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Method of analyzing variables in software
Data-flow analysis is a technique for gathering information about the possible set of values calculated at various points in a computer program. It forms
Data-flow_analysis
Graphical representation of the "flow" of data through an information system
another data-flow diagram, which subdivides this process into sub-processes. The data-flow diagram is a tool that is part of structured analysis, data modeling
Data-flow_diagram
Analysis of software performed when running a program
analysis tracks the flow of information from sources to sinks. Forms of dynamic data-flow analysis include dynamic taint analysis and even dynamic symbolic
Dynamic_program_analysis
Program translating executable to source code
must be traced using data flow analysis. The same analysis can be applied to locations that are used for temporaries and local data. A different name can
Decompiler
Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions
Data_analysis
Graphical representation of a computer program or algorithm
flow. The control-flow graph was conceived by Frances E. Allen, who noted that Reese T. Prosser used boolean connectivity matrices for flow analysis before
Control-flow_graph
Process of analyzing computer program behavior
known examples of data-flow analysis is taint checking, which consists of considering all variables that contain user-supplied data – which is considered
Program_analysis
Lab technique in biology and chemistry
data gathered are processed by a computer. Flow cytometry is routinely used in basic research, clinical practice, and clinical trials. Uses for flow cytometry
Flow_cytometry
Instructions a computer can execute
object. Data flow analysis is a design method used to achieve modules of functional cohesion and data coupling. The input to the method is a data-flow diagram
Computer_program
Compiler that optimizes generated code
Alias analysis Pointer analysis Shape analysis Escape analysis Array-access analysis Dependence analysis Control-flow analysis Data-flow analysis Use-define
Optimizing_compiler
In computer science, definite assignment analysis is a data-flow analysis used by compilers to conservatively ensure that a variable or location is always
Definite_assignment_analysis
Analysis of computer programs without executing them
system can be mapped to a true property of the original system). Data-flow analysis, a lattice-based technique for gathering information about the possible
Static_program_analysis
Compiler optimization
In compilers, live variable analysis (or simply liveness analysis) is a classic data-flow analysis to calculate the variables that are live at each point
Live-variable_analysis
Compiler technique
science, control-flow analysis (CFA) is a static-code-analysis technique for determining the control flow of a program. The control flow is expressed as
Control-flow_analysis
Analysis of the movement of substances within various systems
Material flow analysis (MFA), also referred to as substance flow analysis (SFA), is an analytical method to quantify flows and stocks of materials or
Material_flow_analysis
Computing concept
sequential processes Complex event processing Data-flow diagram Data-flow analysis, a type of program analysis Data stream Dataflow programming (a programming
Dataflow
Checking software against a standard
code structure or compilers (precompilers) check syntax and data flow as static program analysis. Dynamic testing takes place when the program itself is run
Software_testing
Communications protocol
more flow collectors. Flow collector: responsible for reception, storage and pre-processing of flow data received from a flow exporter. Analysis application:
NetFlow
Concept in computer science
canonical example of a data-flow analysis in textbooks. The data-flow confluence operator used is set union, and the analysis is forward flow. Reaching definitions
Reaching_definition
control-flow path in the control-flow graph from p to the use with not definition of A on the path. A reachable uses analysis is a data-flow analysis to calculate
Upwards_exposed_uses
Software engineering method
situations) into data and control terminology represented by data flow diagrams. The flow of data and control from bubble to the data store to bubble can
Structured_analysis
Language for controlling a computer
data flow analysis may also be part of static semantics. Programming languages such as Java and C# have definite assignment analysis, a form of data flow
Programming_language
Translator of computer source code
A86 source code for the 8086 (compatible with ASM86). Using global data flow analysis on 8080 register usage, the five-phase multi-pass translator would
Source-to-source_compiler
American computer scientist (1932–2020)
"Control Flow Analysis" and "A Basis for Program Optimization" established "intervals" as the context for efficient and effective data flow analysis and optimization
Frances_Allen
Business process modeling tool
Quality-control-flow diagram, used in quality control. In software and systems development, control-flow diagrams can be used in control-flow analysis, data-flow analysis
Control-flow_diagram
might include static code analysis, data flow analysis, metrics analysis, peer code reviews, unit testing, code coverage analysis, traceability, and other
