Four-class labels
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Binary labels
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Entity
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Definition1
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Definition2
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markup language
language that describes the content and structure of a document by &"marking up&" or tagging, different document elements
the most common language for defining the structure and layout of web pages
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peer-to-peer networks
a network of computers configured to allow certain files and folders to be shared with everyone or with selected users.
a network of computers configured to allow file sharing
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3d model
a scaled representation of a building or interior with length, width, and depth. can be physical or digital
represents a physical object using a collection of points in 3d space, connected by various geometric entities such as triangles, lines, curved surfaces, etc.
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3d model
hierarchically organized in terms of surface and volume.
a graphical representation off something three-dimensional
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cost function
- measures the distance, cost, between the hypothesis fx and training set - a minimization problem
we can measure the accuracy of our hypothesis function by using a cost function
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cost function
- measures the distance, cost, between the hypothesis fx and training set - a minimization problem
measures how bad the model is (people tend to use this for linear regression to measure the residuals between the models predictions and training examples)
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cost function
function that compares output of neural network with the expected outcome given in a training set.
measures how far off we are from the expected value. y represents true value a represents neuron's prediction
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cost function
measures how bad the model is (people tend to use this for linear regression to measure the residuals between the models predictions and training examples)
we can measure the accuracy of our hypothesis function by using a cost function
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data objects
described by a number of attributes
data sets are made up of data objects. a data object represents an entity. data objects are described by attributes. database rows -> data objects; columns ->attributes
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control flow graph
an abstract representation of all possible sequences of events (paths) in the execution through a component or system.
a model representating the execution paths that can be taken through a program
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control flow graph
an abstract representation of all possible sequences of events (paths) in the execution through a component or system.
models all executions of a program by describing control structures
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hash functions
cryptographic algorithms that provide message integrity by producing a condensed representation of a message called a message digest
mathematical algorithms that generate a message summary or digest in order to confirm message identity and integrity
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mobile code
code that can be transmitted across a network, to be executed by a system or device on the other end.
a form of software transmitted to and executed on a client. hackers can use mobile code for malicious purposes.
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mobile code
code that can be transmitted across a network, to be executed by a system or device on the other end.
any software that is transmitted across a network to be executed on a local system.
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mobile code
a form of software transmitted to and executed on a client. hackers can use mobile code for malicious purposes.
any software that is transmitted across a network to be executed on a local system.
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mobile code
software (e.g., script, macro, or other portable instruction) that can be shipped unchanged to a heterogeneous collection of platforms and execute with identical semantics
refers to programs that can be shipped unchanged to a heterogeneous collection of platforms and executes with identical semantics
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software design
the development of a software hierarchical structure is accomplished in preliminary design to establish the basic relationships between the functional elements of the software
finding an appropriate software structure to capture the problem. determining architecture. design objects reflect software constraints. white box
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software design
a process of implementing software solutions to one or more set of problems
software design is the process by which an agent creates a specification of a software
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software design
a process (the how) to transform requirements into some suitable form, which helps the programmer in software coding and implementation.
software design is the process by which an agent creates a specification of a software
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software design
the development of a software hierarchical structure is accomplished in preliminary design to establish the basic relationships between the functional elements of the software
transforms software reqs into descriptions of the solution. architecture design and detail design can be iterative
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software design
a process of implementing software solutions to one or more set of problems
a process (the how) to transform requirements into some suitable form, which helps the programmer in software coding and implementation.
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software design
transforms software reqs into descriptions of the solution. architecture design and detail design can be iterative
finding an appropriate software structure to capture the problem. determining architecture. design objects reflect software constraints. white box
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software design
is the activity of specifying the nature and composition of software products that satisfy the clients needs and desires, subject to constraints
the process of creating a specification of a software artifact, intended to accomplish goals, using a set of primitive components and subject constraints.
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software design
design a software structure that realizes the specification
the design of the software to be built
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model-driven engineering
an approach to software development where models rather than programs are the principal outputs of the development process (kent, 2002; schmidt, 2006).
an approach to software development whereby models rather than programs are the principle outputs of the development process.
