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Computing technique used to achieve parallelism
computing, single program, multiple data (SPMD) is a term that has been used to refer to computational models for exploiting parallelism whereby multiple processors
Single_program,_multiple_data
Type of parallel processing
Single instruction, multiple data (SIMD) is a type of parallel computing (processing) in Flynn's taxonomy. SIMD describes computers with multiple processing
Single instruction, multiple data
Single_instruction,_multiple_data
Classification of computer architectures
S2CID 39724471. "Single Program Multiple Data stream (SPMD)". Llnl.gov. Archived from the original on 2004-06-04. Retrieved 2013-12-09. "Programming requirements
Flynn's_taxonomy
Parallel computing architecture
In computing, multiple instruction, single data (MISD) is a type of parallel computing architecture where many functional units perform different operations
Multiple instruction, single data
Multiple_instruction,_single_data
Computer program able to receive multiple data formats
or program can receive data in multiple formats or from multiple sources, and still process that data effectively. Many devices or programs need data to
Agnostic_(data)
Parallel computing execution model
difference between SIMT and SPMD - single program multiple data. SPMD, like standard multi-core systems, has multiple program counters, where SIMT only has
Single instruction, multiple threads
Single_instruction,_multiple_threads
to MPI either OpenMPI or MPICH2 with a focus on Single Program/Multiple Data (SPMD) parallel programming style pbdSLAP --- bundles scalable dense linear
Programming with Big Data in R
Programming_with_Big_Data_in_R
Computer memory that can be accessed by multiple processes
multiple programs with an intent to provide communication among them or avoid redundant copies. Shared memory is an efficient means of passing data between
Shared_memory
Computing technique employed to achieve parallelism
In computing, multiple instruction, multiple data (MIMD) is a technique employed to achieve parallelism. Machines using MIMD have a number of processor
Multiple instruction, multiple data
Multiple_instruction,_multiple_data
Node ordering for directed acyclic graphs
\sum _{i=0}^{p-1}|Q_{i}^{D+1}|=0} . Below is a high level, single program, multiple data pseudo-code overview of this algorithm. Note that the prefix
Topological_sorting
Form of parallelization of computer code
SPMD (single program, multiple data) system, both CPUs will execute the code. In a parallel environment, both will have access to the same data. The "if"
Task_parallelism
Message-passing system for parallel computers
processes. A single program, multiple data (SPMD) programming model is thereby facilitated, but not required; many MPI implementations allow multiple, different
Message_Passing_Interface
Programming language for statistics
programming language for statistical computing and data visualization. It has been widely adopted in the fields of data mining, bioinformatics, data analysis
R_(programming_language)
Component of a computer process
schedule multiple threads of execution. If these do not share data, as in Erlang, they are usually analogously called processes, while if they share data they
Thread_(computing)
Class of computer architecture
computing, single instruction stream, single data stream (SISD) is a computer architecture in which a single uni-core processor executes a single instruction
Single instruction, single data
Single_instruction,_single_data
Computer programming paradigm
In computer programming, dataflow programming is a programming paradigm that models a program as a directed graph of the data flowing between operations
Dataflow_programming
Extension of the C programming language
with a single processor. UPC uses a single program, multiple data (SPMD) model of computation in which the amount of parallelism is fixed at program startup
Unified_Parallel_C
Type of program in computer graphics
iterators. Microsoft support this as DirectCompute. This single program, multiple data programming paradigm maps well to vector processors: there is an assumption
Shader
Feature of some programming languages
Multiple dispatch or multimethods is a feature of some programming languages in which a function or method can be dynamically dispatched based on the run-time
Multiple_dispatch
U.S. missile defense program
The Multiple Kill Vehicle (MKV) was a planned U.S. missile defense program whose goal was to design, develop, and deploy multiple small kinetic energy-based
Multiple_Kill_Vehicle
memory MIMD parallel computers. It is currently written in a Single-Program-Multiple-Data style using explicit message passing for interprocessor communication
ScaLAPACK
Attribute of data
