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Class of parallel computing applications
Data-intensive computing is a class of parallel computing applications which use a data parallel approach to process large volumes of data typically terabytes
Data-intensive_computing
Parallelization across multiple processors in parallel computing environments
ISSN 0018-9340. Handbook of Cloud Computing, "Data-Intensive Technologies for Cloud Computing," by A.M. Middleton. Handbook of Cloud Computing. Springer, 2010. Hillis
Data_parallelism
Category of programming languages
example of a declarative, data-centric language. Declarative, data-centric programming languages are ideal for data-intensive computing applications. The rapid
Data-centric programming language
Data-centric_programming_language
Facility used to house computer servers
Furht, Borko; Escalante, Armando (December 9, 2011). Handbook of Data Intensive Computing. Springer Science & Business Media. p. 17. ISBN 978-1-4614-1414-8
Data_center
Astrophysicist, researcher (born 1949)
international leader in astronomy, cosmology, the science of big data, and data-intensive computing. In 2023, he was elected to the National Academy of Sciences
Alex_Szalay
American computer scientist and bioinformatician
University of Chicago. His primary research interests are data science and data-intensive computing. Grossman has worked in several fields. His early work
Robert_L._Grossman
Information-technology database concept
Data-centric computing is an emerging concept that has relevance in information architecture and data center design. It describes an information system
Data-centric_computing
Type of computer memory introduced 2014
applications from high-performance gaming to data-intensive computing tasks. In April 2013, a news writer at International Data Group (IDG) – an American technology
DDR4_SDRAM
British computer scientist and physicist
known for his contributions to parallel computing, data-intensive computing, and high-performance computing (HPC). He is a professor at the Computer
Geoffrey_C._Fox
High-performance computer cluster
(High-Performance Computing Cluster), also known as DAS (Data Analytics Supercomputer), is an open source, data-intensive computing system platform developed
HPCC
Storage connectivity product manufacturer
Technology, Inc. is a manufacturer of storage connectivity products for data-intensive computing. ATTO manufactures Fibre Channel and SAS/SATA host bus adapters
ATTO_Technology
Proposed orbital infrastructure
which would rely on space-based data processing to continuously track targets. Early thinking about space-based computing infrastructure grew out of mid-20th-century
Space-based_data_center
Organization of collected data
October 2016. Furht, Borko; Armando Escalante (2011). Handbook of Data Intensive Computing. Springer Science & Business Media. p. 32. ISBN 9781461414155.
Data_curation
File system that allows many clients to have access
benefit from compute-intensive business. Cloud computing also offers an opportunity to many third-world countries that wouldn't have such computing resources
Distributed file system for cloud
Distributed_file_system_for_cloud
Supercomputer at UC San Diego
high performance computing, grid computing, computational biology, geoinformatics, computational physics, computational chemistry, data management, scientific
San Diego Supercomputer Center
San_Diego_Supercomputer_Center
Open-source distributed SQL query engine
carried out on multiple threads. Presto (SQL query engine) Big data Data Intensive Computing Apache Drill Computer cluster "Overview — Trino 468 Documentation"
Trino_(SQL_query_engine)
Farm architecture it implements. Grid Datafarm is a petascale data-intensive computing project initiated in Japan. The project is a collaboration among
Gfarm_file_system
Distributed computing paradigm
Edge computing is a distributed computing model that brings computation and data storage closer to the sources of data. More broadly, it refers to any
Edge_computing
Distributed query engine
separation of compute and storage and may be deployed on-premises or using cloud computing. Apache Drill Big data Data-intensive computing Trino (SQL query
Presto_(SQL_query_engine)
Interface between statistics and computer science
scientific computing) specific to the mathematical science of statistics. This area is fast developing. The view that the broader concept of computing must
Computational_statistics
Field of study to extract knowledge from data
Data science is an interdisciplinary academic field that uses statistics, scientific computing, scientific methods, processing, scientific visualization
Data_science
Distributed data processing framework
and regular HTTP for an API Big data Data-intensive computing HPCC – LexisNexis Risk Solutions High Performance Computing Cluster Hypertable – HBase alternative
Apache_Hadoop
American computer scientist
