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Process for increasing the performance between two systems solving the same problem
Look up speedup in Wiktionary, the free dictionary. In computer architecture, speedup is a number that measures the relative performance of two systems
Speedup
Formula in computer architecture
architecture, Amdahl's law (or Amdahl's argument) is a formula limiting the speedup of a task as resources are added to the system executing that task. The
Amdahl's_law
Quantum search algorithm
exponentially many steps, and Grover's algorithm provides at most a quadratic speedup over the classical solution for unstructured search, this suggests that
Grover's_algorithm
Theoretical speedup formula in computer architecture
computer architecture, Gustafson's law (or Gustafson–Barsis's law) gives the speedup in the execution time of a task that theoretically gains from parallel
Gustafson's_law
Rules out assigning to arbitrary functions their computational complexity
In computational complexity theory, Blum's speedup theorem, first stated by Manuel Blum in 1967, is a fundamental theorem about the complexity of computable
Blum's_speedup_theorem
Speeding up Turing machines by increasing tape symbol complexity
In computational complexity theory, the linear speedup theorem for Turing machines states that given any real c > 0 and any k-tape Turing machine solving
Linear_speedup_theorem
Theorem on proofs and axiomatic systems
Blum's speedup theorem List of long proofs Buss, Samuel R. (1994), "On Gödel's theorems on lengths of proofs. I. Number of lines and speedup for arithmetics"
Gödel's_speed-up_theorem
Computational theorem
In computational complexity theory, a speedup theorem is a theorem that for any algorithm (of a certain class) demonstrates the existence of a more efficient
Speedup_theorem
Computational benchmark
that can be solved by that quantum computer and has a superpolynomial speedup over the best known or possible classical algorithm for that task. Examples
Quantum_supremacy
{\displaystyle B} implies that any significant speedup for problem B {\displaystyle B} would also lead to a speedup for problem A {\displaystyle A} . Let A {\displaystyle
Fine-grained_reduction
Programming paradigm in which many processes are executed simultaneously
However, very few parallel algorithms achieve optimal speedup. Most of them have a near-linear speedup for small numbers of processing elements, which flattens
Parallel_computing
Scientific law in theoretical computer science
Sun–Ni law (or Sun and Ni's law, also known as memory-bounded speedup) is a memory-bounded speedup model which states that as computing power increases the
Sun–Ni_law
Computer hardware technology that uses quantum mechanics
of quantum computing. In 1996, Grover's algorithm established a quantum speedup for the widely applicable unstructured search problem. The same year, Seth
Quantum_computing
Type of moiré pattern
transform or move at a faster speed. This effect is called optical moiré speedup. Simple moiré patterns can be observed when superposing two transparent
Line_moiré
Parallelization across multiple processors in parallel computing environments
(n/4)×Ta + merging overhead time units. Parallel execution results in a speedup of 4 over sequential execution. The locality of data references plays an
Data_parallelism
Subfield of computer science
called perfect linear speedup. An algorithm that exhibits linear speedup is said to be scalable. Analytical expressions for the speedup of many important
Analysis of parallel algorithms
Analysis_of_parallel_algorithms
General-purpose programming language
for speed, not arbitrarily as with Python; Codon developers claim that speedups over CPython are usually on the order of ten to a hundred times. Codon
Python_(programming_language)
Standard-definition video mode
microsoft.com. 15 December 2021. Trondsen, Trond S. (2004-05-29). "PAL Speedup — Case Study: A Man Escaped (New Yorker DVD)". Masters of Cinema. Retrieved
576i
Measure of algorithm performance for large inputs
optimal algorithm is called speedup. Blum's speedup theorem shows that there exist artificially constructed problems with speedup. However, it is an open
Asymptotically optimal algorithm
Asymptotically_optimal_algorithm
Indian streaming service
Disney+ Hotstar, known as JioHotstar in India and simply Hotstar in Canada, the United Kingdom and Singapore, is an Indian subscription video-on-demand
Disney+_Hotstar
Branch of computer science
AI-assisted reverse engineering (AIARE) is a branch of computer science that leverages artificial intelligence (AI), notably machine learning (ML) strategies