In computer science and computer programming, a data type (or simply type) is a collection or grouping of data values, usually specified by a set of possible
Data_type
Proposed orbital infrastructure
Strategic Defense Initiative's Brilliant Pebbles program first envisioned autonomous on-orbit data processing for missile defense. In 2019, the Space
Space-based_data_center
Parallelization across multiple processors in parallel computing environments
Data parallelism is parallelization across multiple processors in parallel computing environments. It focuses on distributing the data across different
Data_parallelism
Combining data from multiple sources
Data integration is the process of combining, sharing, or synchronizing data from multiple sources to provide users with a unified view. There are a wide
Data_integration
Advanced interactive shell for Python
Single program, multiple data (SPMD) parallelism Multiple program, multiple data (MPMD) parallelism Message passing using MPI Task parallelism Data parallelism
IPython
General-purpose programming language
to compare each field. Unions support overlapping members, allowing multiple data types to share the same memory location, and enumeration types support
C_(programming_language)
Organized collection of data in computing
In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software
Database
System using multiple database types
using multiple data storage technologies within a single system, in order to meet varying data storage needs. Such a system may consist of multiple applications
Polyglot_persistence
Early unclassified symmetric-key block cipher
dictate a single wire!" In contrast, a declassified NSA book on cryptologic history states: In 1973 NBS solicited private industry for a data encryption
Data_Encryption_Standard
Serial communications protocol
of read or write of those items are designed to span multiple consecutive data items up to a data size limit which is dependent on the transaction function
Modbus
In software, to have several parent classes
Multiple inheritance is a feature of some object-oriented computer programming languages in which an object or class can inherit features from more than
Multiple_inheritance
32-bit computer number format
representations. One of the first programming languages to provide single- and double-precision floating-point data types was Fortran. Before the widespread
Single-precision floating-point format
Single-precision_floating-point_format
Horizontal partition of data in a database or search engine
partition of data within a database or search engine. Each shard may be held on a separate database server instance in order to spread across multiple servers
Shard_(database_architecture)
Programming language
released, the open-sourced runtime is not useful for large-scale data analysis of multiple log files off the shelf. Sawzall has been replaced by Lingo (logs
Sawzall (programming language)
Sawzall_(programming_language)
Programming technique for efficiently duplicating data
technique used in programming to manage shared data efficiently. Instead of copying data right away when multiple programs use it, the same data is shared between
Copy-on-write
Facility used to house computer servers
power, cooling, space, etc., to multiple tenants who lease space rather than building their own facilities. Colocation data centers reduce expenditure for
Data_center
Industrial standard for programmable logic controllers
data type Enumerated data type with named value Subrange data type – puts limits on value i.e., INT(4 .. 20) for current Array data type – multiple values
IEC_61131-3
Database management system
support multiple data models against a single, integrated backend. In contrast, most database management systems are organized around a single data model
Multi-model_database
Discrete, discontinuous representation of information
are also data. At its most essential, a single datum is a value stored at a specific location. Therefore, it is possible for computer programs to operate
Digital_data
Method of analyzing variables in software
Data-flow analysis is a technique for gathering information about the possible set of values calculated at various points in a computer program. It forms
Data-flow_analysis
Programming paradigm in which many processes are executed simultaneously
using a single set or multiple sets of data. The single-instruction-single-data (SISD) classification is equivalent to an entirely sequential program. The
Parallel_computing
Parallel computer networking software
(Single Program Multiple Data) programming model, in a way very similar to the PVM and MPI communication libraries. The user writes a single program text
PM2
File format and file compression program
file format and a file compression program. The program uses the Deflate algorithm to compress and decompress a single file using the gzip file format.