researcher who has made an outstanding contribution to the field of data-intensive computing. Award recipients are selected for their ground-breaking, fundamental
Jim_Gray_(computer_scientist)
Research division of Microsoft
Shanghai). Its focus includes natural user interfaces, multimedia, data-intensive computing, search and online advertising, natural language processing, and
Microsoft_Research
applications, data-intensive computing, and large scale genomic and biomedical applications. He was the director of the High Performance Computing Lab at the
Ümit_Çatalyürek
Open-source software project
"Programming Abstractions for Data Intensive Computing on Clouds and Grids", 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, p. 478
Hypertable
High-performance computing center
provides advanced computing services to researchers in the Earth system sciences. NWSC provides researchers' needs for computing, data analysis, and scientific
NCAR-Wyoming Supercomputing Center
NCAR-Wyoming_Supercomputing_Center
Form of shared internet-based computing
concert to perform very large tasks. Fog computing – Distributed computing paradigm that provides data, compute, storage and application services closer
Cloud_computing
Numerical programming library for the OCaml programming language
Owl Scientific Computing is a software system for scientific and engineering computing developed in the Department of Computer Science and Technology
Owl_Scientific_Computing
Computer science award
linear systems and data mining." 2015 Alex Szalay. "For his outstanding contributions to the development of data-intensive computing systems and on the
Sidney_Fernbach_Award
Environment ICT - Information Society Visual and Data-Intensive Computing CRS4 is one of the major Italian Computing Centers and is equipped with the first Genotyping
CRS4
Use of widely distributed computer resources to reach a common goal
Grid computing is the use of widely distributed computer resources to reach a common goal. A computing grid can be thought of as a distributed system
Grid_computing
Kahlert School of Computing and executive director and chair of computational science and engineering at the Scientific Computing and Imaging Institute
Manish_Parashar
the 2010s with the growth of data-intensive computing and AI applications. Early development of high-performance computing in Taiwan was driven by academic
Supercomputing_in_Taiwan
Combined bridging and routing protocol
RFC 6325. Borivoje Furht; Armando Escalante (2011). Handbook of Data Intensive Computing. Springer. p. 16. ISBN 978-1-4614-1415-5. Hollingsworth, Tom (29
TRILL
Global data and analytics company
collections. In 2000, LexisNexis also launched HPCC Systems, its data-intensive computing system platform. In 1994, Reed Business Information (later Reed
LexisNexis_Risk_Solutions
Business intelligence software
Performance Computing Cluster Sector/Sphere - open-source distributed storage and processing Cloud computing Big data Data-intensive computing The Apache
Pentaho
Type of distributed computing
Jungle computing is a form of high performance computing that distributes computational work across cluster, grid and cloud computing. The increasing complexity
Jungle_computing
Small-scale cloud datacenter
the cloudlet is supporting resource-intensive and interactive mobile applications by providing powerful computing resources to mobile devices with lower
Cloudlet
Cloud computing concept
Patrick; Mattoso, Marta (2015). "A Survey of Data-Intensive Scientific Workflow Management". Journal of Grid Computing. 13 (4): 457–493. doi:10.1007/s10723-015-9329-8
Multisite_cloud
Virtual object storage software
Dr. Moore became a full-time professor there establishing the Data Intensive Computing Environments (DICE) Center, continuing development of SRB. In that
Nirvana_(software)
Software engineering approach to designing and developing information systems
and data science, which often involves machine learning. Making the data usable usually involves substantial computing and storage, as well as data processing
Data_engineering
American technology company
Atlantic Crypto in 2017 and focused on high-performance computing, CoreWeave has its own data centers operating in the United States and Europe, with
CoreWeave
System with multiple networked computers
spatial data Jungle computing – Type of distributed computing Layered queueing network Library Oriented Architecture (LOA) List of distributed computing conferences
Distributed_computing
government organizations are investing in cloud computing research: In October 2007, the Academic Cloud Computing Initiative (ACCI) was announced as a multi-university
Cloud_computing_research
American computer scientist (born 1952)
in 2004, Bryant has been promoting new research initiatives in data-intensive computing. Bryant and Professor David R. O'Hallaron at Carnegie Mellon University
Randal_Bryant
In artificial intelligence and cloud computing, compute is the amount of computing power or computational resources required to train machine learning
Compute_(machine_learning)
