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Use of many processors to perform simultaneous operations
Massively parallel is the term for using a large number of computer processors (or separate computers) to simultaneously perform a set of coordinated computations
Massively_parallel
DNA sequencing using the concept of massively parallel processing
Massively parallel sequencing (MPS) is any of several high-throughput approaches to DNA sequencing using the concept of massively parallel processing;
Massively_parallel_sequencing
Topics referred to by the same term
Massively parallel in computing is the use of a large number of processors to perform a set of computations in parallel (simultaneously). Massively parallel
Massively parallel (disambiguation)
Massively_parallel_(disambiguation)
Type of integrated circuit
A massively parallel processor array, also known as a multi purpose processor array (MPPA) is a type of integrated circuit which has a massively parallel
Massively parallel processor array
Massively_parallel_processor_array
Inc. (then Solexa Inc till 2006 and then Illumina). Schuler Group. "Massively Parallel Signature Sequencing (MPSS)". Brenner, Sydney; Johnson, Maria; Bridgham
Massively parallel signature sequencing
Massively_parallel_signature_sequencing
Molecular dynamics software program
LAMMPS (Large-scale Atomic/Molecular Massively Parallel Simulator) is a molecular dynamics program developed by Sandia National Laboratories. It utilizes
LAMMPS
Computer with a bit-serial architecture
2023-08-10. Retrieved 2023-09-24. Culver, John (2014-09-05). "MasPar: Massively Parallel Computers – 32 cores on a chip". Archived from the original on 2022-06-15
Serial_computer
Problem easily dividable into parallel tasks
embarrassingly parallel problems. Cellular automaton Connection Machine CUDA framework Manycore processor Map (parallel pattern) Massively parallel Multiprocessing
Embarrassingly_parallel
Programming paradigm in which many processes are executed simultaneously
remaining are Massively Parallel Processors, explained below. Because grid computing systems (described below) can easily handle embarrassingly parallel problems
Parallel_computing
Massively Parallel Quantum Chemistry (MPQC) is an ab initio computational chemistry software program. Three features distinguish it from other quantum
Massively parallel quantum chemistry
Massively_parallel_quantum_chemistry
Type of extremely powerful computer
remained the dominant design into the 1990s. From then until today, massively parallel supercomputers with tens of thousands of off-the-shelf processors
Supercomputer
Theoretical model for parallel algorithms
In the study of parallel algorithms, the massively parallel communication model or MPC model is a theoretical model of computing, intended as an abstraction
Massively parallel communication
Massively_parallel_communication
System of building very large integrated circuit networks
expected to lead to dramatically reduced costs for some systems, notably massively parallel supercomputers, but is now being employed for deep learning. The name
Wafer-scale_integration
Genetics research practice
catalytic activity and conformational stability to protein sequences. Massively Parallel Reporter Assays (MPRAs) are used to quantify the impact of thousands
Multiplexed Assays of Variant Effect
Multiplexed_Assays_of_Variant_Effect
American business executive (born 1964)
Google, leading a variety of research teams including Sibyl, Googles massively parallel machine learning program, Human Computer Interaction, personalization
Dan_Clancy
Process of determining the nucleic acid sequence
Therapeutics published and marketed massively parallel signature sequencing (MPSS), in 2000. This method incorporated a parallelized, adapter/ligation-mediated
DNA_sequencing
Degraded DNA fragments circulating in bodily fluids
and for this reason massively parallel next generation sequencing is also used to determine ctDNA content in cfDNA Massively parallel sequencing (MPS) has
Circulating_free_DNA
