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Compiler transformation of sequential programs for parallel execution
Automatic parallelization, also auto-parallelization or autoparallelization, is a compiler optimization in which a compiler or other software tool transforms
Automatic_parallelization
Tool to convert sequential code to parallel
automatic parallelization tool is a computer program aiding in automatic parallelization of existing sequential (single-threaded) code into parallel (multithreaded
Automatic parallelization tool
Automatic_parallelization_tool
American computer scientist
an American computer scientist specializing in compilers and automatic parallelization. She is director of the Kahlert School of Computing at the University
Mary Hall (computer scientist)
Mary_Hall_(computer_scientist)
Programming paradigm in which many processes are executed simultaneously
grail of such research—automated parallelization of serial programs—has yet to materialize. While automated parallelization of certain classes of algorithms
Parallel_computing
Deep learning library
training and inference to a few lines of code. PyTorch allows for automatic parallelization of training and, internally, implements CUDA bindings that speed
PyTorch
Algorithm which can do multiple operations in a given time
algorithms can be converted into parallel algorithms using automatic parallelization. In many cases developing an effective parallel algorithm to solve a task
Parallel_algorithm
Case in parallel computing
Automatic vectorization, in parallel computing, is a special case of automatic parallelization, where a computer program is converted from a scalar implementation
Automatic_vectorization
Autonomous car-maneuvering system
Automatic parking is an autonomous car-maneuvering system that moves a vehicle from a traffic lane into a parking spot to perform parallel, perpendicular
Automatic_parking
Loop splitting Loop fusion Loop interchange Loop skewing Automatic parallelization Automatic vectorization Loop dependence analysis "Normalized hysteresis
Normalized_loop
Abstraction of parallel computer architecture
responsible. For example, in compilers, automatic parallelization is the process of converting sequential code into parallel code, and in computer architecture
Parallel_programming_model
Executing several computations during overlapping time periods
real-time functional, for signal processing, compiler provides automatic parallelization via OpenMP or a specific work-stealing scheduler Fortran–coarrays
Concurrent_computing
Set of computers configured in a distributed computing system
advantage of the parallel processing capabilities of the cluster and partition "the same computation" among several nodes. Automatic parallelization of programs
Computer_cluster
Software that translates code from one programming language to another
elimination, constant propagation, loop transformation and even automatic parallelization. Compiler analysis is the prerequisite for any compiler optimization
Compiler
Audio programming language
(PDF). Orlarey, Yann; Letz, Stéphane; Fober, Dominique (2010). "Automatic Parallelization of Audio Applications with Faust" (PDF). Proceedings of the Congrès
FAUST_(programming_language)
Parallel computing paradigm
Automatic mutual exclusion is a parallel computing programming paradigm in which threads are divided into atomic chunks, and the atomic execution of the
Automatic_mutual_exclusion
Increasing execution speed and reducing the overheads associated with loops
multiprocessor systems. It can be done automatically by compilers (automatic parallelization) or manually (inserting parallel directives like OpenMP). Reversal
Loop_optimization
Integrated development environment
analysis Loop optimizations Automatic parallelization Profile-guided optimization Scalar replacement Strength reduction Automatic vectorization, with -xvector=simd
Oracle_Developer_Studio
Message-passing system for parallel computers
Interface (MPI) is a portable message-passing standard designed to function on parallel computing architectures. The MPI standard defines the syntax and semantics
Message_Passing_Interface
Educational programming system coded graphically by a user
in online debugging, or automatic program generation and documentation. Dataflow languages also allow automatic parallelization, which is likely to become
Visual_programming_language
Programming paradigm entirely based on functions
thus automatically parallelize purely functional programs. In practice, this has not been terribly successful, and fully automatic parallelization is not
Purely_functional_programming
Free and open-source compiler for various programming languages
aggregates. Array dependence based optimizations such as automatic vectorization and automatic parallelization are also performed. Profile-guided optimization
GNU_Compiler_Collection
8-speed automatic from 2008
8HP is ZF Friedrichshafen AG's trademark name for its 8-speed automatic transmission models with hydraulic converter and planetary gearsets for longitudinal
ZF_8HP_transmission
Aircraft surveillance technology
Automatic Dependent Surveillance–Broadcast (ADS-B) is an aviation surveillance technology and form of electronic conspicuity in which an aircraft determines
Automatic Dependent Surveillance–Broadcast