Secondary education program and research center
York University Center for Data Science (CDS) is a unit within the Courant Institute School of Mathematics, Computing, and Data Science at New York University
New York University Center for Data Science
New_York_University_Center_for_Data_Science
Open-source repository system
Retrieved June 13, 2012. Acs, B., et al., A general approach to data-intensive computing using the Meandre component-based framework. Wands '10 Proceedings
Fedora_Commons
Specialized data centers designed for artificial intelligence
An AI data center is a specialized data center facility designed for the computationally intensive tasks of training and running artificial intelligence
AI_data_center
Disciplines of managing data as a resource
analyzed for decision making. The concept of data management emerged alongside the evolution of computing technology. In the 1950s, as computers became
Data_management
Cloud computing architecture refers to the components and subcomponents required for cloud computing. These components typically consist of a front end
Cloud_computing_architecture
IEEE standard for Shortest Path Bridging
service (link) Borivoje Furht; Armando Escalante (2011). Handbook of Data Intensive Computing. Springer. p. 16. ISBN 978-1-4614-1415-5. Roger Lapuh; Paul Unbehagen;
IEEE_802.1aq
American fabless semiconductor company
central processing units (CPUs) with high core counts for use in cloud computing and data center environments. Founded in 2017 by former Intel president Renée
Ampere_Computing
Person skilled in information technology
hackathon is an event in which participants collaborate intensively on software, hardware, data, or design projects over a short period.[citation needed]
Hacker
System that provides database services specifically for arrays
Arrays). Oracle GeoRaster MonetDB/SciQL PostGIS rasdaman SciDB Data Intensive Computing Chock, M., Cardenas, A., Klinger, A.: Database structure and manipulation
Array_DBMS
Use of a GPU for computations typically assigned to CPUs
supercomputing it is well-known that scientific computing drives the largest concentrations of Computing power in history, listed in the TOP500: the majority
General-purpose computing on graphics processing units
General-purpose_computing_on_graphics_processing_units
American computer programmer
inthedc.com. 2016-04-26. "TACC's "Wrangler" Uses DSSD Technology for Data-Intensive Computing". insidehpc.com. 2015-04-22. "TACC Recognized in HPCwire Readers'
Mike_Shapiro_(programmer)
Open-source software framework
with Drill. Free and open-source software portal Cloud computing Big data Data Intensive Computing Friedman, Ellen (21 Sep 2015). "Apache Drill: Tracking
Apache_Drill
Type of database that uses vectors to represent other data
images, audio, and other types of data, can all be vectorized. These feature vectors may be computed from the raw data using machine learning methods such
Vector_database
Set of computers configured in a distributed computing system
and scheduled by software. The newest manifestation of cluster computing is cloud computing. The components of a cluster are usually connected to each other
Computer_cluster
Dutch-American computer scientist
the Square Kilometre Array radio telescope project, focusing on data-intensive computing challenges. He has also served as a consultant to partners in the
Peter_Braam
Activity involving calculations or computing machinery
Computing is any goal-oriented activity that requires, benefits from, or creates computing machinery. It includes the study and experimentation of algorithmic
Computing
Type of extremely powerful computer
2015). "Data-Intensive HPC Tasks Scheduling with SDN to Enable HPC-as-a-Service". 2015 IEEE 8th International Conference on Cloud Computing. pp. 596–603
Supercomputer
American multinational technology company
(SoCs), and application programming interfaces (APIs) for data science, high-performance computing, artificial intelligence (AI), and mobile and automotive
Nvidia
Knowledge Intensive Business Services (commonly known as KIBS) are services and business operations heavily reliant on professional knowledge. They are
Knowledge intensive business services
Knowledge_intensive_business_services
Computational science concept
computing (MTC)[excessive citations] in computational science is an approach to parallel computing that aims to bridge the gap between two computing paradigms:
Many-task_computing
Transfer of computational tasks to a separate processor or an external platform
and mathematical calculations. Offloading computing to an external platform over a network can provide computing power and overcome hardware limitations
Computation_offloading
Sharing information to ensure consistency in computing
Replication in computing refers to maintain multiple copies of data, processes, or resources to ensure consistency across redundant components. This fundamental
Replication_(computing)
