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Computing concept
In computing, dataflow is a broad concept, which has various meanings depending on the application and context. In the context of software architecture
Dataflow
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
Type of low-level computer architecture
Dataflow architecture is a dataflow-based computer architecture that directly contrasts the traditional von Neumann architecture or control flow architecture
Dataflow_architecture
Business analytics service by Microsoft
data through one or more dataflows. Power BI Datamart Within Power BI, the datamart is a container that combines Power BI Dataflows, datasets, and a type
Microsoft_Power_BI
Cloud-based data processing pipeline service
Google Cloud Dataflow is a fully managed service for executing Apache Beam pipelines within the Google Cloud Platform ecosystem. Dataflow provides a fully
Google_Cloud_Dataflow
DataFlow Group is a global provider of Employment Verification Services, including background screening and immigration compliance. DataFlow Group, founded
DataFlow_Group
BMDFM running on various operating systems Binary Modular Dataflow Machine (BMDFM) is a software package that enables running an application in parallel
Binary Modular Dataflow Machine
Binary_Modular_Dataflow_Machine
Visual programming language
Microsoft Visual Programming Language, or VPL, is a visual programming and dataflow programming language developed by Microsoft for the Microsoft Robotics
Microsoft Visual Programming Language
Microsoft_Visual_Programming_Language
Unified programming model for data processing pipelines
Apache Spark, and Google Cloud Dataflow. Apache Beam is one implementation of the Dataflow model paper. The Dataflow model is based on previous work
Apache_Beam
Framework and distributed processing engine
streaming data-flow engine written in Java and Scala. Flink executes arbitrary dataflow programs in a data-parallel and pipelined (hence task parallel) manner
Apache_Flink
Graphical representation of the "flow" of data through an information system
phrase that is clearly to express its essence. Data flow Data flow (flow, dataflow) shows the transfer of information (sometimes also material) from one part
Data-flow_diagram
Programming language written graphically by a user
Frequently used in visual programming languages, game development, and dataflow systems. Dataflow programming Popular in parallel computing, signal processing,
Visual_programming_language
allowable solutions (uses constraint satisfaction or simplex algorithm) Dataflow programming – forced recalculation of formulas when data values change
Comparison of multi-paradigm programming languages
Comparison_of_multi-paradigm_programming_languages
Method of analyzing variables in software
context-sensitive and flow-sensitive dataflow analyses. There are several implementations of IFDS-based dataflow analyses for popular programming languages
Data-flow_analysis
Cloud-based service and infrastructure
BigQuery – Scalable, managed enterprise data warehouse for analytics Cloud Dataflow – Managed service based on Apache Beam for stream and batch data processing
Google_Cloud_Platform
Cloud-based Jupyter Notebook environment
notebooks, Markdown, LaTeX, RMarkdown, Linux terminal, SageMath, GNU Octave. Dataflow.zone – cloud-based AI and data engineering platform integrating Jupyter
Google_Colab
Computer science constructs
future is resolved (possibly with a timeout). This is the semantics of dataflow variables in the language Oz. the attempted synchronous access could always
Futures_and_promises
Origins and events of data
lineage facilitates the ability to replay specific segments or inputs of the dataflow. This can be used in debugging or regenerating lost outputs. In database
Data_lineage
American technology company
March 1, 2022, Groq acquired Maxeler Technologies, a company known for its dataflow systems technologies. It was decided Maxeler would maintain its brand due
Groq
American multinational technology company
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Irvine Dataflow (Id) is a general-purpose parallel programming language, started at the University of California at Irvine in 1975 by Arvind and K. P.
Id_(programming_language)
interaction between them. OpenMDAO is specifically designed to manage the dataflow (the actual data) and the workflow (what code is run when) in conjunction
OpenMDAO
Hardware specially designed and optimized for artificial intelligence
run faster. Dataflow architecture processors used for AI serve various purposes with varied implementations like the polymorphic dataflow Convolution
Hardware for artificial intelligence
Hardware_for_artificial_intelligence
Emerging class of microprocessor
(bypassing any off chip buffers), and have a greater emphasis on on-chip dataflow between many parallel execution units with scratchpad memory, like a spatial
Vision_processing_unit
Dataflow programming language
Lucid is a dataflow programming language designed to experiment with non-von Neumann programming models. It was designed by Bill Wadge and Ed Ashcroft
Lucid_(programming_language)
Programming language
Prograph is a visual, object-oriented, dataflow, multiparadigm programming language that uses iconic symbols to represent actions to be taken on data.