Database company headquartered in Mountain View, California, US
Yellowbrick Data is a US-based database company delivering massively parallel processing (MPP) data warehouse and SQL analytics products. The company is
Yellowbrick_Data
British semiconductor company
develops accelerators for AI and machine learning. It has introduced a massively parallel Intelligence Processing Unit (IPU) that holds the complete machine
Graphcore
computational performance records. By the end of the 20th century, massively parallel supercomputers with thousands of "off-the-shelf" processors similar
History_of_supercomputing
Field of molecular biology
for non-coding RNA discovery, profiling and expression analysis. Massively parallel reporter assays are a technology used to test the cis-regulatory activity
Functional_genomics
Supercomputer
FROSTBURG was a Connection Machine 5 (CM-5) massively parallel supercomputer used by the US National Security Agency (NSA) to perform mathematical calculations
FROSTBURG
Design of high-performance computers
the demand for increased computational power ushered in the age of massively parallel systems. While the supercomputers of the 1970s used only a few processors
Supercomputer_architecture
Mutation that shifts codon alignment
acids and finally the distance of the indel to the end of the exon. Massively Parallel Sequencing is a newer method that can be used to detect mutations
Frameshift_mutation
Method used to analyze protein interactions with DNA
DNA. ChIP-seq combines chromatin immunoprecipitation (ChIP) with massively parallel DNA sequencing to identify the binding sites of DNA-associated proteins
ChIP_sequencing
Low-level hardware direct memory access
low-latency memory access over a network, which is especially useful in massively parallel computer clusters. RDMA supports zero-copy networking by enabling
Remote_direct_memory_access
American multinational technology company
API (Application Programming Interfaces) that enabled GPUs to run massively parallel programs for a broad range of compute-intensive applications. As a
Nvidia
develop a parallel computer from 1985 through 1990. It was a major effort which was aimed at developing a national expertise in massively parallel processing
SUPRENUM
Provider of Integrated Data Warehouse Hardware and Software
Web Services (AWS). This offering uses the actual AMPP (Asymmetric Massively Parallel Processing) Netezza Hardware, not commodity hardware running Netezza
Netezza
Type of massively parallel processors
Xetal is the name of a family of non-commercial massively parallel processors developed within Philips Research. The Xetal was conceived in 1999 at Philips
Xetal
Academic and computational scientist
computational science particularly computational fluid dynamics, and massively parallel computers, and has developed efficient algorithms for solving mathematical
Lyle_Norman_Long
sequencing (Tn-seq) combines transposon insertional mutagenesis with massively parallel sequencing (MPS) of the transposon insertion sites to identify genes
Transposon_sequencing
Classification of computer architectures
October 2006. Krikelis, A. (1988). Artificial Neural Network on a Massively Parallel Associative Architecture. International Neural Network Conference
Flynn's_taxonomy
Research institute in high-performance computing
SP4, installed 2002, was the first production system of CSCS with a massively-parallel computer architecture. The procurement of the first Cray XT3 in Europe
Swiss National Supercomputing Centre
Swiss_National_Supercomputing_Centre
Function that derives secret keys from a secret value
against brute-force cracking is a primary concern. The growing use of massively-parallel hardware such as GPUs, FPGAs, and even ASICs for brute-force cracking
Key_derivation_function
French semiconductor company
began a partnership for new platforms for automated driving. The Massively Parallel Processor Array (MPPA) chips from Kalray together with the two NXP
Kalray
Extremely large or complex datasets