56 (2): 74–80. doi:10.1145/2408776.2408794. Kleppmann, Martin (2017). Designing Data-Intensive Applications. O'Reilly Media. ISBN 978-1449373320. v t e
Tail_latency
Effort to provide access to high-throughput computing resources across Europe
Infrastructure) is a federation of computing and storage resource providers that deliver advanced computing and data analytics services for research and
European_Grid_Infrastructure
Electrical component for processing data
In computing and computer science, a processor or processing unit is an electrical component (digital circuit) that performs operations on an external
Processor_(computing)
Need to sacrifice consistency or availability in the presence of network partitions
for Availability in Distributed Systems". hdl:1813/7235. Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable
CAP_theorem
Technical concept, the evolution of Cloud Computing
Sky computing is a paradigm that aims to develop the cloud computing model further. It aims to combine existing clouds of different service providers into
Sky_computing
Grid computing software
known as ARC Computing Element (ARC-CE). ARC-CE functionality includes data staging and caching, developed in order to support data-intensive distributed
Advanced_Resource_Connector
Model of computer data storage
Storage Cloud computing Cooperative storage cloud Fog computing Edge computing Mobile edge computing Dew computing Distributed networking Data cluster Directory
Cloud_storage
Single instance of a software that serves multiple tenants
2nd International Conference on Cloud Computing and Services Science (CLOSER 2012). Conference on Cloud Computing and Services Science. SciTePress. Archived
Multitenancy
Computer systems capable of one exaFLOPS
Exascale computing refers to computing systems capable of calculating at least 1018 IEEE 754 double precision (64-bit) operations (multiplications and/or
Exascale_computing
Volunteer computing project
years' worth of accumulated data. However, the team left open the possibility of eventually resuming volunteer computing using data from other radio telescopes
SETI@home
Use of automated methods to process commercial data
results. Computing Data processing Data processing system Information technology Illingworth, Valerie (11 December 1997). Dictionary of Computing. Oxford
Electronic_data_processing
Supercomputer in Jülich, Germany
high-speed solutions to handle vast amounts of data, providing rapid data access and retrieval to support intensive computational tasks. The network infrastructure
Jupiter_(supercomputer)
Degree to which a computer system can adapt to workload changes
characteristic that differentiates cloud computing from previously proposed distributed computing paradigms, such as grid computing. The dynamic adaptation of capacity
Elasticity_(computing)
Cloud computing platform by IBM
Cloud offers standard cloud computing services including: AI and Data: Including watsonx, Instruct Lab on IBM Cloud Compute: Virtual servers, bare metal
IBM_Cloud
Intensive care for newborn infants
A neonatal intensive care unit (NICU), a.k.a. an intensive care nursery (ICN), is an intensive care unit (ICU) specializing in the care of ill or premature
Neonatal_intensive_care_unit
combine ideas from three areas (semi-structured data, parallel databases, and data-intensive computing) in order to create an open-source platform that
University of California, Institute for Prediction Technology
University_of_California,_Institute_for_Prediction_Technology
2023 Yongwei Wu For contributions to high-performance data storage and data-intensive computing systems 2009 Hans Wunderlich For contributions to
List of fellows of IEEE Computer Society
List_of_fellows_of_IEEE_Computer_Society
Science done using systematically-complex computation
computationally intensive scientific research in highly distributed network environments. This form of science involves the use of substantial data sets that
E-Science
Open source software suite
LexisNexis Risk Solutions High Performance Computing Cluster Cloud computing Big data Data Intensive Computing Yunhong Gu, Robert Grossman, Sector and Sphere:
Sector/Sphere
Control device attached to weaving looms
operator, the draw boy, not the weaver. The work was slow and labour-intensive, and the complexity of the pattern was limited by practical factors. The
Jacquard_machine
Range of mainframe-class supercomputers
computer architecture of choice for scientific and mathematically intensive computing. They were used for modeling fluid flow, material science stress
CDC_Cyber
Environmentally sustainable computing and information technology
the study and practice of environmentally sustainable computing or IT. The goals of green computing include optimising energy efficiency during the product's
Green_computing
Storage of digital data readable by computers
(2011). "A Cloud Environment for Data-intensive Storage Services". 2011 IEEE Third International Conference on Cloud Computing Technology and Science. pp. 357–366
Computer_data_storage
