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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
DataFlow Group is a global provider of Employment Verification Services, including background screening and immigration compliance. DataFlow Group, founded
DataFlow_Group
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
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
American artificial intelligence company
company designs and manufactures hardware accelerators termed Reconfigurable Dataflow Units (RDUs) adjusted for deep learning models and generative AI applications
SambaNova
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
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
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
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
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
Educational programming system coded 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
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
Dataflow-based graph execution model.
resemblance to dataflow languages from the 1960s–1970s, and again in the 1990s. Dataflow computers execute programs according to the "dataflow firing rule"
Explicit_data_graph_execution
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
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
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
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
and the routing between PEs, a CGRA can be specialized to implement the dataflow graph of a computation, most often the body of a performance-critical loop
Coarse-grained reconfigurable array
Coarse-grained_reconfigurable_array
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
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
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
Irvine Dataflow (Id) is a general-purpose parallel programming language, started at the University of California, Irvine in 1975 by Arvind and K. P. Gostelow
Id_(programming_language)
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)
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
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
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
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
American multinational 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
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
American computer scientist (1945–2021)
and dataflow model of parallel computation in particular. Gao devoted a majority of his research and academic career to carrying on the MIT dataflow model
Guang_Gao
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
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
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
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
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
Video-sharing platform
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
YouTube
Cloud storage and file synchronization 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_Drive
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
American computer scientist and software engineer
implementor of the initial system. Pathways, an asynchronous distributed dataflow system for neural networks. It was used in PaLM. He was an early member
Jeff_Dean
Operating system for mobile devices
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Android_(operating_system)
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)
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
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
Web browser developed 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_Chrome
Computer programming paradigm
input and output objects of computation. Stream processing encompasses dataflow programming, reactive programming, and distributed data processing. Stream
Stream_processing
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
Chatbot developed 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_Gemini
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
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
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 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
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
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)
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
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
Topics referred to by the same term
GRAIL program Flow network, graph-theoretic version of a mathematical flow Dataflow, a broad concept in computer systems with many different meanings Microsoft
Flow
Open-source artificial intelligence ecosystem
(evaluation).. The container format is Protocol Buffers. Each computation dataflow graph is a list of nodes that form an acyclic graph. Nodes have inputs
Open_Neural_Network_Exchange
dataflow by inspecting some packets sent. The networking equipment which uses NBAR does a deep packet inspection on some of the packets in a dataflow
Network Based Application Recognition
Network_Based_Application_Recognition
Large language model developed 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
Gemini_(language_model)
Joule is a capability-secure massively-concurrent dataflow programming language, designed for building distributed applications. It is so concurrent that
Joule_(programming_language)
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)
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)
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
2025 Android smartphones developed 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
Pixel_10_Pro
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
CPU used in the Xbox 360
this interfaces to a 1.35 GHz, 8B wide, FSB dataflow; on the GPU side, it connects to a 16B wide FSB dataflow running at 675 MHz.) Dot product performance:
Xenon_(processor)
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
Software feature
implementations in several languages One-way Dataflow Constraints (Reactive Computation in C++) Differential Dataflow Jane Street Incremental Incremental Datalog
Incremental_computing
Programming language
languages such as SASL, Miranda, ML, Haskell and their successors, and dataflow programming languages like Lucid. ISWIM is an imperative programming language
ISWIM
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
Model of computation
computing systems, signal processing systems, stream processing systems, dataflow programming languages, and other computational tasks. KPNs were introduced
Kahn_process_networks
Measure of the capability and required effort to extend a given system's functionality
system functions. An extensible system is one whose internal structure and dataflow are minimally or not affected by new or modified functionality, for example
Extensibility
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
Email service provided 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
Gmail
Keysight VEE is a graphical dataflow programming software development environment from Keysight Technologies for automated test, measurement, data analysis
Keysight_VEE
Financial 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
Programming tool for network-aware devices
Node-RED applications on FlowFuse Cloud. Free and open-source software portal Dataflow programming Visual programming language Yahoo Pipes Matter (standard) Thread
Node-RED
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
Topics referred to by the same term
Group, a family entertainment production company Keysight VEE, a graphical dataflow programming software development environment from Keysight Technologies
Vee
American computer scientist
hardware to conventional shared-nothing hardware coupled with highly parallel dataflow software. In 1984, DeWitt started the Gamma project to explore whether
David_DeWitt
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)
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
Programming paradigm based on asynchronous data streams
non-deterministic evaluation process and results Update process – callback versus dataflow versus actor model Reactive programming language runtimes are represented
Reactive_programming
Online tool for synthesizing documents
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Gemini_Notebook
Hardware description language
is that VHDL allows the description of a concurrent system. VHDL is a dataflow language in which every statement is considered for execution simultaneously
VHDL
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)
Large language model developed 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
PaLM
American international technology conglomerate
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.
Qualcomm's Hexagon, and other systems. Kahn process networks Petri net Dataflow architecture Digital signal processing § Implementation Lee, Edward Ashford;
Synchronous_Data_Flow
Computing system for indivisible operations
A Dataflow Diagram of backup and recovery procedures
Transaction_processing_system
Inherent parallelism in expressed computation
Programming languages with implicit parallelism include Axum, Binary Modular Dataflow Machine (BMDFM), High Performance Fortran (HPF), Id, LabVIEW, MATLAB M-code
Implicit_parallelism
CEO of Alphabet Inc. and Google (born 1972)
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Sundar_Pichai
2026 Android smartphone developed 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
Pixel_11
2026 Android smartphones developed 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
Pixel_11_Pro
Indian train tracking application
API Charts Chrome Frame Chromium Blink Closure Tools Cloud Connect Cloud Dataflow Cloud Datastore Cloud Messaging Cloud Shell Cloud Storage Code Search Compute
Where_Is_My_Train
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
Version control system 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
Piper_(source_control_system)
travel, tourism, insurance
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travel, tourism, insurance