analyzing big data. The processing and analysis of big data may require "massively parallel software running on tens, hundreds, or even thousands of servers"
Big_data
Genetic profiling for legal evidence
federal or state regulations. Also known as next-generation sequencing, massively parallel sequencing (MPS) builds upon STR analysis by introducing direct sequencing
Forensic_DNA_analysis
Businessperson and computer programmer
Massively Parallel Procrastination.; Vincent, Jesse (9 October 2025). "Superpowers: How I'm using coding agents in October 2025". Massively Parallel Procrastination
Jesse_Vincent
American supercomputer manufacturer
specialized version of SUSE Linux Enterprise Server. A series of massively parallel computers from Thinking Machines Corporation, Kendall Square Research
Cray
American supercomputer architect (1925–1996)
own massively parallel machine. The new design concentrated on communications and memory performance, the bottleneck that hampered many parallel designs
Seymour_Cray
Topics referred to by the same term
programming API, a high-performance networking programming interface for massively parallel supercomputers Portal Software, a company based in Cupertino, California
Portal
American computer scientist and businessman
previously held the positions of Architect of Intel Labs-SC, CEO of Massively Parallel Technologies, Inc. and CTO at ClearSpeed Technology. Gustafson holds
John_Gustafson_(scientist)
Terminology used in computer graphics
Kirk, David B.; Hwu, Wen-mei W. (February 22, 2010). Programming Massively Parallel Processors (1st ed.). Morgan Kaufmann Publishers. ISBN 978-0123814739
Fixed-function (computer graphics)
Fixed-function_(computer_graphics)
Discipline in genetics
cultivation-based methods. Recent studies use "shotgun" Sanger sequencing or massively parallel pyrosequencing to get largely unbiased samples of all genes from all
Genomics
Massively parallel processing computer
The Goodyear Massively Parallel Processor (MPP) was a massively parallel processing supercomputer built by Goodyear Aerospace for the NASA Goddard Space
Goodyear_MPP
Type of computing architecture
implementation of Kohonen networks (artificial neural networks) allowing massively parallel processing of very simple data (0 or 1). This hardware implementation
No_instruction_set_computing
Five generation of a computer
International Trade and Industry (MITI) to develop computers based on massively parallel computing and logic programming. The project aimed to create an "epoch-making
Fifth Generation Computer Systems
Fifth_Generation_Computer_Systems
Subspecies of mammal
Schultz, B; Kosakovsky Pond, S; Nekrutenko, A; Makova, K D (2011). "A massively parallel sequencing approach uncovers ancient origins and high genetic variability
Przewalski's_horse
RNA sequencing of isolated and/or microdissected cell nuclei
be scaled easily to profiling large numbers of nuclei or samples. Massively parallel scRNA-seq methods exist and can be readily scaled but their requirement
SnRNA-seq
International Computers Limited (ICL) was the world's first commercial massively parallel computer. The original paper study was complete in 1972 and building
ICL Distributed Array Processor
ICL_Distributed_Array_Processor
SPICE-class circuit simulator
simulation (SpectreRF) and mixed-signal simulation (AMS Designer). A massively parallel version, Spectre X, was also released to provide performance gains
Spectre_Circuit_Simulator
Supercomputer
The Connection Machine (CM) is a member of a series of massively parallel supercomputers sold by Thinking Machines Corporation. The idea for the Connection
Connection_Machine
Parallel supercomputing architecture
SpiNNaker (spiking neural network architecture) is a massively parallel, manycore supercomputer architecture designed by the Advanced Processor Technologies
SpiNNaker
Divide and conquer sorting algorithm
Bingmann, Timo; Sanders, Peter; Schulz, Christian (2015). "Practical Massively Parallel Sorting". Proceedings of the 27th ACM symposium on Parallelism in
Merge_sort
Type of low-level computer architecture