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model-driven engineering
creating models, rather than software, programs are then generated from the models
an approach to software development in which a system is represented as a set of models that can be automatically transformed to executable code
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model-driven engineering
model-driven engineering (mde) is an approach to software development here models rather than programs are the principal outputs of the development process
an approach to software development whereby models rather than programs are the principle outputs of the development process.
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model-driven engineering
an approach to software development where models rather than programs are the principal outputs of the development process (kent, 2002; schmidt, 2006).
model-driven engineering (mde) is an approach to software development here models rather than programs are the principal outputs of the development process
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intrusion detection
notice when security fails, take steps to correct problem
work from the assumption that sooner or later your security measures will fail
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intrusion detection
the process or procedures that warn you about successful or failed unauthorized access to a system.
the process of detecting an unauthorized use of, or attack upon, a computer network, or telecommunications infrastructure.
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intrusion detection
the process of detecting an unauthorized use of, or attack upon, a computer network, or telecommunications infrastructure.
the process of identifying attempts or actions to penetrate a system and gain unauthorized access.
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intrusion detection
enables the collection of information about intrusion techniques that can be used to strengthen the intrusion prevention facilty
consists of procedures and systems that are created and operated to detect system intrusions
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fundamental principles
principles or ideas that have shaped government in the united states
define and shape american constitutional government
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implementation issues
1. reuse 2. configuration management 3. host-target development
software engineering includes all of the activities involved in software development from the initial requirements of the system through to maintenance and management of the deployed system
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requirements specification
designer and customer try capture what the system is expected to provide can be expressed in natural language or more precise languages, such as a task analysis would provide
the systems analyst specifies a list of requirements for the new system ('requirements' simply means targets or aims).
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requirements specification
a process, how the requirements are written (specified) a product, a written specification of the requirements
collating requirements into a requirements document
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requirements specification
collating requirements into a requirements document
-the process of formally documenting the user and system requirements and creating a software requirements document.
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requirements specification
activity of translating the information gathered during the analysis activity into a document that defines a set of requirements
is the process of gathering data to identify the client and project requirements.
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requirements specification
activity of translating the information gathered during requirements analysis into a document that defines a set of requirements. user & system requirements
requirements specification is the activity of translating the information gathered during the analysis activity into a document thatdefines a set of requirements
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requirements specification
restates the requirements as a specification of how the proposed system shall behave (aimed at technical audience)
restating requirements in a technical format that is actionable by developers
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requirements specification
designer and customer try capture what the system is expected to provide can be expressed in natural language or more precise languages, such as a task analysis would provide
precise description of properties or behaviors that something must have
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requirements specification
restates the requirements as a specification of how the proposed system shall behave (aimed at technical audience)
documenting the user's needs/ constraints concisely
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requirements specification
clear list of the functional and non-functional requirements for a proposed it project.
designer and customer try capture what the system is expected to provide can be expressed in natural language or more precise languages, such as a task analysis would provide
1
0
requirements specification
activity of translating the information gathered during requirements analysis into a document that defines a set of requirements. user & system requirements
is the process of gathering data to identify the client and project requirements.
1
0
requirements specification
designer and customer try capture what the system is expected to provide can be expressed in natural language or more precise languages, such as a task analysis would provide
determining and documenting the detailed features and functions desired in the system in order to meet the organization's specific goals
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requirements specification
clear list of the functional and non-functional requirements for a proposed it project.
determining and documenting the detailed features and functions desired in the system in order to meet the organization's specific goals
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1
requirements specification
a process, how the requirements are written (specified) a product, a written specification of the requirements
the process of writing down the user and system requirements in a requirements document.
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0
requirements specification
documenting the user's needs/ constraints concisely
restating requirements in a technical format that is actionable by developers
2
1
requirements specification
the systems analyst specifies a list of requirements for the new system ('requirements' simply means targets or aims).
determining and documenting the detailed features and functions desired in the system in order to meet the organization's specific goals
2
1
requirements specification
the systems analyst specifies a list of requirements for the new system ('requirements' simply means targets or aims).
precise description of properties or behaviors that something must have
3
1
requirements specification
activity of translating the information gathered during the analysis activity into a document that defines a set of requirements
requirements specification is the activity of translating the information gathered during the analysis activity into a document thatdefines a set of requirements
1
0
requirements specification
collating requirements into a requirements document
the process of writing down the user and system requirements in a requirements document.