Development_testing
Compiler optimization
possibility to perform CSE is based on available expression analysis (a data flow analysis). An expression b*c is available at a point p in a program if:
Common subexpression elimination
Common_subexpression_elimination
testing might include static code analysis, data-flow analysis, metrics analysis, peer code reviews, code coverage analysis and other software verification
Software_testing_tactics
Extremely large or complex datasets
capturing data, data storage, data analysis, search, sharing, transfer, visualization, querying, updating, information privacy, and data sources. Big data was
Big_data
Representation of a program
combines data flow and control flow, and relaxes the control flow from a total order to a partial order, keeping only the orderings required by data flow. It
Sea_of_nodes
Transfer of information within a process
guarantees about the confidentiality of the data are given once it is decrypted. In low level information flow analysis, each variable is usually assigned a
Information flow (information theory)
Information_flow_(information_theory)
interprocedural data flow analysis extended the analysis to whole programs. Her 1976 paper with Cocke describes one of the two main analysis strategies used
History of compiler construction
History_of_compiler_construction
Computer science book by Alfred Aho and Jeffrey Ullman
"Syntax Directed Translation" respectively, and rides a horse labeled "Data Flow Analysis". The book may be called the "green dragon book" to distinguish it
Principles_of_Compiler_Design
Software bug in which features stop working
code changes; setting divergence breakpoints; or using incremental data-flow analysis, which identifies test cases - including failing ones - that are relevant
Software_regression
Structured data analysis (SDA) is a method for analysing the flow of information within an organization using data flow diagrams. It was originally developed
Structured data analysis (systems analysis)
Structured_data_analysis_(systems_analysis)
Field of study to extract knowledge from data
a discipline, a workflow, and a profession. Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to
Data_science
Partition of a graph whose components are reachable from all vertices
(1981), "A strong-connectivity algorithm and its applications in data flow analysis", Computers & Mathematics with Applications, 7: 67–72, doi:10
Strongly_connected_component
Topics referred to by the same term
policy Partnership for a Drug-Free America, a nonprofit organization Data-flow analysis, a technique for gathering information about the possible set of values
DFA
Computer program optimization method
Allen, "Interprocedural Data Flow Analysis", IFIPS Proceedings, 1974. Frances E. Allen, and Jack Schwartz, "Determining the Data Flow Relationships in a Collection
Interprocedural_optimization
Process of intercepting and examining messages
passive and active. In passive traffic-analysis method, the attacker extracts features from the traffic of a specific flow on one side of the network and looks
Traffic_analysis
Data file standard
Flow Cytometry Standard (FCS) is a data file standard for the reading and writing of data from flow cytometry experiments. The FCS specification has traditionally
Flow_Cytometry_Standard
computing, in particular compiler construction, value range analysis is a type of data flow analysis that tracks the range (interval) of values that a numeric
Value_range_analysis
conduct high-quality interprocedural analysis, data-flow analysis, data dependence analysis, and array region analysis. Development has ceased, although
Open64
Method of valuing a project, company, or asset
The discounted cash flow (DCF) analysis, in financial analysis, is a method used to value a security, project, company, or asset, that incorporates the
Discounted_cash_flow
Element mapped to itself by a mathematical function
language compilers use fixed point computations for program analysis, for example in data-flow analysis, which is often required for code optimization. They
Fixed_point_(mathematics)
Method of finding a directed graph's strongly connected components
(1981). "A strong-connectivity algorithm and its applications in data flow analysis". Computers & Mathematics with Applications. 7 (1): 67–72. doi:10
Kosaraju's_algorithm
Techniques to study geometric data
spatial analysis is geospatial analysis, the technique applied to structures at the human scale, most notably in the analysis of geographic data. It may
Spatial_analysis
Compiler optimization to remove code which does not affect the program results
dead-code elimination was performed using information derived from data-flow analysis. An algorithm based on static single-assignment form (SSA) appears
Dead-code_elimination
Analysis and solving of problems that involve fluid flows
fluid mechanics that uses numerical analysis and data structures to analyze and solve problems that involve flows. Computers are used to perform the calculations
Computational_fluid_dynamics
Computer code that is never executed
program. Dead code analysis can be performed using live-variable analysis, a form of static-code analysis and data-flow analysis. This is in contrast
Dead_code
Testing and analysis software for Java programming language