Gzip
Python library for data analysis
library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating
Pandas_(software)
Traditional first example of a computer programming language
w'; c 'orld'; The program above prints hello, world! on the terminal, including a newline character. The phrase is divided into multiple variables because
Hello,_world
Software compilation technique for C/C++
Single compilation unit (SCU) is a computer programming technique for the C and C++ languages, which reduces compilation time for programs spanning multiple
Single_compilation_unit
Computer processor which works on arrays of several numbers at once
accelerators but these are invariably Single instruction, multiple threads (SIMT) and occasionally Single instruction, multiple data (SIMD). Vector machines appeared
Vector_processor
Programming language for experimentation or art
moving around in multiple possible directions through the program.[page needed] This differs from conventional languages in which a program is a set of instructions
Esoteric_programming_language
Data management process
peer-to-peer, data is sent to a single receiver, defined by a specific address. For example, a letter goes to just one mail box. In some domains, a multiple source
Data_exchange
Software that supports computer infrastructure
distinct program, or multiple utilities are implemented in a single program. For example, BusyBox implements many utilities in a single program. Commonly
Utility_software
General-purpose programming language
programming language designed with an emphasis on programming productivity and simplicity. In Ruby, everything is an object, including primitive data
Ruby_(programming_language)
List of programming languages types and the languages that meet its description
notable programming languages, grouped by notable language attribute. As a language can have multiple attributes, the same language can be in multiple groupings
List of programming languages by type
List_of_programming_languages_by_type
Expression Programming (MEP) is an evolutionary algorithm for generating mathematical functions describing a given set of data. MEP is a Genetic Programming variant
Multi_expression_programming
Setting or re-setting the value associated with a variable name
Functional programming languages that use single assignment include Clojure (for data structures, not vars), Erlang (it accepts multiple assignment if
Assignment_(computer_science)
Use of functions that call themselves
finite recursive program, even if this program contains no explicit repetitions. — Niklaus Wirth, Algorithms + Data Structures = Programs, 1976 Most computer
Recursion_(computer_science)
American electronics products business
Data I/O Corporation is a provider of manual and automated data programming and security provisioning systems for flash memory, microcontrollers, and
Data_I/O
Method of overwriting data
the risk of data breach, identity theft or failure to achieve regulatory compliance. Many data eradication programs also provide multiple overwrites so
Data_erasure
Design pattern in software development
Skeleton programming is a style of computer programming based on simple high-level program structures and so called dummy code. Program skeletons resemble
Skeleton (computer programming)
Skeleton_(computer_programming)
Cancer of plasma cells
Multiple myeloma (MM), also known as plasma cell myeloma and simply myeloma, is a cancer of plasma cells, a type of white blood cell that normally produces
Multiple_myeloma
State of qualitative or quantitative pieces of information
taking the best components from multiple data sources and building a single super-record. Monitoring - keeping track of data quality over time and reporting
Data_quality
Fault-tolerant computer system
within a warp. In the context of NVIDIA's CUDA programming model and SIMT (Single instruction, multiple threads) architecture, lockstep execution ensures
Lockstep_(computing)
Digital video format used for storage network transmission
for transmission and storage of audio, video, and Program and System Information Protocol (PSIP) data. It is used in broadcast systems such as DVB, ATSC
MPEG_transport_stream
genetic programming (TGP) variant. Like other Genetic Programming methods, Linear genetic programming requires the input of data to run the program population
Linear_genetic_programming
Computer security model
Multiple single-level or multi-security level (MSL) is a means to separate different levels of data by using separate computers or virtual machines for
Multiple_single-level
General-purpose programming language
garbage collection. Python supports multiple programming paradigms but with an emphasis on object-oriented programming and dynamic typing. Guido van Rossum
Python_(programming_language)
Device that selects between several analog or digital input signals
processor to select data from multiple data sources. In digital communications, multiplexers allow several connections over a single channel by connecting
Multiplexer
File format and file archiver program
tar is a file format and a file archiver program. The program combines multiple files into a single archive file in the tar file format. It was originally
Tar_(computing)