Database running on a cloud computing platform
with their local persistent storage in a data intensive cloud". International Journal of High Performance Computing and Networking. 10 (1) 83213: 134. doi:10
Cloud_database
Type of machine learning model
Programming". CHI Conference on Human Factors in Computing Systems Extended Abstracts. Association for Computing Machinery. pp. 1–10. doi:10.1145/3491101.3519729
Large_language_model
Consistency model used in distributed computing to achieve high availability
distributed computing to achieve high availability. An eventually consistent system ensures that if no new updates are made to a given data item, eventually
Eventual_consistency
Mobile Cloud Computing (MCC) is the combination of cloud computing and mobile computing to bring rich computational resources to mobile users, network
Mobile_cloud_computing
Practice of running a website using a private web server
control. Self-hosting allows users to have more control over their data, privacy, and computing infrastructure, as well as potentially saving costs and improving
Self-hosting_(network)
Processing a software job non-interactively
transitioning from batch processing to interactive computing. From the late 1960s onwards, interactive computing such as via text-based computer terminal interfaces
Batch_processing
Parallel computing platform and programming model
CUDA (Compute Unified Device Architecture) is a proprietary parallel computing platform and application programming interface (API) developed by the American
CUDA
Person performing mathematical calculations, before electronic calculators
Signal Corps used a small computing staff that processed data that had to be collected quickly and finished in "intensive two-hour shifts". Each individual
Computer_(occupation)
DATA INTENSIVE-COMPUTING
DATA INTENSIVE-COMPUTING
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Girl/Female
Biblical
Large, extensive.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Male
Irish
Irish Gaelic name MAC DARA means "son of oak." This is the name of a patron saint and is still common in Ireland, especially in Connemara.
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Male
Turkish
Turkish name ATA means "ancestor."
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
DATA INTENSIVE-COMPUTING
DATA INTENSIVE-COMPUTING
Biblical
the neck or skull
Surname or Lastname
English
English : variant spelling of the habitational name Burnham.
Female
Italian
Feminine form of Italian Enrico, ENRICA means "home-ruler."
Girl/Female
Indian, Sanskrit
Diamond Like
Girl/Female
Tamil
Panishka | பநீஷà¯à®•à®¾Â
Girl/Female
Tamil
From a good family
Male
English
Variant spelling of Middle English Edwin, EDWYN means "rich friend."
Boy/Male
Muslim
Replacement
Boy/Male
Muslim
Favor, Good, Goodness
Boy/Male
Hindu, Indian, Traditional
Lord Shiva
DATA INTENSIVE-COMPUTING
DATA INTENSIVE-COMPUTING
DATA INTENSIVE-COMPUTING
DATA INTENSIVE-COMPUTING
DATA INTENSIVE-COMPUTING
v. t.
To note the time of writing or executing; to express in an instrument the time of its execution; as, to date a letter, a bond, a deed, or a charter.
n.
That which intensifies or emphasizes; an intensive verb or word.
n.
A straining, stretching, or bending; the state of being strained; as, the intension of a musical string.
a.
Having wide extent; of much superficial extent; expanded; large; broad; wide; comprehensive; as, an extensive farm; an extensive lake; an extensive sphere of operations; extensive benevolence; extensive greatness.
a.
Serving to give force or emphasis; as, an intensive verb or preposition.
a.
Adding intensity; intensifying.
a.
Able and apt to invent; quick at contrivance; ready at expedients; as, an inventive head or genius.
a.
Stretched; admitting of intension, or increase of degree; that can be intensified.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
a.
Characterized by persistence; intent; unremitted; assiduous; intense.
v. t.
To render more intense; as, to intensify heat or cold; to intensify colors; to intensify a photographic negative; to intensify animosity.
n.
The state or quality of being intense; intenseness; extreme degree; as, intensity of heat, cold, mental application, passion, etc.
n.
The quality or state of being intensive; intensity.
a.
Increasing the force or intensity of; intensive; as, the intensitive words of a sentence.
a.
Strained; tightly drawn; kept on the stretch; strict; very close or earnest; as, intense study or application; intense thought.
a.
Extreme in degree; excessive; immoderate; as: (a) Ardent; fervent; as, intense heat. (b) Keen; biting; as, intense cold. (c) Vehement; earnest; exceedingly strong; as, intense passion or hate. (d) Very severe; violent; as, intense pain or anguish. (e) Deep; strong; brilliant; as, intense color or light.
n.
The fruit of the date palm; also, the date palm itself.
v. t.
To intensify.
adv.
In an intensive manner; by increase of degree.
v. i.
To become intense, or more intense; to act with increasing power or energy.