This document discusses software requirements and their role in software engineering. It defines requirements as descriptions of system services and constraints generated during requirements engineering. Requirements can range from high-level statements to detailed specifications. The document outlines different types of requirements including functional and non-functional requirements, and describes how requirements are organized in a requirements document.
The document discusses key topics in requirements engineering including:
- Functional and non-functional requirements, including examples from a medical appointment scheduling system.
- The importance of precise, complete, and consistent requirements to avoid misinterpretation.
- Types of non-functional requirements like performance, reliability, and usability. Metrics are used to specify some.
- Domain requirements imposed by the system's operational environment, which can generate new requirements or constraints. Understanding domain needs is challenging for non-specialists.
This document discusses different levels of software requirements including business requirements, user requirements, functional requirements, and non-functional requirements. It also describes the importance of involving stakeholders, and outlines characteristics of good requirement statements and specifications such as being complete, consistent, unambiguous, and traceable.
Software Requirements in Software Engineering SE5koolkampus
The document introduces software requirements and describes how they are used to define what a system should do. It explains that requirements can be functional or non-functional, and discusses how requirements are organized in documents. Requirements describe the services and constraints for the system from the perspectives of users and developers.
This chapter discusses requirements engineering, which involves establishing the services customers require from a system and the constraints it operates under. It describes different types of requirements like functional and non-functional requirements. Functional requirements specify system services and behaviors, while non-functional requirements constrain aspects like timing and development process. The chapter also covers topics like ambiguous requirements, completeness, consistency, and how requirements are documented in a software requirements specification.
This document discusses different types of software requirements including functional requirements, non-functional requirements, product requirements, organizational requirements, and external requirements. Functional requirements describe what the system does, non-functional requirements relate to system properties like performance and reliability, and examples are provided for each type of requirement. It is noted that non-functional requirements can be difficult to define and measure but provide important guidance for system design and development.
This document outlines a software requirement specification (SRS) for a software system. It defines what an SRS is, including that it provides a complete description of the system's behavior and documents interactions between users and the software. The document also describes the key components of an SRS, including functionality, objectives, requirements, and constraints. It explains that an SRS is important as the official contract between developers and users, and serves as the basis for further system development. Finally, it provides an outline for the structure and contents of a full SRS document.
The document discusses requirements engineering for software systems. It covers topics like functional and non-functional requirements, the requirements engineering process, elicitation, specification, validation, and change. It defines what requirements are, their different types and levels of abstraction. It also discusses stakeholders, and provides examples of functional and non-functional requirements for a healthcare management system called Mentcare.
The document discusses key topics in requirements engineering including:
- Functional and non-functional requirements, including examples from a medical appointment scheduling system.
- The importance of precise, complete, and consistent requirements to avoid misinterpretation.
- Types of non-functional requirements like performance, reliability, and usability. Metrics are used to specify some.
- Domain requirements imposed by the system's operational environment, which can generate new requirements or constraints. Understanding domain needs is challenging for non-specialists.
This document discusses different levels of software requirements including business requirements, user requirements, functional requirements, and non-functional requirements. It also describes the importance of involving stakeholders, and outlines characteristics of good requirement statements and specifications such as being complete, consistent, unambiguous, and traceable.
Software Requirements in Software Engineering SE5koolkampus
The document introduces software requirements and describes how they are used to define what a system should do. It explains that requirements can be functional or non-functional, and discusses how requirements are organized in documents. Requirements describe the services and constraints for the system from the perspectives of users and developers.
This chapter discusses requirements engineering, which involves establishing the services customers require from a system and the constraints it operates under. It describes different types of requirements like functional and non-functional requirements. Functional requirements specify system services and behaviors, while non-functional requirements constrain aspects like timing and development process. The chapter also covers topics like ambiguous requirements, completeness, consistency, and how requirements are documented in a software requirements specification.
This document discusses different types of software requirements including functional requirements, non-functional requirements, product requirements, organizational requirements, and external requirements. Functional requirements describe what the system does, non-functional requirements relate to system properties like performance and reliability, and examples are provided for each type of requirement. It is noted that non-functional requirements can be difficult to define and measure but provide important guidance for system design and development.