broadcasting data tokens in a massively parallel system. Efficiently dispatching instruction tokens in a massively parallel system. Building content-addressable
Dataflow_architecture
Variant of Unix developed by the Open Software Foundation
(Advanced Development) was a distributed version of OSF/1 developed for massively parallel supercomputers by Locus Computing Corporation. Variants of OSF/1 AD
OSF/1
Abstraction of parallel computer architecture
parallel programming". Proceedings of Workshop on Programming Models for Massively Parallel Computers. pp. 160–169. doi:10.1109/PMMP.1993.315543. ISBN 0-8186-4900-3
Parallel_programming_model
Sequencing of all the exons of a genome
HiSeq, and NovaSeq series instruments, all of which can be used for massively parallel exome sequencing. These 'short read' NGS systems are particularly
Exome_sequencing
Parallel computing failure
cache stampede is a type of cascading failure that can occur when massively parallel computing systems with caching mechanisms come under a very high load
Cache_stampede
American computer scientist (1935–2019)
the age of 83. Among the designs he worked on at Goodyear were the: Massively Parallel Processor (16,384 custom bit-serial processors {8 to a chip} organized
Ken_Batcher
First massively parallel computer
The ILLIAC IV was the first massively parallel computer. The system was originally designed to have 256 64-bit floating-point units (FPUs) and four central
ILLIAC_IV
Multi-core processor with a large number of cores
processing unit Memory access pattern Cache coherency Embarrassingly parallel Massively parallel CUDA Mattson, Tim (January 2010). "The Future of Many Core Computing:
Manycore_processor
Interpretation of results of heating DNA
polymorphisms (SNPs) with high accuracy and sensitivity. Additionally, massively parallel dHRM has been developed to enable rapid and absolutely quantitative
Melting_curve_analysis
English computer scientist (born 1953)
Spinnaker is an artificial neural network realised in hardware, a massively parallel processing system eventually designed to incorporate a million ARM
Steve_Furber
Supercomputer
generations of massively parallel supercomputers since 1984, optimized for theoretical physics simulations. The APE machines were massively parallel 3D arrays
APE100
Type of parallel processing
register. The first era of modern SIMD computers was characterized by massively parallel processing-style supercomputers such as the Thinking Machines Connection
Single instruction, multiple data
Single_instruction,_multiple_data
Use of Operative System by type of extremely powerful computer
of it or other Linux distribution e.g. Ubuntu. Given that modern massively parallel supercomputers typically separate computations from other services
Supercomputer operating system
Supercomputer_operating_system
American computer scientist (born 1960)
graphics algorithms. David B. Kirk; Wen-mei W. Hwu (2012). Programming Massively Parallel Processors: A Hands-on Approach (2nd ed.). Elsevier/Morgan Kaufmann
David_Kirk_(scientist)
Topics referred to by the same term
light transport in 3D graphics Super Scalable System, Cray-3/SSS massively parallel supercomputer project SSS*, a state-space search algorithm SSS (Three-Speed)
SSS
Sequences remaining within RNA after RNA splicing
Bigham AW, Lee C, et al. (September 2009). "Targeted capture and massively parallel sequencing of 12 human exomes". Nature. 461 (7261): 272–6. Bibcode:2009Natur
Exome
Paper-and-pencil mathematical game
and 53 spots. In 2025, Čížek, Balko, and Schmid introduced SPOTS, a massively parallel solver based on proof-number search with distributed-memory parallelism
Sprouts_(game)
division were building a supercomputer based on the Goodyear MPP (massively parallel processor) supercomputer. The DEC researchers enhanced the architecture
MasPar
Dog breed from Jindo Island, South Korea
(June 2012). "Genome analysis of the domestic dog (Korean Jindo) by massively parallel sequencing". DNA Res. 19 (3): 275–287. doi:10.1093/dnares/dss011.