AI-assisted reverse engineering
AI-assisted_reverse_engineering
Chinese electric locomotive class
Locomotive Works, the SS9 was designed for the fifth national railway speedup, and 2 prototypes were completed on December 26, 1998. Zhuzhou built 43
China_Railways_SS9
Quantum physics-based metaheuristic for optimization problems
has also been proven to provide a fast Grover oracle for the square-root speedup in solving many NP-complete problems. Quantum annealing can be compared
Quantum_annealing
Type of neutron star with beams of radiation
collapses. It begins with (1) The rotating progenitor (2) The collapse and speedup and (3) The final fast spinning pulsar remnant. The animation demonstrates
Pulsar
British science fiction TV series (1963–2025)
NTSC regions of 89 minutes. In PAL regions, the film is affected by PAL speedup, shortening the running time to 85 minutes. Known as BBC TV until 1964
Doctor_Who
Describes approximate behavior of a function
Big O notation is a mathematical notation that describes the approximate size of a function on a domain. Big O is a member of a family of notations invented
Big_O_notation
Mathematical operation in signal processing
In signal processing, multidimensional discrete convolution refers to the mathematical operation between two functions f and g on an n-dimensional lattice
Multidimensional discrete convolution
Multidimensional_discrete_convolution
Video output mechanism for the X Window System
modern rendering systems such as OpenGL and VDPAU are unavailable – the speedup is very noticeable even on a fast CPU. While the protocol itself has features
X_video_extension
Compiling bytecode to machine code at runtime
analyses the code being executed and identifies parts of the code where the speedup gained from compilation or recompilation would outweigh the overhead of
Just-in-time_compilation
Source-available distributed NoSQL wide-column data store
improvements, and sometimes measured smaller speedups, such as 2x. A 2017 benchmark from Samsung observed the 10x speedup on high-end machines – the Samsung benchmark
ScyllaDB
Context dependence in quantum measurements
contextuality has been identified as a source of quantum computational speedups and quantum advantage in quantum computing. Contemporary research has increasingly
Quantum_contextuality
Motorcycle races in Lusail
Pos. No. Biker Team Constructor Time results 1 54 Fermin Aldeguer Sync SpeedUp Boscoscuro 1:58.373 2 84 Zonta van den Goorbergh RW-Idrofoglia Racing GP
2024 Qatar motorcycle Grand Prix
2024_Qatar_motorcycle_Grand_Prix
Interdisciplinary research area
A quantum speedup of the agent's internal decision-making time has been experimentally demonstrated in trapped ions, while a quantum speedup of the learning
Quantum_machine_learning
Technique for speeding up algorithms involving Boolean matrices
In computer science, the Method of Four Russians or "The Four-Russians speedup," is a technique for speeding up algorithms involving Boolean matrices
Method_of_Four_Russians
Venezuelan computer scientist
compression theorem, the gap theorem, the honesty theorem and the Blum speedup theorem. Some of his other work includes a protocol for flipping a coin
Manuel_Blum
Use of a GPU for computations typically assigned to CPUs
and then using the GPU to process it can (theoretically) create a large speedup. GPGPU pipelines were developed at the beginning of the 21st century for
General-purpose computing on graphics processing units
General-purpose_computing_on_graphics_processing_units
Multithreaded to allow concurrent access
The advantage that concurrency delivers herein lies within the potential speedup of these use-cases, as well as the increased scalability. Considering hardware
Concurrent_hash_table
Topics referred to by the same term
unincorporated community in Fluvanna County, Virginia Hardware acceleration, the speedup of computing tasks by performing them in customized hardware rather than
Hardware
high level GPU programming for maritime operations support (in English) Speedup of Implementing Fuzzy Neural Networks with high-dimensional inputs through
High-performance fuzzy computing
High-performance_fuzzy_computing
American computer scientist (born 2000)
which was perceived as eliminating one of the best examples of quantum speedup. Some researchers defended quantum computing approaches, such as Robert
Ewin_Tang
run-ahead mode is discarded by the processor; nevertheless, scouting provides speedup because memory level parallelism (MLP) is increased. The cache lines brought
Hardware_scout
1986 video game
The ball gets thrown out of a hole between some green speedup squares; blue jump squares lie ahead.