Prograph
Software company
"low-code" and "fair code" form of workflow automation in the style of Dataflow programming. The n8n platform (software/service) provides a visual node-based
N8n
System-design platform and development environment
programming language is called "G" (not to be confused with G-code). It is a dataflow language originally developed by National Instruments. LabVIEW is supported
LabVIEW
Video-sharing platform
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YouTube
Software engineering approach to designing and developing information systems
computing for data engineering is dataflow programming, in which the computation is represented as a directed graph (dataflow graph); nodes are the operations
Data_engineering
Executing several computations during overlapping time periods
execution. Dataflow theory later built upon these, and Dataflow architectures were created to physically implement the ideas of dataflow theory. Beginning
Concurrent_computing
ETL tool developed by Microsoft
Microsoft Dataflows, including Power BI Dataflow used with the online Power BI Service or the somewhat more generic version of Microsoft Dataflow used with
Power_Query
Collections) Glenda Linda coordination language Millipede Binary Modular Dataflow Machine (BMDFM) CAL E – and object-oriented Joule – and distributed LabVIEW
List of concurrent and parallel programming languages
List_of_concurrent_and_parallel_programming_languages
Web browser developed by Google
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Google_Chrome
American computer scientist and software engineer
frameworks. Dean also worked on Pathways, an asynchronous distributed dataflow system for neural networks. It was used in PaLM. In April 2018, Dean was
Jeff_Dean
Digital application and media distribution service by Google
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Google_Play
List of programming languages types and the languages that meet its description
events or to process streams of data. Dataflow languages include: Analytica Ballerina Binary Modular Dataflow Machine (BMDFM) CMS Pipelines G (used in
List of programming languages by type
List_of_programming_languages_by_type
Multiparadigm programming language
end thread Y = 2 end The value of a dataflow variable cannot be changed once it is bound: X = 1 X = 2 % error Dataflow variables make it easy to create concurrent
Oz_(programming_language)
Parallel programming model
expire on 23 December 2026. MapReduce tasks must be written as acyclic dataflow programs, i.e. a stateless mapper followed by a stateless reducer, that
MapReduce
semantics, implicit parallelism, and efficient array handling. SISAL outputs a dataflow graph in Intermediary Form 1 (IF1). It was derived from the Value-oriented
SISAL
American software company
promoted for big data, including the former ParAccel, VectorWise, and DataFlow technology. On November 1, 2016, Shine was replaced as chief executive
Actian
Compiler optimization
"backwards may" analysis. The analysis is done in a backwards order, and the dataflow confluence operator is set union. In other words, if applying liveness
Live-variable_analysis
Classification of computer architectures
architectural design as structural considerations are. Thus, the design of dataflow architectures and reduction machines is as much the product of supporting
Duncan's_taxonomy
SIGNAL is a programming language based on synchronized dataflow (flows + synchronization): a process is a set of equations on elementary flows describing
SIGNAL_(programming_language)
Programming language
Lustre is a formally defined, declarative, and synchronous dataflow programming language for programming reactive systems. It began as a research project
Lustre_(programming_language)
Computer programming paradigm
input and output objects of computation. Stream processing encompasses dataflow programming, reactive programming, and distributed data processing. Stream
Stream_processing
Model of computation
computing systems, signal processing systems, stream processing systems, dataflow programming languages, and other computational tasks. KPNs were introduced
Kahn_process_networks
Open-source data analytics cluster computing framework
MapReduce cluster computing paradigm, which forces a particular linear dataflow structure on distributed programs: MapReduce programs read input data from
Apache_Spark
American computer scientist (1945–2021)
a widespread doubt on the future of parallel computing in general and dataflow model of parallel computation in particular. Gao has devoted a majority
Guang_Gao
the term "datastream" for replacing the term dataflow to avoid confusion with dataflow computing or dataflow architecture, based on an indeterministic machine
Datastream
Programming paradigm
(FRP) is a programming paradigm for reactive programming (asynchronous dataflow programming) using the building blocks of functional programming (e.g.