This document outlines a software requirement specification (SRS) for a software system. It defines what an SRS is, including that it provides a complete description of the system's behavior and documents interactions between users and the software. The document also describes the key components of an SRS, including functionality, objectives, requirements, and constraints. It explains that an SRS is important as the official contract between developers and users, and serves as the basis for further system development. Finally, it provides an outline for the structure and contents of a full SRS document.
The document discusses requirements engineering for software systems. It covers topics like functional and non-functional requirements, the requirements engineering process, elicitation, specification, validation, and change. It defines what requirements are, their different types and levels of abstraction. It also discusses stakeholders, and provides examples of functional and non-functional requirements for a healthcare management system called Mentcare.
The document summarizes key concepts from a lecture on requirement engineering. It defines requirements as descriptions of the services and constraints needed for a system. Requirement engineering is the process of discovering, analyzing, documenting, and validating system requirements through tasks like stakeholder interviews, document analysis, and specification. It explains that requirements come from users and stakeholders, and are documented in various forms like user requirements, system requirements, and software design specifications to communicate needs to different audiences like clients, engineers, and developers.
The document defines an SRS as the official statement of what system developers should implement, providing a complete description of the system behavior. An SRS precisely defines the software product and is used to understand requirements to design the software. It includes the purpose, product scope, features, interfaces, and other functional and non-functional requirements. The SRS benefits include establishing agreement between customers and suppliers, reducing development effort, and providing a baseline for validation.
Discusses the microservices architectural style for cloud-based systems. Explains what is meant by microservices and architectural choices for microservices
The presentation discusses software requirements and specifications. It defines user requirements as more abstract statements of what services the system should provide, while system requirements provide more detailed descriptions of the system's functions and constraints. Functional requirements describe what the system will do, including inputs, outputs, and business rules. Non-functional requirements describe emergent system properties like performance, availability, and security. Finally, a software requirements document formally specifies both the user and system requirements and serves as an agreement between developers and customers.
This document is a software requirements specification (SRS) for an unnamed project. It provides an overview of the purpose and scope of the software, describes external interface requirements, system features, and other nonfunctional requirements. The document includes sections for introduction, overall description, external interface requirements, system features, other nonfunctional requirements, and appendices. Requirements are organized by system features and specified individually with unique identifiers.
Software Requirement Specification is a most important topic asked in exams and for presentations in B.Tech comp. engg. This presentation contains all the important topic and deep knowledge of SRS.It includes definition, scope, role, how to write srs, template and template description. It tells how to build SRS and also includes examples for ease.
Objectives:
1. To understand the different processes in the realm of ‘Requirements Engineering’.
2. To see the challenges in requirements development and the importance of getting requirements right in an IT project.
3. To understand the different techniques used in different phases and processes of requirements development and management.
This document discusses requirements analysis for network design. Requirements analysis involves identifying, gathering, and understanding system requirements and their characteristics. It determines user expectations for a new or modified product through communication with clients. Requirements analysis provides descriptions of network functions and performance to help designers understand network behaviors. Both functional requirements like input/output and non-functional requirements like security, quality, and performance are analyzed. Requirements analysis results in informed choices of network technologies, services, and proper sizing of networks and elements for users and applications.
The document discusses key aspects of requirements engineering including types of requirements, the requirements engineering process, and techniques used in requirements elicitation and analysis. It describes user requirements, system requirements, functional requirements, non-functional requirements, and domain requirements. The requirements engineering process involves activities like feasibility studies, requirements elicitation and analysis, requirements specification, validation, and management. Requirements elicitation and analysis techniques include requirements discovery, classification, prioritization, documentation, and dealing with issues that can arise.
The document discusses software requirements and requirements engineering. It covers what requirements are, different types of requirements like user requirements and system requirements, and how requirements are specified. Functional and non-functional requirements are described as well as common challenges in requirements engineering like ambiguity, incompleteness, and consistency issues. Different methods for specifying requirements formally are also presented, including structured natural language, forms-based approaches, and programming language-based definitions.
The document discusses requirements engineering for software projects. It defines what requirements are, different types of requirements like user requirements and system requirements. It explains how requirements are developed through tasks like elicitation, elaboration and specification. Requirements should be written to be complete, consistent and unambiguous. The document outlines guidelines for writing requirements and the structure of a requirements document. Validation techniques help check that requirements are valid, consistent, complete and verifiable.