Trailblazer_(video_game)
Algorithm for modelling sequential data
Speculative Decoding, arXiv:2211.17192 Fu, Yao (2023-12-11). "Towards 100x Speedup: Full Stack Transformer Inference Optimization". yaofu.notion.site. Chen
Transformer_(deep_learning)
Algorithm to be run on quantum computers
comparing bounded-error classical and quantum algorithms, there is no speedup, since a classical probabilistic algorithm can solve the problem with a
Quantum_algorithm
Quantum algorithm for solving systems of linear equations
algorithm is one of the main fundamental algorithms expected to provide a speedup over their classical counterparts, along with Shor's factoring algorithm
HHL_algorithm
Topics referred to by the same term
a program In the analysis of parallel algorithms, the maximum possible speedup of a computation Parallel evolution, the independent emergence of a similar
Parallelism
American mathematician
Lenstra elliptic-curve factorization, can also use gwnum for a more than 8× speedup in stage 1. He also worked on a TTL version of Maze War while a student
George_Woltman
Quantum algorithm for integer factorization
compelling potential applications and strong evidence of superpolynomial speedup compared to best known classical (non-quantum) algorithms. However, beating
Shor's_algorithm
Parallel algorithm from numerical analysis
in a maximum of N {\displaystyle N} iterations. For Parareal to provide speedup, however, it has to converge in a number of iterations significantly smaller
Parareal
Motorcycle frame manufacturer and racing team from Italy
2014. Emmi, Ernesto (29 February 2012). "SpeedMaster e SpeedUp con Iannone" [SpeedMaster and SpeedUp with Iannone]. GpOne.com (in Italian). Buffer Overflow
Speed_Up
Network packet distribution with multiple cores
Amdahl's law Gustafson's law Cost efficiency Karp–Flatt metric Slowdown Speedup Elements Process Thread Fiber Instruction window Array Coordination Multiprocessing
Multi-core network packet steering
Multi-core_network_packet_steering
Technique for wavelet analysis
matrix I {\displaystyle I} to P − 1 ⋅ Q {\displaystyle P^{-1}\cdot Q} . Speedup is by a factor of two. This is only possible because lifting is restricted
Lifting_scheme
Capital". Movens Capital. 2020-09-04. Retrieved 2020-09-06. "About SpeedUp Group". SpeedUp Group. Retrieved 2019-06-13. "Investor Profile - Sunfish Partners"
Venture_capital_in_Poland
CPU that implements instruction-level parallelism within a single processor
consumption, complexity and gate delay costs limit the achievable superscalar speedup. However even given infinitely fast dependency checking logic on an otherwise
Superscalar_processor
Programming language and superset of JavaScript
TypeScript version 7.0 later this year. It is expected to feature a 10x speedup. On December 2nd, 2025, Daniel Rosenwasser announced on the blog that TypeScript
TypeScript
Measure of cryptographic strength
computer. Most quantum attacks on symmetric ciphers provide a square-root speedup to their classical counterpart, thereby halving the security level provided
Security_level
Artistic technique
image. Such optical acceleration is known as moiré speedup (check for the formulas of optical speedup for curved patterns). When superimposing two identical
Superimposition
Tree containing all suffixes of a given text
linear-time solutions for the longest common substring problem. These speedups come at a cost: storing a string's suffix tree typically requires significantly
Suffix_tree
German computer scientist (born 1963)
Schmidhuber's team at IDSIA with his postdoc Dan Ciresan also achieved dramatic speedups of convolutional neural networks (CNNs) using graphics processing units
Jürgen_Schmidhuber
Topics referred to by the same term
parallelization technique that depends on out-of-order execution to achieve speedup on multiprocessor CPUs. Knight Grand Commander of the Order of the Crown
SPMT
Quantum computing technique
quantum computer, amplitude amplification can be used to obtain a quadratic speedup over several classical algorithms. The derivation presented here roughly
Amplitude_amplification
Data structure that can be used by multiple threads
measure for performance is scalability, captured by the speedup of the implementation. Speedup is a measure of how effectively the application is using
Concurrent_data_structure
Micro-electronic component