Automatic_Dependent_Surveillance–Broadcast
The parallelization contract or PACT programming model is a generalization of the MapReduce programming model and uses second order functions to perform
Parallelization_contract
Computer Language for System Modeling
(SEA 2007), Cambridge, MA, USA Håkan Lundvall and Peter Fritzson Automatic Parallelization of Object Oriented Models Executed with Inline Solvers, In Proceedings
Modelica
C++ Parallel Programming System is a C++ compiler and parallel runtime designed and released by Codeplay that aims to simplify the parallelization of code
Sieve C++ Parallel Programming System
Sieve_C++_Parallel_Programming_System
Use of a GPU for computations typically assigned to CPUs
areas where GPUs have been used for general purpose computing: Automatic parallelization Physical based simulation and physics engines (usually based on
General-purpose computing on graphics processing units
General-purpose_computing_on_graphics_processing_units
When every path in a control-flow graph must go through one node to reach another
optimizing and simplifying the control flow of programs for analysis. Automatic parallelization benefits from postdominance frontiers. This is an efficient method
Dominator_(graph_theory)
parallelism. This form of parallelism is often the target of automatic parallelization of loops. Distributed computing systems and non-uniform memory
Scalable_parallelism
American multinational technology company
2006. Retrieved February 17, 2010. Macht, Joshua (September 30, 2002). "Automatic for the People". Time. Archived from the original on October 22, 2010
Supercomputer at the University of Illinois Urbana-Champaign, United States
to 500 PB of tape storage. The storage filesystem was the Cray Lustre parallel file system, which is capable of terabyte-per-second storage bandwidth
Blue_Waters
End-to-end testing framework
Screenshot and video capture settings Headless mode configuration Test parallelization options An example configuration might look like: module.exports =
Playwright_(software)
Numerical calculations carrying along derivatives
In mathematics and computer algebra, automatic differentiation (auto-differentiation, autodiff, or AD), also called algorithmic differentiation, computational
Automatic_differentiation
Global system of connected computer networks
the packet. IP addresses are generally assigned to equipment either automatically via Dynamic Host Configuration Protocol, or are configured.[citation
Internet
Directional planes
then automatically determined. Or, one can do it the other way around, i.e., nominate the x-axis, in which case the y-axis is then automatically determined
Vertical_and_horizontal
Soviet 7.62×39mm assault rifle
Avtomat Kalashnikova (Russian: Автомат Калашникова, lit. 'Kalashnikov's automatic'; also known as the Kalashnikov or just AK), is an assault rifle chambered
AK-47
Form of parallelization of computer code
and control parallelism) is a form of parallelization of computer code across multiple processors in parallel computing environments. Task parallelism
Task_parallelism
Baskaran and Uday Bondhugula and J. Ramanujam and Atanas Rountev and P. Sadayappan. Effective automatic parallelization of stencil computations. PLDI '07
Scalable_locality
Compiler that optimizes generated code
technique hides the latency between loading and using values. Automatic parallelization A loop is converted into multi-threaded or vectorized (or even
Optimizing_compiler
framework given here. Program analysis (computer science) Automatic parallelization Automatic vectorization Loop dependence analysis Frameworks supporting
Dependence_analysis
President of the United States from 2009 to 2017
least $1.5 trillion in budgetary savings over 10 years, and established automatic procedures for reducing spending by as much as $1.2 trillion if legislation
Barack_Obama
Computer processor
contains: C, C++ and Fortran compilers that support automatic vectorization and automatic parallelization as well as OpenMP. Performance optimization tools:
NEC_SX-Aurora_TSUBASA
Computing technique used to achieve parallelism
MIMD parallelization of a given program, and is a more general approach than data-parallel and more efficient than the fork-and-join for parallel execution
Single_program,_multiple_data
College version of American/Canadian gridiron football
this group received an automatic CFP berth. Starting in 2026, the top Group of Six team in the CFP rankings receives an automatic berth even if it fails
College_football
debug the multithreaded code; however, by providing automatic parallelization, debugging of parallel SequenceL code is really verifying correctness of sequential
SequenceL
Soviet semi-automatic carbine
romanized: Samozaryadny karabin Simonova, lit. 'Simonov self-loading carbine') is a semi-automatic carbine designed by Soviet small arms designer Sergei Gavrilovich Simonov
SKS
Process to determine relationships among statements
portions of a loop is often referred to as parallelization. In order to see how we can exploit parallelization, we have to first analyze the dependencies
Loop_dependence_analysis
Roman civilisation from the 8th century BC to the 5th century AD
Later, under the reforms of the dictator Sulla, quaestors were made automatic members of the Senate, though most of his reforms did not survive. The
