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Computational science concept
Many-task computing (MTC)[excessive citations] in computational science is an approach to parallel computing that aims to bridge the gap between two computing
Many-task_computing
Type of system using parallel computing
There are many differences between high-throughput computing, high-performance computing (HPC), and many-task computing (MTC). HPC tasks are characterized
High-throughput_computing
Computing with supercomputers and clusters
administration (including network and security knowledge), parallel computing and distributed computing into a multidisciplinary field that combines digital electronics
High-performance_computing
Computer program that runs as a background process
programs by performing some task. Daemons such as cron may also perform defined tasks at scheduled times. In the context of computing, the word is generally
Daemon_(computing)
Programming paradigm in which many processes are executed simultaneously
parallel computing: bit-level, instruction-level, data, and task parallelism. Parallelism has long been employed in high-performance computing, but has
Parallel_computing
Server software
XMPP-based framework for many task computing applications". MTAGS '09: Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers
Ejabberd
Computing resource shared by concurrent users
In computing, time-sharing is the concurrent sharing of a computing resource among many tasks or users by giving each task or user a small slice of processing
Time-sharing
Digital workload distribution techniques
In computing, load balancing is the process of distributing a set of tasks over a set of resources (computing units) with the aim of making their overall
Load_balancing_(computing)
Use of widely distributed computer resources to reach a common goal
that involve many files. Grid computing is distinguished from conventional high-performance computing systems such as cluster computing in that grid computers
Grid_computing
Form of parallelization of computer code
across multiple processors in parallel computing environments. Task parallelism focuses on distributing tasks—concurrently performed by processes or threads—across
Task_parallelism
Framework and distributed processing engine
data processing in the cloud. In Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers (MTAGS '09). ACM, New York, NY, USA,
Apache_Flink
Computer hardware technology that uses quantum mechanics
experimental and only suitable for specialized tasks. The basic unit of information in quantum computing, the qubit (or "quantum bit"), serves the same
Quantum_computing
Temporarily interrupting a computer task
In computing, preemption is the act performed by an external scheduler — without assistance or cooperation from the task — of temporarily interrupting
Preemption_(computing)
Type of multilevel scheduling
Supercomputing Infrastructures for Large-Scale Scientific Computing, ACM 6th Workshop on Many-Task Computing on Clouds, Grids, and Supercomputers (MTAGS'13) held
Pilot_job
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
Programmable machine that processes data
of the analytical engine's computing unit (the mill) in 1888. He gave a successful demonstration of its use in computing tables in 1906. In his work
Computer
Cloud-computing platform for managing heterogeneous distributed infrastructure
OpenNebula is an open source cloud computing platform for managing heterogeneous data center, public cloud and edge computing infrastructure resources. OpenNebula
OpenNebula
analysis," by A. Yoo, and I. Kaplan. Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers, MTAGS, 2009 "Acquisition of Seisint"
ECL (data-centric programming language)
ECL_(data-centric_programming_language)
Concept in software engineering and computer science
Ubiquitous computing (or "ubicomp") is a concept in software engineering, hardware engineering and computer science where computing is made to appear seamlessly
Ubiquitous_computing
Form of shared internet-based computing
in concert to perform very large tasks. Fog computing – Distributed computing paradigm that provides data, compute, storage and application services
Cloud_computing
Computational task
In computing, a job is a unit of work or unit of execution (that performs that work). A component of a job (as a unit of work) is called a task or a step
Job_(computing)
System with multiple networked computers
systems to solve computational problems. In distributed computing, a problem is divided into many tasks, each of which is solved by one or more computers,
Distributed_computing
Free and open-source cloud computing management platform
of Computing Clusters for Loosely-Coupled MTC Applications", Transactions on Parallel and Distributed Systems. Special Issue on Many Task Computing (in
OpenQRM
Method of concurrent computing
distributes tasks to the clients. Through sideband computing method, any network server which has a lot of clients can form into a large-scale super-computing network
Sideband_computing
Open internet standards organization
The Internet Engineering Task Force (IETF) is a standards organization for the Internet responsible for the technical standards of the Internet protocol
Internet Engineering Task Force
Internet_Engineering_Task_Force
Status register of x86 architecture
auxiliary carry (or half carry), zero and sign flags are included in many architectures (many modern (RISC) architectures do not have flags, such as carry, and
FLAGS_register
Set of computers configured in a distributed computing system