Functional reactive programming
Functional_reactive_programming
Specialized computer language used to describe electronic circuits
three different types of description occur: dataflow, behavioral, and structural. Example of dataflow of VHDL: LIBRARY IEEE; USE IEEE.STD_LOGIC_1164
Hardware_description_language
Array of processing elements specialized for parallelizable workloads
workload must then be mapped onto the processing elements using specialized dataflows. Formulating a mapping involves the assignment of each operation to a
Spatial_architecture
Joule is a capability-secure massively-concurrent dataflow programming language, designed for building distributed applications. It is so concurrent that
Joule_(programming_language)
Programming language
Cal Actor Language) is a high-level programming language for writing (dataflow) actors, which are stateful operators that transform input streams of data
CAL_Actor_Language
Large language model developed by Google
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Gemini_(language_model)
Software feature
implementations in several languages One-way Dataflow Constraints (Reactive Computation in C++) Differential Dataflow Jane Street Incremental Incremental Datalog
Incremental_computing
General purpose toolkit for video
physical interfaces, real-time motion graphics, audio and video. vvvv uses a dataflow approach and a visual programming interface for rapid prototyping and developing
Vvvv
Software design structured around a node graph
investigations in dataflow-based workflows or programs. Since then his thesis has been used as "prior art" in order to quash lawsuits about dataflow ideas today
Node_graph_architecture
one microthread will wait for another to produce data. This is a form of dataflow. This model can be applied to an existing instruction set architecture
Microthread
High-level computer programming conceptualization
allowable solutions (uses constraint satisfaction or simplex algorithm) Dataflow programming – forced recalculation of formulas when data values change
Programming_paradigm
Email service provided by Google
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Gmail
Photo storage service
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Google_Photos
elementary level business activity, as represented on a process model such as a dataflow diagram or IDEF0 model. A common alias is minispec, short for miniature
Process_specification
Qualcomm's Hexagon, and other systems. Kahn process networks Petri net Dataflow architecture Digital signal processing § Implementation Lee, Edward Ashford;
Synchronous_Data_Flow
Web mapping service
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Google_Maps
Computer scientist and engineer
; Stoica, Ion (2014-01-01). "GraphX: Graph Processing in a Distributed Dataflow Framework". Proceedings of the 11th USENIX Conference on Operating Systems
Reynold_Xin
American software company
Platform (HDP): based on Apache Hadoop, Apache Hive, Apache Spark Hortonworks DataFlow (HDF): based on Apache NiFi, Apache Storm, Apache Kafka Hortonworks DataPlane
Hortonworks
Data-flow programming paradigm
FBP is thus naturally component-oriented. FBP is a particular form of dataflow programming based on bounded buffers, information packets with defined
Flow-based_programming
Topics referred to by the same term
execution model whereby changes are automatically propagated through a dataflow network Reactivity (psychology) Reactivity (electronics) Reactivity in
Reactivity
Indian computer scientist (1947–2024)
into the National Academy of Engineering in 2008 for contributions to dataflow and multithread computing and the development of tools for the high-level
Arvind_(computer_scientist)
Search engine from Google
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Google_Search
American computer scientist, academic, educator
languages and software engineering, and in particular on program slicing and dataflow-analysis. She had several best paper and an impact paper award mentioned
Susan_B._Horwitz
Multilingual neural machine translation service
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Google_Translate
Hardware acceleration unit for artificial intelligence tasks
manycore or spatial designs and focus on low-precision arithmetic, novel dataflow architectures, or in-memory computing capability. As of 2024[update], a
Neural_processing_unit
Email service developed by Google
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Inbox_by_Gmail
Topics referred to by the same term
Frank Herbert. Mentat may also refer to: Mentat (computing), a C++ macro-dataflow extension Mentat (company), a software company acquired by Packeteer in
Mentat_(disambiguation)
AMD neural processing unit microarchitecture
supplements the Zen CPU and RDNA GPU on the same chip. XDNA employs a spatial dataflow architecture, where AI Engine (AIE) tiles process data in parallel with
AMD_XDNA
RISC microprocessor
Jurij Šilc; Borut Robič; Theo Ungerer (1999). Processor Architecture: From Dataflow to Superscalar and Beyond. Springer-Verlag Berlin Heidelberg. p. 38.