Ancient_Rome
2023. Retrieved 12 November 2025. Midkiff, Samuel P. (2012). Automatic Parallelization: An Overview of Fundamental Compiler Techniques (PDF). Synthesis
Program_lifecycle_phase
English rock band (1960–1970)
another (as is sometimes conveniently suggested) the group maintained in parallel their mastery of the traditional, catchy chart hit while simultaneously
The_Beatles
English playwright and poet (1564–1616)
his wife, Anne, who was probably entitled to one-third of his estate automatically. He did make a point, however, of leaving her "my second best bed",
William_Shakespeare
Structuring text as input to generative artificial intelligence
prompts for few-shot learning. Automatic prompt optimization techniques refine prompts for large language models by automatically searching over alternative
Prompt_engineering
Canadian actor
supporting performances in the television series Tribal and the films Parallel Minds and Monkey Beach. Oulette was born in Medicine Hat, Alberta, and
Joel_Oulette
Mathematics notation where operators follow operands
cellar") in 1955, and parallel discoverer Wilhelm Kämmerer [de] called his stack concept Automatisches Gedächtnis (Engl. "automatic memory") in 1958. In
Reverse_Polish_notation
Change in the heritable characteristics of populations
the writing of John Henry Holland. Practical applications also include automatic evolution of computer programmes. Evolutionary algorithms are now used
Evolution
Process of varying one or more properties of a periodic waveform
receiver side, the demodulator typically performs: Bandpass filtering. Automatic gain control, AGC (to compensate for attenuation, for example fading)
Signal_modulation
1992 album by R.E.M.
Automatic for the People is the eighth studio album by the American alternative rock band R.E.M., released on October 5, 1992 in the United Kingdom and
Automatic_for_the_People
Translator of computer source code
translates from a language like C to assembly or Java to bytecode. An automatic parallelizing compiler will frequently take in a high level language program
Source-to-source_compiler
Automatic lubrication systems (ALS), also known as centralized lubrication systems (CLS), are mechanical devices used in industrial machines and engines
Automatic_lubrication_system
Computerized translation between natural languages
formed in the U.S. (1962) and the National Academy of Sciences formed the Automatic Language Processing Advisory Committee (ALPAC) to study MT (1964). Real
Machine_translation
Archipelagic country in Southeast Asia
of the Universal Health Care Act by President Duterte facilitated the automatic enrollment of all Filipinos in the national health insurance program.
Philippines
U.S. state
unfenced land. That is, trespass must be proven by the owner; it is not automatically assumed. Vermont has some of the least restrictive gun control laws
Vermont
Microstate in Central Europe
European Union and Liechtenstein signed a tax agreement to ensure the automatic exchange of financial information in case of tax disputes. The collection
Liechtenstein
Country in South Asia
fabricating these trains and the rolling-stock will be fully computerised, automatic and driverless. "Karachi is Planning to Restart Tram Services". propakistani
Pakistan
Japanese mid-size car
two-speed semi-automatic "Hondamatic" transmission of previous years became a three-speed fully automatic gearbox (a four-speed automatic transaxle was
Honda_Accord
Association football tournament
League and the three divisions of the English Football League) are automatically eligible. Clubs from Level 5–9 (non-league football) are also eligible
FA_Cup
1974 Soviet 5.45×39mm assault rifle
cartridge, which replaced the 7.62×39mm cartridge of Kalashnikov's earlier automatic weapons for the Soviet Armed Forces. The rifle first saw service with
AK-74
General-purpose programming language
is loaded into memory. Automatic memory allocation: temporary objects can be stored on the stack, and this space is automatically freed and reusable after
C_(programming_language)
Order of amphibians
and the medulla oblongata regulates respiration, digestion and other automatic functions. The relative size of the cerebrum in frogs is much smaller
Frog
Private university in New York City, New York
Barnes & Noble (Leonard Riggio), Northrop Grumman (William T. Schwendler), Automatic Data Processing (Henry Taub), Duracell (Samuel Ruben), Bugle Boy (William
New_York_University
in September 1939 included the Crown colonies and India but did not automatically commit the Dominions of Australia, Canada, New Zealand, Newfoundland
British_Empire
Country in Northern Europe
Iraq, Somalia, China and India. The children of foreigners are not automatically granted Finnish citizenship, as Finnish citizenship law maintains a
Finland
Country in South Asia
for loyalty'. ... (p. 91) Yet there does not seem to be any simple or automatic correlation between high assessment, recent poverty and land loss, indebtedness
India
Type of handgun where the firing chamber is integral to the barrel
The most common type of pistol used in the contemporary era is the semi-automatic pistol. The older single-shot and lever-action pistols are now rarely
Pistol
Mode of transport