Korean_Jindo
American computer scientist
Intelligence under Marvin Minsky. In 1981, he proposed building a massively parallel computer for Artificial Intelligence, consisting of a million processors
Danny_Hillis
Functional programming language for arrays
opportunities for performance gains through parallelism, parallel computing, massively parallel applications, and very-large-scale integration (VLSI), and
APL_(programming_language)
8 June 2016. Woodie, Alex (17 July 2014). "Inside Sibyl, Google's Massively Parallel Machine Learning Platform". Datanami. Tabor Communications. Retrieved
Timeline_of_machine_learning
Free and open-source multiphysics platform
customized numerical solvers in C++ and deploy them on a variety of massively parallel architectures, ranging from inexpensive FPGAs, DSPs and GPUs up to
Advanced_Simulation_Library
American supercomputer and AI firm (1983–1994)
doctoral work at the Massachusetts Institute of Technology (MIT) on massively parallel computing architectures into a commercial product named the Connection
Thinking_Machines_Corporation
Database using graph structures for queries
Amazon.com. Amazon Web Services. Retrieved 20 March 2026. "In-memory massively parallel distributed graph database purpose-built for analytics". CambridgeSemantics
Graph_database
Open-source SQL query engine
Apache Impala is an open source massively parallel processing (MPP) SQL query engine for data stored in a computer cluster running Apache Hadoop. Impala
Apache_Impala
American computer scientist (1943–2012)
constraint satisfaction, case-based reasoning and the application of massively parallel computation to AI problems. He held positions in academia and industry
David_Waltz
Scientific journal
analytics; big data technologies; data visualization; architectures for massively parallel processing; data mining tools and techniques; machine learning algorithms
Journal_of_Big_Data
The BBN Butterfly was a massively parallel computer built by Bolt, Beranek and Newman in the 1980s. It was named for the "butterfly" multi-stage switching
BBN_Butterfly
Open-source library for computing
Raviart-Thomas elements, and combinations, parallelization using multithreading through TBB and massively parallel using MPI. deal.II has been shown to scale
Deal.II
Nigerian computer scientist
Emeagwali won the $1000 Gordon Bell Prize for an application of the CM-2 massively-parallel computer. The application used computational fluid dynamics for oil-reservoir
Philip_Emeagwali
Software system
Bitmaps are used for secondary indexes. SAP IQ Indexing SAP IQ has a massively parallel processing (MPP) framework based on a shared-everything environment
SAP_IQ
British government information technology research program
Fifth Generation project, which aimed to create a computer using massively parallel computing/processing. The programme was not focused on any specific
Alvey_Programme
Consolidated high-performance computing platform
Converged infrastructure Grid computing Omni-Path Parallel computing Massively parallel Massively parallel processor array (MPPA) Compare: What Is: The Azure
Fabric_computing
Supercomputer designed and built by D. E. Shaw Research
Anton is a massively parallel supercomputer designed and built by D. E. Shaw Research in New York, first running in 2008. It is a special-purpose system
Anton_(computer)
Algorithmic technique using hashing
devised as a way to facilitate data pipelining in implementations of massively parallel algorithms that use randomized routing and universal hashing to reduce
Locality-sensitive_hashing
The Teramac was an experimental massively parallel computer designed by HP in the 1990s. The name reflected the project's vision to provide a field programmable
Teramac
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 language
prototype of parallel programming for children running on a Connection Machine 2, a massively parallel supercomputer. The notion of massively parallel computing
AgentCubes
Technique in molecular biology
homologues from the host organism rather than a direct interaction. Massively parallel reporter assays (MPRAs) and machine learning are newer ways to study
Reporter_gene
Genetic point mutation that results in an amino acid change in a protein
sequencing and increasing the throughput. It does this by utilizing massively parallel sequencing to sequence the genome. This involves clonally amplified
Missense_mutation
American investor
Columbia University. While at Columbia, Shaw conducted research in massively parallel computing with the NON-VON supercomputer. This supercomputer was composed
David_E._Shaw
Biotechnology company
Rothberg, J. M. (2008). "The complete genome of an individual by massively parallel DNA sequencing". Nature. 452 (7189): 872–876. Bibcode:2008Natur.452
454_Life_Sciences
The Cray-3/SSS (Super Scalable System) was a pioneering massively parallel supercomputer project that bonded a two-processor Cray-3 to a new SIMD processing
Cray-3/SSS
Defunct American technology company
computer processors that developed the Ambric architecture. Its Am2045 Massively Parallel Processor Array (MPPA) chips were primarily used in high-performance
Ambric
MASSIVELY PARALLEL
MASSIVELY PARALLEL
Boy/Male
Tamil
Compact, Massive, Widespread, Great, Large, Mighty, Powerful, Bright, Clear, Name of Vishnu
Boy/Male
Hindu
Compact, Massive, Widespread, Great, Large, Mighty, Powerful, Bright, Clear, Name of Vishnu
Boy/Male
Tamil
Massive, Very big, Giant proportioned
Boy/Male
Hindu
Massive, Very big, Giant proportioned
Boy/Male
Indian
Destroyer of the Powerful; Massive; Grand; A King who Fought on the Side of the Pandavas
Girl/Female
Indian, Telugu
Unexpected; Massive
Surname or Lastname
English
English : occupational name from Middle English combere, an agent derivative of Old English camb ‘comb’, referring perhaps to a maker or seller of combs, or to someone who used them to prepare wool or flax for spinning. This was an alternative process to carding, and caused the wool fibers to lie more or less parallel to one another, so that the cloth produced had a hard, smooth finish without a nap.English : variant of Coomber.Probably an Americanized spelling of German Kommer or Kammer.