software testing and static analysis product developed by Parasoft. The product includes technology for data-flow analysis, unit test-case generation and
Jtest
Data structure that tracks variable use and definitions
and DU chains are created by using a form of static code analysis known as data flow analysis. Knowing the use-def and def-use chains for a program or
Use-define_chain
Study of interactions between travellers and infrastructure
problems. The foundation for modern traffic flow analysis dates back to the 1920s with Frank Knight's analysis of traffic equilibrium, further developed
Traffic_flow
Optimization method in software compilers
occurrence of that expression to the program point. The analysis is an example of a forward data flow analysis problem. A set of available expressions is maintained
Available_expression
Israeli computer scientist (born 1959)
program analysis, shape analysis, abstract interpretation, logic, theorem proving, programming languages, formal methods, data-flow analysis, program
Shmuel_Sagiv
Scheme programming language
Scheme compiler written by Jeffrey Mark Siskind. It uses advanced data flow analysis and type inference and a variety of other optimization methods to
Stalin (Scheme implementation)
Stalin_(Scheme_implementation)
Open-source Java obfuscation tool
as control flow analysis, data-flow analysis, partial evaluation, static single assignment, global value numbering, and liveness analysis. ProGuard can
ProGuard
Set of events in a distributed application or protocol
Distributed data flow (also abbreviated as distributed flow) refers to a set of events in a distributed application or protocol. Distributed data flows serve
Distributed_data_flow
Software that translates code from one programming language to another
following: Analysis: This is the gathering of program information from the intermediate representation derived from the input; data-flow analysis is used
Compiler
Model for identifying computer security threats
of the system often via analysis of data-flow diagrams, which may include a breakdown into processes, data stores, data flows, and trust boundaries. Developed
STRIDE_model
Memory allocation scheme
beginning of each function and deallocated at the end. They then use data flow analysis to determine a lifetime for each static allocation expression, and
Region-based memory management
Region-based_memory_management
Computing technique used to achieve parallelism
1972.5009071. Strout, M.M.; Kreaseck, B.; Hovland, P.D. (2006). "Data-Flow Analysis for MPI Programs": 175–184. doi:10.1109/ICPP.2006.32. {{cite journal}}:
Single_program,_multiple_data
understanding how data flows within a network, identifying influential nodes (people, entities etc.), or discovering trending topics. Social data analysis usually
Social_data_analysis
Process for identifying privacy risks
Preliminary PIA, and then complete a full PIA once it is fully under way. Data Flow Analysis: mapping out how the proposed business process handles personal information
Privacy_impact_assessment
throughput of flow cytometry data, particularly in the 2000s, has led to the creation of a variety of computational analysis methods, data standards, and
Flow_cytometry_bioinformatics
Specific type of graphic flow diagram
Sankey diagrams are a data visualisation technique or flow diagram that emphasizes flow/movement/change from one state to another or one time to another
Sankey_diagram
Centralized storage of knowledge
computing, a data warehouse (DW or DWH), also known as an enterprise data warehouse (EDW), is a system used for reporting and data analysis and is a core
Data_warehouse
Computer programming paradigm
the command line parameters, and illustrate how that data is used and modified. The flow of data is explicit, often visually illustrated as a line or
Dataflow_programming
Pattern of activity often with a result
analyzing flow control or data flow. Examples of tools based on formal analysis frameworks have been developed and used for the analysis of scientific
Workflow
are two classes of dependencies--control dependencies and data dependencies. Dependence analysis determines whether it is safe to reorder or parallelize
Dependence_analysis
Computer program to translate machine language into assembly language
and Extended Length Disassembler Engine for x86-64. Control-flow graph Data-flow analysis Decompiler Andriesse, Dion; Chen, Xiaofei; van der Veen, Victor;
Disassembler
Sequence of data points over time
series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data. Time
Time_series
Software engineering approach to designing and developing information systems
They enable data analysis, mining, and artificial intelligence on a much larger scale than databases can allow, and indeed data often flow from databases
Data_engineering
Representation of graph notation
analysis, enabling the optimizing compiler to make transformations to allow for parallelism. Dependency graph Control-flow graph Data-flow analysis Static
Program_dependence_graph
Visual representation of data
convey data or information. This approach blends data analysis, storytelling, and visualization to present information through structured narrative flows- using
Data and information visualization
Data_and_information_visualization
Software package for analyzing flow cytometry data