to perform the same task, controlled and scheduled by software. The newest manifestation of cluster computing is cloud computing. The components of a
Computer_cluster
Study of hardware and software systems that have a "real-time constraint"
Real-time computing (RTC) is the computer science term for hardware and software systems subject to a "real-time constraint", for example from event to
Real-time_computing
Automated configuration, coordination, and management of computer systems and software
International Conference on Cloud Computing Technology and Science. IEEE Third International Conference on Cloud Computing Technology and Science (CloudCom)
Orchestration_(computing)
Executing several computations during overlapping time periods
Concurrent computing is a form of computing in which several computations are executed concurrently—during overlapping time periods—instead of sequentially—with
Concurrent_computing
Particular execution of a computer program
In computing, a process is the instance of a computer program that is being executed by one or many threads. There are many different process models, some
Process_(computing)
Electrical component for processing data
responsible for executing program instructions. They perform general-purpose computing tasks using two main components: the arithmetic logic unit (ALU), which performs
Processor_(computing)
Any computer program for end-user use
represents the user-facing layer of computing systems, designed to translate complex system capabilities into task-oriented, goal-driven workflows. Unlike
Application_software
Game company started in 1979 by Allen Eldridge and Stephen Cole
Task Force Games was a game company started in 1979 by Allen Eldridge and Stephen V. Cole. TFG published many games, most notably including both Star
Task_Force_Games
Computer system simulating intelligence
soft computing techniques, which are used in artificial intelligence on the one hand and computational intelligence on the other. In hard computing (HC)
Computational_intelligence
When a process becomes non-responsive
reboot the computer in the event of a hang. Abort (computing) Blue screen of death Crash (computing) Livelock Infinite loop Uninterruptible sleep Windows
Hang_(computing)
Computer that uses photons or light waves
Optical computing or photonic computing uses light waves produced by lasers or incoherent sources for data processing, data storage or data communication
Optical_computing
Type of extremely powerful computer
computing whereby a "super virtual computer" of many loosely coupled volunteer computing machines performs very large computing tasks. Grid computing
Supercomputer
Problem easily dividable into parallel tasks
results between them. These differ from distributed computing problems, which need communication between tasks, especially communication of intermediate results
Embarrassingly_parallel
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
Theoretical speedup formula in computer architecture
speedup in the execution time of a task that theoretically gains from parallel computing, using a hypothetical run of the task on a single-core processor as
Gustafson's_law
Distributed computing technique
voluntarily offer their own computing and bandwidth resources towards crawling web pages. By spreading the load of these tasks across many computers, costs that
Distributed_web_crawling
Computing paradigm emphasizing 3D spatial interaction with technology
mixed reality, natural user interface, contextual computing, affective computing, and ubiquitous computing. The usage for labeling and discussing these adjacent
Spatial_computing
Method by which work is assigned
In computing, scheduling is the action of assigning resources to perform tasks. The resources may be processors, network links or expansion cards. The
Scheduling_(computing)
Interpretation of quantum mechanics
on quantum computing, Deutsch suggested that parallelism that results from MWI could lead to "a method by which certain probabilistic tasks can be performed
Many-worlds_interpretation
Date and time from which a computer measures system time
In computing, an epoch is a fixed date and time used as a reference from which a computer measures system time. Most computer systems determine time as
Epoch_(computing)
Data processing chain
Software pipelines, which consist of a sequence of computing processes (commands, program runs, tasks, threads, procedures, etc.), conceptually executed
Pipeline_(computing)
International Society for Computing
The Association for Computing Machinery (ACM) is an international learned society for computing founded on September 15, 1947, and headquartered in New
Association for Computing Machinery
Association_for_Computing_Machinery
Emotion modeling in AI
entitled "Affective Computing" and her 1997 book of the same name published by MIT Press. One motivation for researching affective computing is the ability
Affective_computing
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
Biological molecules for computations
Computer DNA computing Human biocomputer Molecular electronics Nanotechnology Nanobiotechnology Organoid intelligence Peptide computing Wetware computer
Biological_computing
Combinatorial optimization problem
It is required to perform as many tasks as possible by assigning at most one agent to each task and at most one task to each agent, in such a way that
Assignment_problem
Formula in computer architecture
argument) is a formula limiting the speedup of a task as resources are added to the system executing that task. The law can be stated as[disputed – discuss]:
Amdahl's_law
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
Subfield of cryptography