File format to hold multiple data streams
wrapper) or metafile is a file format that allows multiple data streams to be embedded into a single file, usually along with metadata for identifying
Container_format
Early form of read-only memory
Computer Corporation in the 1950s, as it was a popular technology for program and data storage in that era. It was later used in the 1960s by early NASA Mars
Core_rope_memory
Proprietary language for AI accelerators
effectively use certain types of CPU optimizations directly, like single instruction, multiple data (SIMD) with minor intervention by a developer, as occurs in
Mojo_(programming_language)
Multi-source interconnected computing
distributed computing network system where components of the program and data depend on multiple sources. Distributed networking, used in distributed computing
Distributed_networking
Data processing technique to eliminate duplicate copies of repeating data
of data that must be stored or transferred can be greatly reduced. A related technique is single-instance (data) storage, which replaces multiple copies
Data_deduplication
Network that allows computers to share resources and communicate with each other
can simultaneously carry multiple streams of data on different wavelengths of light, which greatly increases the rate that data can be sent to up to trillions
Computer_network
Computer science concept
system for a programming language is a set of rules that associates a data type (for example, integer, floating point, string) with each term (data-valued expression)
Type_system
Comprehensive outline of core abstractions in the field of computer science
that constitute high-level programming languages and give rise to detailed software implementations. In the context of data structures, the term "abstraction"
List of abstractions (computer science)
List_of_abstractions_(computer_science)
Process of linking data objects in distinct models
of a data masking or de-identification project Consolidation of multiple databases into a single database and identifying redundant columns of data for
Data_mapping
Language for controlling a computer
do not support the concurrent use of multiple processors. Other programming languages do support managing data shared between different threads by controlling
Programming_language
Consistency among data between source and target data stores
data or indexes in a coherent fashion across a whole computing cluster; Cache coherency, maintaining multiple copies of data in sync across multiple caches;
Data_synchronization
Division of computer's primary memory into separately relocatable segments or sections
created for program modules, or for classes of memory usage such as code segments and data segments. Certain segments may be shared between programs. Segmentation
Memory_segmentation
Ability of a CPU to provide multiple threads of execution concurrently
further speed up a single thread or single program, most computer systems are actually multitasking among multiple threads or programs. Thus, techniques
Multithreading (computer architecture)
Multithreading_(computer_architecture)
Type of file format
The Spatial Data File (SDF) is a single-user geodatabase file format developed by Autodesk. The file format is the native spatial data storage format for
Spatial_Data_File
Mathematical model for data types
used in formal semantics and program verification and, less strictly, in the design and analysis of algorithms, data structures, and software systems
Abstract_data_type
Programming language
those statements control multiple lines, you must use the DO command to create a code block. A simple "Hello, World!" program in MUMPS might be: write
MUMPS
Named container for a particular type of data
mathematical counterparts, programming variables and constants commonly take multiple-character names, e.g. COST or total. Single-character names are most
Variable (high-level programming language)
Variable_(high-level_programming_language)
Relational database programming language
manage data, especially in a relational database management system (RDBMS). It is particularly useful in handling structured data, i.e., data incorporating
SQL
imperative programming (functional and logic programming are major subgroups of declarative programming) Distributed programming – have support for multiple autonomous
Comparison of multi-paradigm programming languages
Comparison_of_multi-paradigm_programming_languages
Esoteric, minimalist programming language
commands, a data pointer, and an instruction pointer. Brainfuck is an example of a so-called Turing tarpit: it can be used to write any program, but it is
Brainfuck
Human-readable data serialization language
other data-serialization languages are structures, and data and composite keys. YAML structures enable storage of multiple documents within a single file
YAML
Set of software design patterns in a database
the data may require human validation). This approach combines the three previously discussed methods. As noted, it is not uncommon to see multiple CDC
Change_data_capture
Disciplines of managing data as a resource
ensuring efficient data processing. Ensures that data from various sources can be seamlessly shared and combined across multiple systems, which is critical