R3000
3D Internet global map program
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Google_Earth
away a portion of a program. Another use is in obfuscating the control or dataflow of a program to make reverse engineering harder. "A Method for Watermarking
Opaque_predicate
Deep learning software
repository Torch-ios GitHub repository NeuFlow: A Runtime Reconfigurable Dataflow Processor for Vision "Facebook Open-Sources a Trove of AI Tools". Wired
Torch_(machine_learning)
Visual programming language
networking protocol. Pure Data and Max are both examples of dataflow programming languages. Dataflow languages model a program as a directed graph of the data
Pure_Data
Chatbot developed by Google
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Google_Gemini
English electronic music band
Brainwashed.com. Retrieved 18 June 2020. "DATAFLOW ONLINE MUSIC - Michael Wells - a brief summary". Dataflow.org. Retrieved 18 June 2020. The Zobbel website
Greater_Than_One
Fianncial software company
analytics under the Cadency and Adra platforms, as well as products including DATAFlow, ReconNET and, since 2023, Frontier and Accurate. Trintech's headquarters
Trintech
AI research laboratory
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Google_DeepMind
Type of programming language
Java-based tuplespace platform from IBM.[undue weight? – discuss] Dataflow Data flow diagram Dataflow programming Flow-based programming Parallel computing Ciancarini
Linda_(coordination_language)
Online video editing application
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Google_Vids
Object sensitivity Type sensitivity The first two are more often used for dataflow analyses, the latter two are more frequently used for pointer analyses
Polyvariance
Ability of computer instructions to be executed simultaneously with correct results
scheduling, register allocation/renaming, and memory-access optimization. Dataflow architectures are another class of architectures where ILP is explicitly
Instruction-level_parallelism
Cloud-based word processing software
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Google_Docs
Image-generating machine learning model
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Imagen_(text-to-image_model)
Android smartphone model
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Pixel_10_Pro
Category of programming languages
Data-centric programming languages are typically declarative and often dataflow-oriented, and define the processing result desired; the specific processing
Data-centric programming language
Data-centric_programming_language
Topics referred to by the same term
scripting language used with Cakewalk Pro Audio software CAL Actor Language, a dataflow language Cal (application), a former calendar app by Any.do cal (command)
Cal
Blended learning platform by Google
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Google_Classroom
Ticket software for live events (2001–2020)
acquired Dataflow Workspace, a software that helps manage the backend aspects of music and arts festivals. Dataflow Workspace was built by Dataflow Enterprises
Vendini
Digital rights management technology
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Widevine
American international technology company
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Alphabet_Inc.
DATAFLOW
DATAFLOW
DATAFLOW
DATAFLOW
Girl/Female
Biblical
Dissolving.
Male
Romanian
Romanian form of Latin Marcus, MARKU means "defense" or "of the sea."
Male
Slovene
Slovene form of Greek Ioseph (Hebrew Yowceph), JOŽEF means "(God) shall add (another son)."
Boy/Male
Indian, Punjabi, Sikh
Love of God
Boy/Male
Biblical
Their dew, their shadow.
Boy/Male
Muslim
Religion
Boy/Male
Tamil
Lover, Lovable
Boy/Male
Assamese, Hindu, Indian, Traditional
One who is Treated Respectfully
Boy/Male
Tamil
Great charioteer
Boy/Male
Muslim
Victorious
DATAFLOW
DATAFLOW
DATAFLOW
DATAFLOW
DATAFLOW