parties to jointly compute a function over their inputs while keeping those inputs private. Unlike traditional cryptographic tasks, where cryptography
Secure multi-party computation
Secure_multi-party_computation
Computational approach
underlying computing structures with addition, multiplication, permutation, mapping, and inverse as primitive computing operations. All computational tasks are
Hyperdimensional_computing
Message-passing system for parallel computers
high-performance computing as of 2006. The standard’s goals include high performance, scalability, and portability across parallel computing architectures
Message_Passing_Interface
Activity that needs to be accomplished within a defined period of time
this task to finish it? Although this is mathematically sound, it is rarely the case when it comes to practice. Task management Task (computing) McIlree
Task_(project_management)
Direct interface to an operating system
merits of CLI- and GUI-based shells are often debated. Many computer users use both depending on the task to be performed. Early interactive systems provided
Shell_(computing)
Transfer of computational tasks to a separate processor or an external platform
efficiency and minimize wasted resources. Unlike with parallel computing, grid computing tasks usually have no time dependency associated with them, but instead
Computation_offloading
Microprocessor with more than one processing unit
"Guided Resource Organisation in Heterogeneous Parallel Computing". Journal of High Performance Computing. 4 (1): 13–23. CiteSeerX 10.1.1.37.4309. Bright, Peter
Multi-core_processor
Time from a computer program's start to its end
than one processing unit can spend CPU time many times beyond their elapsed time. Since in concurrent computing the definition of elapsed time is non-trivial
Elapsed_real_time
Type of machine learning model
language processing tasks, especially language generation. LLMs can typically generate, summarize, translate, and analyze text in many contexts, and are
Large_language_model
Study of computation
and databases. In the early days of computing, a number of terms for the practitioners of the field of computing were suggested (albeit facetiously) in
Computer_science
Component of a computer process
MP/M operating system provided multiprogramming, multi-tasking, and preemptive multi-tasking for the Intel 8080 processor in 1979, and on the 8086 processor
Thread_(computing)
Person who uses a computer or network service
1% rule (Internet culture) Anonymous post Prosumer Pseudonym End-user computing, systems in which non-programmers can create working applications. End-user
User_(computing)
Using devices designed to be portable
Mobile computing is human–computer interaction in which a computer is expected to be transported during normal usage and allow for transmission of data
Mobile_computing
Type of computing cluster
2026-04-13. "The Quantian Scientific Computing Environment". Dirk Eddelbuettel. Retrieved 2026-02-12. Beowulf Cluster Computing With Windows by Thomas Lawrence
Beowulf_cluster
Performing the actions encoded in a computer program
In computing, execution is the process by which a computer program is processed to perform the actions that it encodes. As the processor follows the program
Execution_(computing)
Textual emotion detection method
Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing, 2015, pp. 2359-2364
Sentiment_analysis
Computation model defining an abstract machine
Turing tarpit, any computing system or language that, despite being Turing complete, is generally considered useless for practical computing Unorganised machine
Turing_machine
Open standard for programming heterogenous computing systems, such as CPUs or GPUs
platform and execute programs on the compute devices. OpenCL provides a standard interface for parallel computing using task- and data-based parallelism. OpenCL
OpenCL
Computing company founded in 2014
Cambridge Quantum Computing (CQC). HQS was founded in 2014. The company used a trapped-ion architecture for its quantum computing hardware, which Honeywell
Quantinuum
Distributed data processing framework
of open-source software utilities for reliable, scalable, distributed computing. It provides a software framework for distributed storage and processing
Apache_Hadoop
Maximum length of time a computed task could take to execute
worst-case execution time (WCET) of a computational task is the maximum length of time the task could take to execute on a specific hardware platform
Worst-case_execution_time
Distribution of jobs across different computers
centralized computing exists when the majority of functions are carried out or obtained from a remote centralized location. Decentralized computing is a trend
Decentralized_computing
The concept of the cloud computing as a platform for distributed computing traces its roots back to 1993. At that time, Apple spin-off General Magic and
History_of_cloud_computing
Style of human–computer interaction
Windows-Icons-Menus-Pointer (WIMP) interface paradigm dominates modern computing systems. Hinckley, Ken. "Input Technologies and Techniques" (PDF). Microsoft
WIMP_(computing)
Specialized computer hardware
appropriate hardware accelerator, or by a combination of both. To perform computing tasks more efficiently, generally one can invest time and money in improving
Hardware_acceleration
Computing by new or unusual methods
Unconventional computing (also known as alternative computing or nonstandard computation) is computing by any of a wide range of new or unusual methods
Unconventional_computing
Linux Foundation project
The Cloud Native Computing Foundation (CNCF) is a subsidiary of the Linux Foundation founded in 2015 to support cloud-native computing. It was announced