Data_management
American technology company
CoreWeave has its own data centers operating in the United States and Europe, with some dedicated to multiple companies and some to a single client. Its $1.6
CoreWeave
Computer synchronizing instruction
optimizations for data that may be shared by multiple threads of execution. In C and C++, the volatile keyword was intended to allow C and C++ programs to directly
Memory_barrier
Programming paradigm based on objects
Object-oriented programming (OOP) is a programming paradigm based on objects – software entities that encapsulate data and function(s).[clarification needed]
Object-oriented_programming
Particular execution of a computer program
a process may be made up of multiple threads of execution that execute instructions concurrently. While a computer program is a passive collection of instructions
Process_(computing)
Use of more than one buffer to hold a block of data
In computer science, multiple buffering is the use of more than one buffer to hold a block of data, so that a "reader" will see a complete (though perhaps
Multiple_buffering
Visualization technique for multivariate data
heart of quantitative reasoning is a single question: Compared to what? Small multiple designs, multivariate and data bountiful, answer directly by visually
Small_multiple
Software library providing an embedded transactional key-value database
several programming languages. LMDB stores arbitrary key/data pairs as byte arrays, has a range-based search capability, supports multiple data items for
Lightning Memory-Mapped Database
Lightning_Memory-Mapped_Database
Method of encoding digital data on multiple carrier frequencies
transmission used in digital modulation for encoding digital (binary) data on multiple carrier frequencies. OFDM has developed into a popular scheme for wideband
Orthogonal frequency-division multiplexing
Orthogonal_frequency-division_multiplexing
Procedural extension for SQL and the Oracle relational database
difference is that the procedure can return multiple values whereas a function should only return a single value. The procedure begins with a mandatory
PL/SQL
SINGLE PROGRAM-MULTIPLE-DATA
SINGLE PROGRAM-MULTIPLE-DATA
Surname or Lastname
English (West Midlands)
English (West Midlands) : occupational name for a worker in the linen or hemp industry, from an agent derivative of Middle English swingle ‘swingle’ (see Swingle).
Surname or Lastname
English
English : occupational name for someone who laid wooden tiles (shingles) on roofs, from an agent derivative of Middle English schingle ‘shingle’.
Surname or Lastname
English
English : unexplained.
Surname or Lastname
English
English : metonymic occupational name for a maker of nails or pins, or nickname for a small, thin man, from Middle English tingle, a kind of very small nail (of North German origin).
Surname or Lastname
English
English : from either of two Old Norse personal names: Ingjaldr, in which the prefix in- probably reinforces the element -gjaldr, related to Old Norse gjalda ‘to pay or recompense’, or Ingólfr ‘Ing’s wolf’ (Ing was an ancient Germanic fertility god).English : habitational name from Ingol in Lancashire, which is named from the Old English personal name Inga + holh ‘hollow’, ‘depression’.Probably a variant of German Ingel, from a short form of any of several Germanic personal names formed with Ing- (see 1 above).An early bearer, Richard Ingle (1609–c. 1653), was a rebel and a pirate who first came to the colonies in 1631 or 1632 as a tobacco merchant. He is known to have practiced piracy in MD.
Boy/Male
Arabic, Muslim
Way; Program; Road; Path
Surname or Lastname
English
English : occupational name from an agent derivative of Middle English tingle (see Tingle).German : occupational or status name for a medieval judge or court official, from Old High German ding ‘legal proceeding’.German : variant of Tengler.
Surname or Lastname
English
English : perhaps a metonymic occupational name for a spindle maker, from Middle English spindle, spindel (Old English spinel).Americanized spelling of German and Jewish Spindel.
Surname or Lastname
English
English : metonymic occupational name for a worker in the linen or hemp industry, from Middle English swingle ‘swingle’, a wooden implement used for beating flax or hemp (Middle Dutch swinghel, from the verb ‘to swing’).Possibly an Americanized spelling of German Zwingel, a topographic name from Middle High German zwingel ‘citadel’.
Surname or Lastname
English
English : habitational name from a place in Northamptonshire named Dingley, possibly from Middle English dingle ‘hollow’ + Old English lēah ‘woodland clearing’.
Surname or Lastname
English
English : variant of Ingle.
Male
Norwegian
Norwegian form of Old Norse Sindri, possibly SINDRE means "sparkling."
Surname or Lastname
English
English : topographic name for someone living in a small wooded dell or hollow, Middle English dingle (of uncertain origin). There is a district of Liverpool called Dingle.South German : nickname or status name for a smallholder, from Middle High German dingelīn ‘smallholding’.Americanized spelling of the old Prussian name Dingel or Dyngele, possibly from Germanic thing ‘legal assembly’.