2
1
requirements specification
a process, how the requirements are written (specified) a product, a written specification of the requirements
-the process of formally documenting the user and system requirements and creating a software requirements document.
2
1
requirements specification
activity of translating the information gathered during requirements analysis into a document that defines a set of requirements. user & system requirements
activity of translating the information gathered during the analysis activity into a document that defines a set of requirements
0
0
requirements specification
clear list of the functional and non-functional requirements for a proposed it project.
the systems analyst specifies a list of requirements for the new system ('requirements' simply means targets or aims).
2
1
requirements specification
requirements specification is the activity of translating the information gathered during the analysis activity into a document thatdefines a set of requirements
is the process of gathering data to identify the client and project requirements.
2
1
requirements specification
restates the requirements as a specification of how the proposed system shall behave (aimed at technical audience)
a collection of engineering and marketing requirements that a system must satisfy in order for it to be successful
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requirements specification
a collection of engineering and marketing requirements that a system must satisfy in order for it to be successful
restating requirements in a technical format that is actionable by developers
1
0
triangle inequality
for all edges (u,v), we have delta(s,v) <= delta(s,u) + w(u,v)
a stop between vertices never increases cost
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network size
inequality in social capital among different kinds of people
the number of actors in the network
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web services
small pieces of code that are accessed via the application server, and permit interoperable machine-to-machine interaction over a network.
data is accessed and exchanged over networks and the internet between software components, using http and other web-based protocols.
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web services
these are web based tools to permit communication among different software applications
web services return data rather than entire html documents and are are served over http and that they can have many different types of clients.
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web services
applications that return data; enable you to exchange data from one computer to another over the internet or an intranet.
data is accessed and exchanged over networks and the internet between software components, using http and other web-based protocols.
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web services
applications that return data; enable you to exchange data from one computer to another over the internet or an intranet.
software that electronically links applications of different users and different platforms
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web services
applications that return data; enable you to exchange data from one computer to another over the internet or an intranet.
small pieces of code that are accessed via the application server, and permit interoperable machine-to-machine interaction over a network.
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web services
allow developers to package application logic into services whose interfaces are described with the web service description language (wsdl)
these are web based tools to permit communication among different software applications
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web services
web-based method allowing applications to connect to other software applications over a network (exchange info between service providers and consumers)
software that electronically links applications of different users and different platforms
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web services
web-based method allowing applications to connect to other software applications over a network (exchange info between service providers and consumers)
small pieces of code that are accessed via the application server, and permit interoperable machine-to-machine interaction over a network.
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web services
integrates web based applications using xml soap wsdl uddi.
small pieces of code that are accessed via the application server which permit interoperable machine-to-machine interaction over a network. a web service is merely an api wrapped in http
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web services
web-based method allowing applications to connect to other software applications over a network (exchange info between service providers and consumers)
use simple object access protocol (soap) to exchange data
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web services
the term &"web service&" describes a standardized way of integrating web-based applications using the xml, soap, wsdl and uddi open standards over an internet protocol backbone.
small pieces of code that are accessed via the application server which permit interoperable machine-to-machine interaction over a network. a web service is merely an api wrapped in http
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web services
small pieces of code that are accessed via the application server, and permit interoperable machine-to-machine interaction over a network.
use simple object access protocol (soap) to exchange data
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1
web services
a combination of software tools that let application software in one organization communicate with other applications over a network using the soap, uddi, and wsdl protocols
the term &"web service&" describes a standardized way of integrating web-based applications using the xml, soap, wsdl and uddi open standards over an internet protocol backbone.
1
0
web services
web-based method allowing applications to connect to other software applications over a network (exchange info between service providers and consumers)
in this data exchange system, data is accessed and exchanged over networks and the internet between software components, using web based protocols
1
0
web services
applications that return data; enable you to exchange data from one computer to another over the internet or an intranet.
use simple object access protocol (soap) to exchange data
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web services
platform-independent information exchange systems that use the internet to allow interaction between firms.
a collection of technologies and standards that allow services to be provided on distributed systems and be &"served up&" in one place.