Cloud Native Computing Foundation
Cloud_Native_Computing_Foundation
Concept of "brainlike" computing
agreed upon definition for cognitive computing in either academia or industry. In general, the term cognitive computing has been used to refer to new hardware
Cognitive_computing
Quantum computing chip
quantum computing chip". www.bbc.com. 9 December 2024. Retrieved 2025-01-12. Williams, Kevin (2024-12-22). "What Google's quantum computing breakthrough
Willow_processor
Switch between processes or tasks on a computer
In computing, a context switch is the process of storing the state of a process or thread, so that it can be restored and resume execution at a later
Context_switch
Concurrent execution of multiple processes
In computing, multitasking is the concurrent execution of multiple tasks (also known as processes) over a certain period of time. New tasks can interrupt
Computer_multitasking
Physical components of a computer
and software forms a usable computing system, although other systems exist with only hardware. Some of the earliest computing devices date back to the seventeenth
Computer_hardware
Computer program whose performance is heavily dependent on the speed of the CPU
In computer science, a task, job or process is said to be CPU-bound (or compute-bound) when the time it takes for it to complete is determined principally
CPU-bound
Computational benchmark
Feynman's 1981 proposals of quantum computing. Conceptually, quantum supremacy involves both the engineering task of building a powerful quantum computer
Quantum_supremacy
Microsoft's early days Triumph of the Nerds Ubiquitous computing Internet of things Fog computing Edge computing Ambient intelligence System on a chip Network
History of computing hardware (1960s–present)
History_of_computing_hardware_(1960s–present)
Computer operating system for applications with critical timing constraints
highest-priority ready task will take 5 to 30 instructions. In advanced systems, real-time tasks share computing resources with many non-real-time tasks, and the ready
Real-time_operating_system
Measure of the amount of work needed to perform a computing task
parallel computing, granularity (or grain size) of a task is a measure of the amount of work (or computation) which is performed by that task. Another
Granularity (parallel computing)
Granularity_(parallel_computing)
Type of large language model
data, and compute increase. Examples of emergent abilities include multi-step reasoning, in-context learning (the ability to perform tasks based on examples
Generative pre-trained transformer
Generative_pre-trained_transformer
Additional storage that enables faster access to main storage
must be relatively small. Nevertheless, caches are effective in many areas of computing because typical computer applications access data with a high degree
Cache_(computing)
Computer architecture that can be reprogrammed
syndrome. High-performance reconfigurable computing (HPRC) is a computer architecture combining reconfigurable computing-based accelerators like field-programmable
Reconfigurable_computing
Visual area containing some kind of user interface
In computing, a window is a graphical control element. It consists of a visual area containing some of the graphical user interface of the program it
Window_(computing)
Micro-electronic component
two categories. SoCs can be applied to any computing task. However, they are typically used in mobile computing such as tablets, smartphones, smartwatches
System_on_a_chip
Artificial intelligence model paradigm
a distributed computing setup, connected in parallel with fast interconnects. Acquiring a sufficient amount of GPUs of requisite compute efficiency is
Foundation_model
Ability to attribute mental states to oneself and others
associated with theory of mind tasks. Patients with frontal lobe or temporoparietal junction lesions find some theory of mind tasks difficult. One's theory of
Theory_of_mind
Free and open-source job scheduler for Linux and similar computers
running on a single control node (optionally with failover backups); Many computing nodes, each with one or more slurmd daemons; Clients that connect to
Slurm_Workload_Manager
Distributed application structure in computing
rise to the cloud computing trend of the 2010s.[failed verification] In addition to the client-server model, distributed computing applications often
Client–server_model
MANY TASK-COMPUTING
MANY TASK-COMPUTING
Male
Hindi/Indian
(मणि) Hindi name MANI means "jewel." Compare with another form of Mani.
Male
English
Pet form of English Immanuel, MANNY means "God is with us."
Male
English
Variant spelling of English unisex Macey, MACY means "gift of God."
Male
Hebrew
(×žÖ¸× Ö´×™) Pet form of Hebrew Menashsheh, MANI means "causing to forget" or "one who forgets." Compare with another form of Mani.
Girl/Female
Spanish
Task.
Female
Hawaiian
 Hawaiian name MANA means "psychic gifts. Compare with other forms of Mana.
Male
German
German byname MANN means "a fierce strong man" or simply "man."
Surname or Lastname
Swedish and Norwegian
Swedish and Norwegian : from ask ‘ash tree’, applied either as a habitational name from a place named with this word or as an ornamental name.English : habitational name from a place in North Yorkshire named Aske, from Old English as æsc ‘ash tree’, later replaced by the Old Norse cognate askr.
Boy/Male
American, Anglo, British, Danish, English
From the Hero's Meadow; Manly
Male
Hawaiian
Hawaiian name MANO means "passionate lover; shark."
Girl/Female
Australian, Irish
Mainland
Female
English
Pet form of English Amanda, MANDY means "lovable."