FlowJo is a software package for analyzing flow cytometry data. Files produced by modern flow cytometers are written in the Flow Cytometry Standard format
FlowJo
Open-source workflow engine
Flowable Control: A tool for monitoring and managing Flowable’s process and case engines. It provides tools to identify issues, correct case data, and
Flowable
Diagram that represents a workflow or process
diagram Why-because analysis Augmented transition network Business process mapping Data and information visualization Interactive EasyFlow Process architecture
Flowchart
American mathematician (1943–2024)
geometric analysis and partial differential equations, and particularly for developing the theory of Ricci flow. Hamilton introduced the Ricci flow in 1982
Richard_S._Hamilton
Topics referred to by the same term
interactions Structured data analysis (systems analysis), analyzing the flow of information within an organization with data-flow diagrams Systems design,
Systems_analysis_and_design
Automated analyzer using a flow technique
automated analyzer using a flow technique called continuous flow analysis (CFA), or more correctly segmented flow analysis (SFA) first made by the Technicon
AutoAnalyzer
Synchronous Data Flow, Edward A. Lee and David G. Messerschmitt, 1987 Embedded Software Systems course - Synchronous Dataflow SDF analysis and visualization
Synchronous_Data_Flow
Creation of hardware designs from software code
scalable "SDC modulo scheduling" technique was developed on control and data flow graphs and was later extended to pipeline scheduling. This technique uses
High-level_synthesis
Network that allows computers to share resources and communicate with each other
communicating computers and peripherals known as hosts, which communicate data to other hosts via communication protocols, as facilitated by networking
Computer_network
American computer scientist
evaluation and for pioneering work within both data-flow analysis, control-flow analysis and termination analysis. Within the theory of computation, he was
Neil_D._Jones
Facility used to house computer servers
efficiency analysis measures the energy use of data center IT and facilities equipment. A typical energy efficiency analysis measures factors such as a data center's
Data_center
Full immersion in an activity
Flow in positive psychology, also known colloquially as being in the zone or focused, is the mental state in which a person performing some activity is
Flow_(psychology)
Security analysis methodology
technical analysis is an analysis methodology for analysing and forecasting the direction of prices through the study of past market data, primarily
Technical_analysis
Gathering information for analysis
collection remains the same. The goal for all data collection is to capture evidence that allows data analysis to lead to the formulation of credible answers
Data_collection
Partial differential equation
geometry and geometric analysis, the Ricci flow (/ˈriːtʃi/ REE-chee, Italian: [ˈrittʃi]), sometimes also referred to as Hamilton's Ricci flow, is a certain partial
Ricci_flow
Algorithm employed by process and network schedulers in computing
every data flow, where a data flow may be identified by its source and destination address. The algorithm allows every active data flow that has data packets
Round-robin_scheduling
Diagram used in process engineering
Operational data (temperature, pressure, mass flow rate, density, etc.), often by stream references to a mass balance Process stream names Process flow diagrams
Process_flow_diagram
Retrieved 30 May 2022. "Optimal Code Generation (for Expressions) and Data-Flow Analysis" (PDF). Carleton University. Retrieved 30 May 2022. "Code Generation
Ershov_Number
work on data-flow analysis, binary recompilers, multitasking operating systems, graphical user interfaces, disk caching, CD-ROM file system and data structures
List_of_programmers
Origins and events of data
provides a historical record of data origins and transformations. It supports forensic activities such as data-dependency analysis, error/compromise detection
Data_lineage
Collection and manipulation of items of data to produce meaningful information
reducing detailed data to its main points. Aggregation – combining multiple pieces of data. Analysis – the "collection, organization, analysis, interpretation
Data_processing
Statistical method that summarizes and/or integrates data from multiple sources
Meta-analysis is a method of synthesis of quantitative data from multiple independent studies addressing a common research question. An important part
Meta-analysis
frameworks, data engineering tools, statistical software, data analysis, plotting, MLOps systems, and more. Cassandra Query Language Data Analysis Expressions
List_of_data_science_software
American software company
rule-based static code analysis. This technology was subsequently expanded to incorporate security static analysis, data flow analysis, and software metrics
Parasoft
Study of graphs as a representation of relations between discrete objects
high throughput biological data, the analysis of molecular networks has gained significant interest. The type of analysis in this context is closely related
Network_theory
DATA FLOW-ANALYSIS
DATA FLOW-ANALYSIS
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Surname or Lastname
English
English : see Flow.