power cars, although people movers and some rapid transits are under automatic control. Traditionally, trains are pulled using a locomotive. This involves
Rail_transport
Fortran, according to some sources, combined with efficient and automatic parallelization. SISAL's name came from grepping "sal" for "Single Assignment
SISAL
Anti-tank weapon
(Russian: Фагот, lit. 'bassoon') is a second-generation tube-launched semi-automatic command to line of sight (SACLOS) wire-guided anti-tank missile system
9K111_Fagot
North-South Korean border barrier
noticing steam rising from the ground. The initial discovery was met with automatic fire from North Korean soldiers. Five days later, during a subsequent
Korean_Demilitarized_Zone
Art and practice of creating images by recording light
in everyday life. In the mid-2010s smartphone cameras added numerous automatic assistance features like color management, autofocus face detection and
Photography
Function whose implementation is handled specially by the compiler
functions are often used to explicitly implement vectorization and parallelization in languages which do not address such constructs. Some application
Intrinsic_function
Range of SUVs manufactured by the Ford Motor Company
park assist with perpendicular park assist, park-out assist and semi-automatic parallel parking, hands-free liftgate from the Ford Escape, an exclusive 500-watt
Ford_Explorer
Firearm with a cylinder holding cartridges
preceding shot to automatically cock the hammer and index the next chamber, although these self-loading revolvers (known as automatic revolvers, despite
Revolver
Medium for transmitting moving images and sound
from being linked to data networks, one key point is its ability to automatically download necessary software routines according to a user's demand and
Television
Part of the United Kingdom
Ireland". On 3 February 2022, Paul Givan resigned as first minister, which automatically resigned Michelle O'Neill as deputy first minister and collapsed the
Northern_Ireland
Team field sport
in court, but the league was awarded only $1 in damages, which was automatically tripled to $3 under antitrust law. The original XFL, created in 2001
American_football
Currency of the European Union
The need to finance trade deficit weakens currency, making exports automatically more attractive in a country and abroad. A state in a monetary union
Euro
Test for determining the greatest common divisor
and various other loop transformation methods can be applied. Automatic parallelization Banerjee test Dependence analysis Loop dependence analysis Advanced
GCD_test
Annual international song competition
during the contest; rehearsals for the host country and the "Big Five" automatic finalists are held towards the end of the week. Following rehearsals,
Eurovision_Song_Contest
Sequence in computer science
García-Fernández, Ángel F. (2021). "Temporal Parallelization of Bayesian Smoothers". IEEE Transactions on Automatic Control. 66 (1): 299–306. arXiv:1905.13002
Prefix_sum
Sports car
for the model were either a 5-speed manual (W50) or an optional 4-speed automatic transmission (A40D). Both transmissions featured an overdrive gear. The
Toyota_Supra
Firearms cartridge
most popular common-use cartridges and is used by a wide range of semi-automatic and manual-action rifles. The development of the cartridge, which eventually
.223_Remington
Rimless, centerfire, bottlenecked rifle cartridge
powerful .30-06 Springfield cartridge proved difficult to adapt to semi-automatic rifles. A less powerful cartridge would allow a lighter firing mechanism
7.62×51mm_NATO
World's first 8-speed automatic from 2006
Aisin and Toyota offer various 8-speed automatic transmissions for use with both longitudinal and transverse engine vehicles, based on a common, globally
Aisin–Toyota 8-speed automatic transmission
Aisin–Toyota_8-speed_automatic_transmission
Culturally recognised union between people
property, often land, would be held in joint tenancy, so that it would automatically go to the widow on her husband's death.[citation needed] Islamic tradition
Marriage
Language of the Basque people
Basque has two types of palatalization, automatic palatalization and expressive palatalization. Automatic palatalization occurs in western Labourd,
Basque_language
Full-size luxury car
based W108 rear suspension), and available burl walnut interior trim, automatic transmission, and power windows. In 1968, the W108 line dropped the 250SE
Mercedes-Benz_S-Class
Capital city of Taiwan
Taipei's public transport network with an end-to-end and fully contactless automatic fare collection solution that integrates 116 metro stations, 5,000 buses
Taipei
Device used for calculations
multiplication. Bit serial logic designs are more common in calculators whereas bit parallel designs dominate general-purpose computers, because a bit serial design
Calculator
American autocannon
chain-driven, single-barrel weapon that may be fired in semi-automatic, burst, or automatic modes. It is fed by a metallic link belt and has dual-feed capability
M242_Bushmaster
introduced the ONAL Accelerator Compiler, a system for the automatic parallelization of numerical array programs written with the ILNumerics DSL. The compiler
ILNumerics
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