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web services
applications that return data; enable you to exchange data from one computer to another over the internet or an intranet.
in this data exchange system, data is accessed and exchanged over networks and the internet between software components, using web based protocols
2
1
web services
a combination of software tools that let application software in one organization communicate with other applications over a network using the soap, uddi, and wsdl protocols
small pieces of code that are accessed via the application server which permit interoperable machine-to-machine interaction over a network. a web service is merely an api wrapped in http
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1
web services
data is accessed and exchanged over networks and the internet between software components, using http and other web-based protocols.
in this data exchange system, data is accessed and exchanged over networks and the internet between software components, using web based protocols
0
0
web services
allow developers to package application logic into services whose interfaces are described with the web service description language (wsdl)
web services return data rather than entire html documents and are are served over http and that they can have many different types of clients.
0
0
web services
in this data exchange system, data is accessed and exchanged over networks and the internet between software components, using web based protocols
software that electronically links applications of different users and different platforms
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web services
soa (service oriented architecture) designed programs that comply with web service standards
services delivered over the internet. -designed for application to application interaction -should be interoperable (not platform dependent) -allow communication over a network (speak to a database)
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web services
data is accessed and exchanged over networks and the internet between software components, using http and other web-based protocols.
use simple object access protocol (soap) to exchange data
0
0
web services
software that electronically links applications of different users and different platforms
use simple object access protocol (soap) to exchange data
1
0
web services
small pieces of code that are accessed via the application server, and permit interoperable machine-to-machine interaction over a network.
software that electronically links applications of different users and different platforms
2
1
web services
web-based method allowing applications to connect to other software applications over a network (exchange info between service providers and consumers)
data is accessed and exchanged over networks and the internet between software components, using http and other web-based protocols.
0
0
web services
a collection of technologies and standards that allow services to be provided on distributed systems and be &"served up&" in one place.
when companies have the options to license functions provided by other companies instead of writing the code themselves.
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web services
small pieces of code that are accessed via the application server, and permit interoperable machine-to-machine interaction over a network.
in this data exchange system, data is accessed and exchanged over networks and the internet between software components, using web based protocols
0
0
web services
data is accessed and exchanged over networks and the internet between software components, using http and other web-based protocols.
software that electronically links applications of different users and different platforms
1
0
process models
- waterfall model/software lifecycle model - evolutionary development - rational unified process - agile development
- waterfall - v - prototyping - phased development (increments + iteration) - spiral - agile
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process models
activity diagrams; shows the processes that are performed and how data moves among them
•process-driven: module calls control the flow of the program •dialog-driven: interactions with the user control the flow of the program •data-driven: data format allows simple reporting logic
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process models
reveal how the system being developed is used in broader business processes.
•process-driven: module calls control the flow of the program •dialog-driven: interactions with the user control the flow of the program •data-driven: data format allows simple reporting logic
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process models
- waterfall model/software lifecycle model - evolutionary development - rational unified process - agile development
• code & fix • linear sequential • incremental process models • evolutionary (prototyping, spiral) • concurrent models • component-based development • formal methods model
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network interface
the public, private, or elastic ip addresses of an ec2 instance.
technologies addressed by layer 1 and layer 2 of osi. also called network access layer
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network interface
the public, private, or elastic ip addresses of an ec2 instance.
a network interface is the point of interconnection between a computer and a private or public network.
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network interface
software, servers, and cable connections used to link computers
a device that converts digital data that's coming from the computer into some type of signal that can be transmitted on the network medium.
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network interface
router port for packet output from routing table for given ip, in routing table
every tcp/ip data packet must have a destination and a source mac address in the tcp/ip header
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data analysis
graphing data (histogram)
tool to represent and test hypotheses about data
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data analysis
- make hypotheses - look for what is not there - scrutinize for the obvious - keep your mind open - trust the data - watch the &"n&"
the process of interpreting the meaning of data collected in an experiment, finding patterns in the data, and thinking about what the patterns mean.
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data analysis
is a process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision-making.
makes sense of an organization's collected data and turn it into useful information and validate their future decisions.