pipelined in processor design. Pipelining is an important principle for speedup in computer architecture. They are frequently used in CPUs (for example
System_on_a_chip
Axioms in computational complexity theory
axioms were first defined by Manuel Blum in 1967. Importantly, Blum's speedup theorem and the gap theorem hold for any complexity measure satisfying
Blum_axioms
benefit from. When the slicing width equals the CRC size, there is a minor speedup. In the part of the basic Sarwate algorithm where the previous CRC value
Computation of cyclic redundancy checks
Computation_of_cyclic_redundancy_checks
Tools for optimizing binary code
replacement, that is functionally equivalent yet more performant. Program speedup is a common optimization goal. Some are intended to modernize old binaries
Binary_optimizer
Brand of data center GPUs by AMD
for all data types. In CDNA4 the speedup has been removed for FP32 and FP64, instead focusing the unit on speedups for low precision (INT8, MXFP4/6/8
AMD_Instinct
Topics referred to by the same term
Speed Up or Speedup may refer to: Speedup or speed up, a metric for relative performance improvement established by Amdahl's law Speedup theorem, in computational
Speed_Up_(disambiguation)
Lossless compression algorithm
January 2018. Retrieved 27 March 2024. Facebook developers report massive speedups and compression ratio improvements when using dictionaries Collet, Yann;
Zstd
Branch of machine learning
architectures (such as GPUs or the Intel Xeon Phi) have produced significant speedups in training, because of the suitability of such processing architectures
Deep_learning
Tendency of a processor to access nearby memory locations in space or time
C[i][j] + A[i][k] * B[k][j]; By switching the looping order for j and k, the speedup in large matrix multiplications becomes dramatic, at least for languages
Locality_of_reference
Hypothesized risk to human existence
times as much code than in 2025 with the help of Claude (although the true speedup due to AI is almost certainly lower). Advanced AI could generate enhanced
Existential risk from artificial intelligence
Existential_risk_from_artificial_intelligence
Abstract computer for designing parallel algorithms
that a PRAM algorithm for the maximum flow problem can provide strong speedups relative to the fastest serial program for the same problem. The article
Parallel_RAM
Problem in computer science
oracle to achieve its speedup, this problem has little practical value. However, without such an oracle, exponential speedups cannot easily be proven
Simon's_problem
Type of parallel processing
vertex transformation, and Mandelbrot set visualization show near 400% speedup compared to scalar code written in Dart. Intel announced at IDF 2013 that
Single instruction, multiple data
Single_instruction,_multiple_data
Deterministic time, in computational complexity theory
can never provide more than a quadratic time speedup over a singletape machine. Due to the linear speedup theorem for Turing machines, multiplicative constants
DTIME
Python library for numerical programming
retrieved 2021-05-11 Entschev, Peter Andreas (2019-07-23). "Single-GPU CuPy Speedups". Medium. Retrieved 2021-05-11. "NumPy: the absolute basics for beginners
NumPy
8088 based IBM PC machines. Keystone software started advertising "PC Speedup Kits" in PCWeek magazine. The CPU was socketed in IBM PC's so it could
CPMulator
Cook-Levin theorem Exponential time Function problem Linear time Linear speedup theorem Natural proof Polynomial time Polynomial-time many-one reduction
List of computability and complexity topics
List_of_computability_and_complexity_topics
American production company
transfers, without correction, these releases exhibit the so-called 576i speedup effect in which the soundtrack plays 4% too fast, which results in the
Filmation
Quantum computing company
incremental follow-up Advantage Performance Update provides a 2x speedup over Advantage and a 20x speedup over 2000Q, among other improvements. In 2021, D-Wave announced
D-Wave_Systems
Film shot lasting much longer than conventional shots
was condensed using time-lapse techniques ranging up to 170,000 times speedup, with some brief slow-motion segments also recorded at 1500 frames per
Long_take
Combinatorial algorithm
The Steinhaus–Johnson–Trotter algorithm or Johnson–Trotter algorithm, also called plain changes, is an algorithm named after Hugo Steinhaus, Selmer M.