Girl/Female
Hebrew American Biblical English
Wished-for child; rebellion; bitter. Famous Bearers: the Virgin Mary; Mary Magdalene; Mary, Queen...
Female
Hebrew
(×žÖ¸× Ö¸×”) Hebrew name MANA means "part, portion." Compare with another form of Mana.
Boy/Male
Hindu, Indian
Perfect in Any Task
Boy/Male
African, Basque, Finnish, French, German, Ghana, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Oriya, Sanskrit, Sindhi, Tamil, Telugu
Original Man; Letter; Founder Father of Human Beings; Born Second
Male
Iranian/Persian
(मनà¥) Persian name MANU means "man," as in homo sapiens. In mythology, this is the name of the progenitor of the human race.Â
Surname or Lastname
English, German, Dutch (De Mann), and Jewish (Ashkenazic)
English, German, Dutch (De Mann), and Jewish (Ashkenazic) : nickname for a fierce or strong man, or for a man contrasted with a boy, from Middle English, Middle High German, Middle Dutch man. In some cases it may have arisen as an occupational name for a servant, from the medieval use of the term to describe a person of inferior social status. The Jewish surname can be ornamental.English and German : from a Germanic personal name, found in Old English as Manna. This originated either as a byname or else as a short form of a compound name containing this element, such as Hermann.Jewish (Ashkenazic) : from the Yiddish male personal name Man (cognate with 1).Indian (Panjab) : Hindu (Jat) and Sikh name of unknown meaning.
Female
Japanese
(æ„›)Â Japanese name MANA means "affection, love." Compare with other forms of Mana.
Female
English
Middle English form of French Marie (Greek & Latin Maria), MARY means "obstinacy, rebelliousness" or "their rebellion." In the bible, this is the name of many characters, including the mother of Jesus and a sister of Lazarus.Â
MANY TASK-COMPUTING
MANY TASK-COMPUTING
Boy/Male
Indian, Sanskrit
Pambili Karan Warrior
Girl/Female
Hebrew
Devoted to God.
Girl/Female
Hindu
Phonetic form of caitlin - the Irish form of katherine. pure
Girl/Female
Hindu, Indian
A Pleased Woman
Girl/Female
Hindu, Indian, Sanskrit
Learned; The Wise Man; Good Knowledge
Girl/Female
Arabic, Muslim
Moon; Brow Like the Moon; Forehead
Boy/Male
Hindu, Indian
Beautiful
Surname or Lastname
English
English : habitational name from any of various places so called, for example in Northumberland.
Girl/Female
Indian
Exalted
Girl/Female
Assamese, Hindu, Indian, Sindhi
Divine
MANY TASK-COMPUTING
MANY TASK-COMPUTING
MANY TASK-COMPUTING
MANY TASK-COMPUTING
MANY TASK-COMPUTING
n.
A toothshell, or Dentalium; -- called also tusk-shell.
n.
A cover, or partial cover, for the face, used for disguise or protection; as, a dancer's mask; a fencer's mask; a ball player's mask.
n.
See 2d Tusk, n., 2.
v. t.
To put into a cask.
a.
Having many sides; -- said of figures. Hence, presenting many questions or subjects for consideration; as, a many-sided topic.
a.
Having many faculties; versatile; many-sided.
v. t.
To consume or spend in talking; -- often followed by away; as, to talk away an evening.
v. t.
To speak freely; to use for conversing or communicating; as, to talk French.
n.
Subject of discourse; as, his achievment is the talk of the town.
v. i.
To wear a mask; to be disguised in any way.
v. t.
To invite; as, to ask one to an entertainment.
n.
The quantity contained in a cask.
adv.
In a manly manner; with the courage and fortitude of a manly man; as, to act manly.
n.
Report; rumor; as, to hear talk of war.
v. t.
Especially, to attach or secure in a slight or hasty manner, as by stitching or nailing; as, to tack together the sheets of a book; to tack one piece of cloth to another; to tack on a board or shingle; to tack one piece of metal to another by drops of solder.
v. t.
To deliver in talking; to speak; to utter; to make a subject of conversation; as, to talk nonsense; to talk politics.
n.
A peculiar flavor or taint; as, a musty tack.
n.
That which is attached; a supplement; an appendix. See Tack, v. t., 3.
v. t.
To impose a task upon; to assign a definite amount of business, labor, or duty to.
v. t.
The direction of a vessel in regard to the trim of her sails; as, the starboard tack, or port tack; -- the former when she is closehauled with the wind on her starboard side; hence, the run of a vessel on one tack; also, a change of direction.