of the world ... 13.6 teraflops of Linux clusters. 450 terabytes of data storage. 4 sites ...

Grid is a technology to share and seamlessly access computing resources of the world ... 13.6 teraflops of Linux clusters. 450 terabytes of data storage. 4 sites ...

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FreeCache - ... Archive has 300 TeraBytes of free content (web, movies, audio, books), some ... of the Commons (1000 hits from 1 host should not outweigh 100 from 100 hosts; ...

... Archive has 300 TeraBytes of free content (web, movies, audio, books), some ... of the Commons (1000 hits from 1 host should not outweigh 100 from 100 hosts; ...

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Online Science The WorldWide Telescope Archetype PowerPoint PPT Presentation

Online Science The WorldWide Telescope Archetype - 40,000 square degrees is 2 Trillion pixels. One band (at 1 sq arcsec) 4 Terabytes ... Build custom portals in days from existing building blocks (like today in ...

40,000 square degrees is 2 Trillion pixels. One band (at 1 sq arcsec) 4 Terabytes ... Build custom portals in days from existing building blocks (like today in ...

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A Unique Opportunity in Biological Information Standards C' Forbes Dewey, Jr' Massachusetts Institut PowerPoint PPT Presentation

A Unique Opportunity in Biological Information Standards C' Forbes Dewey, Jr' Massachusetts Institut - bovine endothelium. mouse fibroblast. 0. 0.1. 0.2. 0.3. 0.4. 0.6. x. human melanoma. x. x. G. G ... Terabytes in every lab Petabytes at national labs. Large ...

bovine endothelium. mouse fibroblast. 0. 0.1. 0.2. 0.3. 0.4. 0.6. x. human melanoma. x. x. G. G ... Terabytes in every lab Petabytes at national labs. Large ...

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Terabytes PowerPoint PPT Presentations