Steinhaus–Johnson–Trotter algorithm
Steinhaus–Johnson–Trotter_algorithm
3D computer graphics image rendering method
avoiding re-accessing vertices in main memory can provide a substantial speedup. This kind of algorithm can be easily integrated with many other graphics
Scanline_rendering
Sorting algorithm which uses multiple comparison intervals
- speedups of about 35% versus Shell's original seem possible. Using gaps which are prime numbers only (ending with 1), appear to produce speedups of
Shellsort
Prime Minister of the United Kingdom from 1916 to 1922
Americans were sending 10,000 fresh men a day to the Western Front, a speedup made possible by leaving their equipment behind and using British and French
David_Lloyd_George
General-purpose programming language
a transpiler (partial) from Ruby to Julia. It can be used for a large speedup over e.g. Ruby or JRuby implementations (may only be useful for numerical
Ruby_(programming_language)
GPU microarchitecture designed by Nvidia
Byrne, Joseph (March 28, 2024). "Monster Nvidia Blackwell GPU Promises 30× Speedup, but Expect 3×". XPU.pub. Retrieved July 4, 2024. Smith, Ryan (March 18
Blackwell_(microarchitecture)
Graphics structure
as ray-tracing problems. This direction seems promising as substantial speedups in performance are reported across the various applications. Binary space
Bounding_volume_hierarchy
Virtual machine used by Android for executing Java apps
Java Native Interface (JNI) and native code showed an order of magnitude speedup. Dalvik is published under the terms of the Apache License 2.0. Some [who
Dalvik_(software)
American quantum information theorist (born 1980)
exponential speedups over the best classical algorithms, until the discovery by Ewin Tang of classical algorithms giving the same exponential speedups. Harrow
Aram_Harrow
Measure of parallelisation of code in parallel processor systems
Karp and Horace P. Flatt in 1990. Given a parallel computation exhibiting speedup ψ {\displaystyle \psi } on p {\displaystyle p} processors, where p {\displaystyle
Karp–Flatt_metric
Chen". NAE Web Site. Retrieved January 18, 2017. Shyh-Ching "Steve" Chen, Speedup of Interactive Programs in Multiprocessing Systems, PhD thesis, Tech. Report
Steve Chen (computer engineer)
Steve_Chen_(computer_engineer)
Algorithm in graph theory
high constant factors in their running time, they would only provide a speedup over the Floyd–Warshall algorithm for very large graphs. Cormen, Thomas
Floyd–Warshall_algorithm
In applied mathematics, a technique to find the shortest path
little time (microseconds) each. CHs rely on shortcuts to achieve this speedup. A shortcut connects two vertices u {\displaystyle u} and v {\displaystyle
Contraction_hierarchies
Type of Turing machine
respective automaton classes, by the same argument used to prove the linear speedup theorem. Linear bounded automata are acceptors for the class of context-sensitive
Linear_bounded_automaton
Fast Fourier Transform algorithm
Rescaling the time by the number of operations, this corresponds roughly to a speedup factor of around 800,000. (To put the time for the hand calculation in
Cooley–Tukey_FFT_algorithm
Excel plug-in
Operational Research Societies. Retrieved 9 April 2016. "SolverStudio+GAMS speedup: 2 hours to 2 minutes". SolverStudio User Feedback. Retrieved 9 April 2016
SolverStudio
some or all of the indices at the same time. Such parallelism provides a speedup to overall execution time of the program, typically in line with Amdahl's
Loop-level_parallelism
Cable that combines grounding and communications
issues with coherent optical systems due to state of polarization (SOP) speedup events. Typically OPGW cables contain single-mode optical fibers with low
Optical_ground_wire
SPEEDUP
SPEEDUP
SPEEDUP
SPEEDUP
Girl/Female
French English
Bond.
Girl/Female
Indian
Noble
Boy/Male
Afghan, Arabic, Muslim
Lion; King of Jungle
Girl/Female
American, Australian, British, English, Hawaiian, Hebrew
Beloved; The Loved; Form of David
Boy/Male
Hindu, Indian
Fire
Boy/Male
Muslim
Butterfly, Kite
Girl/Female
Hindu
Dawn, The earth, First light
Boy/Male
British, English
Stag
Girl/Female
Bengali, Gujarati, Hindu, Indian, Jain, Kannada, Malayalam, Marathi, Oriya, Punjabi, Sanskrit, Sikh, Sindhi, Tamil, Telugu
Dedicated; The One who Gives
Girl/Female
Indian
SPEEDUP
SPEEDUP
SPEEDUP
SPEEDUP
SPEEDUP