This document outlines the requirements for an eCommerce product to be developed by IBEE Solutions. It includes sections for an introduction, overall description of the product, external interface requirements, functional requirements for both the front-end storefront and back-end administrative tools, non-functional requirements regarding usability, performance, and compatibility. The functional requirements section lists over 40 specific requirements for features like registration, login, product catalog, search, shopping cart, and administrative functions such as managing products, categories, orders, and reports. The document provides a detailed outline of system requirements to guide development of the eCommerce platform.
This document discusses software maintenance. It defines maintenance as modifying software after delivery to fix bugs, improve performance, or adapt to changes. Approximately 70% of software costs are for maintenance. Maintainability refers to how easy software is to correct, adapt, or enhance. Common maintenance types are corrective, adaptive, and perfective. Proper documentation and design are important to reduce maintenance costs and issues like degraded structure over time.
Srs (software requirement specification) in software engineering basics by ra...Ram Paliwal
The document discusses software requirement specification (SRS), which defines the necessary functional and non-functional requirements for a software system from the user's perspective. An SRS is developed through an agreement between the customer and contractors. It should have characteristics like correctness, completeness, consistency, unambiguity, modifiability, verifiability and testability. The SRS is used to guide software development and testing.
This document discusses software quality factors and different models for categorizing them. It summarizes McCall's quality factors model, which groups factors into three categories: product operation, product revision, and product transition. Under each category it lists the specific factors, like correctness, reliability, and maintainability, and provides examples. It also discusses some alternative models that suggest additional quality factors like verifiability, expandability, safety, and manageability. The document emphasizes that both developers and clients should care about software quality factors and they may prioritize different factors for different types of applications.
Articulo sobre Articulación con la educación superior.pdfwebcolegioeum
Este documento presenta las competencias laborales generales que el sistema educativo colombiano debe desarrollar en los estudiantes. Explica que las competencias laborales, al igual que las competencias básicas y ciudadanas, son fundamentales para mejorar la calidad de la educación. Define las competencias laborales generales como aquellas aplicables a cualquier tipo de trabajo e incluye ejemplos de cómo incorporarlas al currículo escolar trabajando en colaboración con el sector productivo. El objetivo final es formar estudiantes competentes que puedan desempeñarse con éx
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Training and development aims to improve employee performance and establish skills. It enhances knowledge but also changes attitudes and competencies. Training differs from education in focusing more on practical skills for a particular role. Organizations provide training internally through existing staff or externally through consultants to develop employee and organizational abilities. This benefits both individual career growth and company performance. Effective induction programs help new employees adapt quickly by introducing them to organizational culture and reducing reality shock.
The document summarizes key concepts from a lecture on requirement engineering. It defines requirements as descriptions of the services and constraints needed for a system. Requirement engineering is the process of discovering, analyzing, documenting, and validating system requirements through tasks like stakeholder interviews, document analysis, and specification. It explains that requirements come from users and stakeholders, and are documented in various forms like user requirements, system requirements, and software design specifications to communicate needs to different audiences like clients, engineers, and developers.
The document defines an SRS as the official statement of what system developers should implement, providing a complete description of the system behavior. An SRS precisely defines the software product and is used to understand requirements to design the software. It includes the purpose, product scope, features, interfaces, and other functional and non-functional requirements. The SRS benefits include establishing agreement between customers and suppliers, reducing development effort, and providing a baseline for validation.
Discusses the microservices architectural style for cloud-based systems. Explains what is meant by microservices and architectural choices for microservices
The presentation discusses software requirements and specifications. It defines user requirements as more abstract statements of what services the system should provide, while system requirements provide more detailed descriptions of the system's functions and constraints. Functional requirements describe what the system will do, including inputs, outputs, and business rules. Non-functional requirements describe emergent system properties like performance, availability, and security. Finally, a software requirements document formally specifies both the user and system requirements and serves as an agreement between developers and customers.
This document is a software requirements specification (SRS) for an unnamed project. It provides an overview of the purpose and scope of the software, describes external interface requirements, system features, and other nonfunctional requirements. The document includes sections for introduction, overall description, external interface requirements, system features, other nonfunctional requirements, and appendices. Requirements are organized by system features and specified individually with unique identifiers.
Software Requirement Specification is a most important topic asked in exams and for presentations in B.Tech comp. engg. This presentation contains all the important topic and deep knowledge of SRS.It includes definition, scope, role, how to write srs, template and template description. It tells how to build SRS and also includes examples for ease.