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Tamil
Giant; Huge; Massive; Great
Boy/Male
Hindu, Indian, Iranian, Russian
A Massive
Boy/Male
Hindu
Massive, Very big, Giant proportioned
Boy/Male
Bengali, Hindu, Indian, Modern
Great; Massive; Huge; Lord of Gods
Boy/Male
Gujarati, Hindu, Indian, Jain, Kannada, Malayalam, Marathi, Sindhi, Tamil, Telugu, Traditional
Big; Huge; Broad; Great; Immense; Giant; Massive; Long; Bold; Mercy; Star
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
Very Big; Giant Proportioned; Great; Good Looking; Giant; Huge; Massive; Another Name of Lord Shiva
Boy/Male
Tamil
Massive, Very big, Giant proportioned
MASSIVELY PARALLEL
MASSIVELY PARALLEL
Girl/Female
Indian
Sweets
Girl/Female
French Swedish American Italian Latin
Pure.
Girl/Female
Hindu, Indian, Kannada
Lotus
Girl/Female
Tamil
Veda Sree | வேதா à®·à¯à®°à¯€, வேதா à®·à¯à®°à¯€Â
Knowledge or wisdom
Girl/Female
Indian
A flower in the desert
Male
Swedish
Swedish form of Old Norse Ãki, Ã…KE means "father."
Girl/Female
Gujarati, Hindu, Indian
Cool; Cold
Girl/Female
Hindu, Indian, Marathi
Sunny
Boy/Male
Indian, Punjabi, Sikh
Invincible Fosterer
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Oriya, Punjabi, Sikh, Telugu, Traditional
One who Attracts the World
MASSIVELY PARALLEL
MASSIVELY PARALLEL
MASSIVELY PARALLEL
MASSIVELY PARALLEL
MASSIVELY PARALLEL
a.
Having volume, or bulk; massive; great.
adv.
In an active manner; nimbly; briskly; energetically; also, by one's own action; voluntarily, not passively.
n.
Massive quartz occurring as a rock; a metamorphosed sandstone; -- called also quartz rock.
n.
A massive variety of apatite.
n.
A fluophosphate of magnesia, occurring in yellowish crystals, and also in massive forms.
n.
A massive and fibrous mineral of a whitish color, chiefly hydrous silicate of lime.
n.
Composed of clumps; massive; shapeless.
n.
A massive subcolumnar variety of topaz.
a.
Massive, like timber.
a.
Forming, or consisting of, a large mass; compacted; weighty; heavy; massy.
n.
A massive impure apatite, or calcium phosphate.
adv.
In a heavy mass.
n.
The state or quality of being massive; massiness.
adv.
As a passive verb; in the passive voice.
n.
A massive lamellar variety of pyroxene, of a dingy green color.
n.
ONe who, or that which, is passively affected; a passive recipient.
adv.
In a passive manner; inertly; unresistingly.
a.
In mass; not necessarily without a crystalline structure, but having no regular form; as, a mineral occurs massive.
n.
An impure, massive, flintlike quartz or hornstone, of a dull color.
n.
Fig.: Something lofty, or massive, or very hard to be surmounted.