Surname or Lastname
English
English : from Middle English sengler, syngler ‘singular’ (Old French se(i)ngler), perhaps a nickname for a solitary person.German : topographic name for a valley dweller, from a diminutive of Middle High German senke ‘valley’ + the suffix -er, denoting an inhabitant.German : habitational name for someone from Singeln near Waldshut.German : variant of Sing 1.
Surname or Lastname
English
English : topographic name for someone who lived in a place cleared of woods by fire, from Middle English sengle ‘burnt clearing’.German : from a pet form of a short form of a Germanic person name formed with sing ‘sing’ as the first element.
Surname or Lastname
English
English : from the Old English personal name Hringwulf.German : from a short form of a Germanic personal name based on hring ‘ring’.German : metonymic occupational name for a ring maker (see Ringler).German : altered spelling of Ringel, an Old Prussian personal name.
Boy/Male
Hindu, Indian, Tamil
Multiple
Boy/Male
Muslim
Way. Program.
Boy/Male
Australian, Vietnamese
Many; Multiple
Boy/Male
Arabic
Way; Program
SINGLE PROGRAM-MULTIPLE-DATA
SINGLE PROGRAM-MULTIPLE-DATA
Girl/Female
Hindu
Name of a river
Boy/Male
Hindu
Holding the Ganga, Lord Shiva
Boy/Male
Hebrew
God is just; father.
Surname or Lastname
English and Irish
English and Irish : variant spelling of Peek.
Female
English
English elaborated form of Russian Tasha, LATASHA means "birthday," or in Church Latin "Christmas day."
Girl/Female
Muslim/Islamic
True Believer
Girl/Female
Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sindhi, Telugu
Flowering Creeper
Surname or Lastname
English
English : habitational name from any of the various places called Beeston (the more common form of the family name in England). Most of them, for example those in Bedfordshire, Norfolk, Nottinghamshire, and West Yorkshire, are named with Old English bÄ“os ‘rough grass’ + tÅ«n ‘enclosure’, ‘settlement’. The one in Cheshire is probably named with Old English byge ‘trade’, ‘commerce’ + stÄn ‘stone’, meaning ‘rock where a market was held’. A few other Beestons have different derivations.
Boy/Male
Hindu
Fragrance, The Sun
Boy/Male
Tamil
Kuleswar | கà¯à®²à¯‡à®¸à¯à®µà®¾à®°
Sewer
SINGLE PROGRAM-MULTIPLE-DATA
SINGLE PROGRAM-MULTIPLE-DATA
SINGLE PROGRAM-MULTIPLE-DATA
SINGLE PROGRAM-MULTIPLE-DATA
SINGLE PROGRAM-MULTIPLE-DATA
adv.
Without partners, companions, or associates; single-handed; as, to attack another singly.
n.
One who, or that which, multiplies or increases number.
imp. & p. p.
of Multiply
n. pl.
See Single, n., 2.
a.
Manifold; multiple.
n.
Alt. of Grogran
a.
Simple; not wise; weak; silly.
a.
Having many flues; as, a multiflue boiler. See Boiler.
a.
Having a single purpose; hence, artless; guileless; single-hearted.
a.
Hence, unmarried; as, a single man or woman.
v. t.
To cover with shingles; as, to shingle a roof.
imp. & p. p.
of Single
n. & v.
See Jingle.
n.
Same as Programme.
a.
Not doubled, twisted together, or combined with others; as, a single thread; a single strand of a rope.
v. i.
To take the irrregular gait called single-foot;- said of a horse. See Single-foot.
n.
A unit; one; as, to score a single.
n.
See Programme.
a.
Performed by one person, or one on each side; as, a single combat.
v. t.
To add (any given number or quantity) to itself a certain number of times; to find the product of by multiplication; thus 7 multiplied by 8 produces the number 56; to multiply two numbers. See the Note under Multiplication.