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Surname or Lastname
English
English : unexplained; possibly a variant of Flew, a metonymic occupational name for a fisherman, from Middle English flue, denoting a kind of fishing net.
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Male
Turkish
Turkish name ATA means "ancestor."
DATA FLOW-ANALYSIS
DATA FLOW-ANALYSIS
Girl/Female
American, Australian, British, Chinese, English, Irish
Descendant of the Little King; Child of the Small Ruler; Spiritual Strength
Girl/Female
American, Australian, British, Chinese, Christian, English, German, Greek
Truthful; Noble Sort; Variant of Alice
Surname or Lastname
English (Midlands)
English (Midlands) : unexplained.
Boy/Male
American, Arabic, Bengali, British, Christian, Danish, Dutch, English, French, German, Greek, Gujarati, Hindu, Indian, Irish, Italian, Jamaican, Kannada, Muslim, Oriya, Polish, Portuguese, Spanish, Swedish, Telugu
To Tame; Subdue; Tamer
Surname or Lastname
English
English : variant of Severn.
Surname or Lastname
English
English : unexplained.Of Irish origin : unexplained; perhaps a variant of Kirrell, an Anglicized form of Ó Coirill (probably ‘descendant of Cairell’, an unexplained personal name).Americanized spelling of German Korell.
Girl/Female
Arabic
Beautiful; Adorned
Boy/Male
American, British, English
Dove
Boy/Male
Australian, British, English
Finished
Girl/Female
Hindu, Indian
Goddess Lakshmi
DATA FLOW-ANALYSIS
DATA FLOW-ANALYSIS
DATA FLOW-ANALYSIS
DATA FLOW-ANALYSIS
DATA FLOW-ANALYSIS
n.
The fruit of the date palm; also, the date palm itself.
n.
A defect; a fault; as, a flaw in reputation; a flaw in a will, in a deed, or in a statute.
superl.
Moderate; not intense; not inflammatory; as, low heat; a low temperature; a low fever.
superl.
Not ready; not prompt or quick; dilatory; sluggish; as, slow of speech, and slow of tongue.
v. i.
To rise, as the tide; -- opposed to ebb; as, the tide flows twice in twenty-four hours.
n. pl.
See Flo.
v. i.
To move with a continual change of place among the particles or parts, as a fluid; to change place or circulate, as a liquid; as, rivers flow from springs and lakes; tears flow from the eyes.
v. t.
To form by inflation; to swell by injecting air; as, to blow bubbles; to blow glass.
v. i.
To proceed; to issue forth; as, wealth flows from industry and economy.
n.
The tidal setting in of the water from the ocean to the shore. See Ebb and flow, under Ebb.
superl.
Not loud; as, a low voice; a low sound.
n.
A low-lying piece of watery land; -- called also flow moss and flow bog.
v. i.
To have or be in abundance; to abound; to full, so as to run or flow over; to be copious.
v. t.
To clear of contents by forcing air through; as, to blow an egg; to blow one's nose.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
n.
A continuous movement of something abundant; as, a flow of words.
pl.
of Flo
v. t.
To put out of breath; to cause to blow from fatigue; as, to blow a horse.
v. t.
To render slow; to slacken the speed of; to retard; to delay; as, to slow a steamer.
n.
A stream of water or other fluid; a current; as, a flow of water; a flow of blood.