Objectives:
1. To understand the different processes in the realm of ‘Requirements Engineering’.
2. To see the challenges in requirements development and the importance of getting requirements right in an IT project.
3. To understand the different techniques used in different phases and processes of requirements development and management.
This document discusses requirements analysis for network design. Requirements analysis involves identifying, gathering, and understanding system requirements and their characteristics. It determines user expectations for a new or modified product through communication with clients. Requirements analysis provides descriptions of network functions and performance to help designers understand network behaviors. Both functional requirements like input/output and non-functional requirements like security, quality, and performance are analyzed. Requirements analysis results in informed choices of network technologies, services, and proper sizing of networks and elements for users and applications.
The document discusses key aspects of requirements engineering including types of requirements, the requirements engineering process, and techniques used in requirements elicitation and analysis. It describes user requirements, system requirements, functional requirements, non-functional requirements, and domain requirements. The requirements engineering process involves activities like feasibility studies, requirements elicitation and analysis, requirements specification, validation, and management. Requirements elicitation and analysis techniques include requirements discovery, classification, prioritization, documentation, and dealing with issues that can arise.
The document discusses software requirements and requirements engineering. It covers what requirements are, different types of requirements like user requirements and system requirements, and how requirements are specified. Functional and non-functional requirements are described as well as common challenges in requirements engineering like ambiguity, incompleteness, and consistency issues. Different methods for specifying requirements formally are also presented, including structured natural language, forms-based approaches, and programming language-based definitions.
The document discusses requirements engineering for software projects. It defines what requirements are, different types of requirements like user requirements and system requirements. It explains how requirements are developed through tasks like elicitation, elaboration and specification. Requirements should be written to be complete, consistent and unambiguous. The document outlines guidelines for writing requirements and the structure of a requirements document. Validation techniques help check that requirements are valid, consistent, complete and verifiable.
This document outlines the requirements for an eCommerce product to be developed by IBEE Solutions. It includes sections for an introduction, overall description of the product, external interface requirements, functional requirements for both the front-end storefront and back-end administrative tools, non-functional requirements regarding usability, performance, and compatibility. The functional requirements section lists over 40 specific requirements for features like registration, login, product catalog, search, shopping cart, and administrative functions such as managing products, categories, orders, and reports. The document provides a detailed outline of system requirements to guide development of the eCommerce platform.
This document discusses software maintenance. It defines maintenance as modifying software after delivery to fix bugs, improve performance, or adapt to changes. Approximately 70% of software costs are for maintenance. Maintainability refers to how easy software is to correct, adapt, or enhance. Common maintenance types are corrective, adaptive, and perfective. Proper documentation and design are important to reduce maintenance costs and issues like degraded structure over time.
Srs (software requirement specification) in software engineering basics by ra...Ram Paliwal
The document discusses software requirement specification (SRS), which defines the necessary functional and non-functional requirements for a software system from the user's perspective. An SRS is developed through an agreement between the customer and contractors. It should have characteristics like correctness, completeness, consistency, unambiguity, modifiability, verifiability and testability. The SRS is used to guide software development and testing.
This document discusses software quality factors and different models for categorizing them. It summarizes McCall's quality factors model, which groups factors into three categories: product operation, product revision, and product transition. Under each category it lists the specific factors, like correctness, reliability, and maintainability, and provides examples. It also discusses some alternative models that suggest additional quality factors like verifiability, expandability, safety, and manageability. The document emphasizes that both developers and clients should care about software quality factors and they may prioritize different factors for different types of applications.
Articulo sobre Articulación con la educación superior.pdfwebcolegioeum
Este documento presenta las competencias laborales generales que el sistema educativo colombiano debe desarrollar en los estudiantes. Explica que las competencias laborales, al igual que las competencias básicas y ciudadanas, son fundamentales para mejorar la calidad de la educación. Define las competencias laborales generales como aquellas aplicables a cualquier tipo de trabajo e incluye ejemplos de cómo incorporarlas al currículo escolar trabajando en colaboración con el sector productivo. El objetivo final es formar estudiantes competentes que puedan desempeñarse con éx
Este documento presenta un método para realizar balances de masa y energía en curtiembres. Incluye instrucciones para elaborar diagramas de flujo, cuantificar las entradas y salidas del proceso mediante registros, e identificar oportunidades para mejorar la eficiencia. El balance de masa compara las masas de los insumos con los productos, residuos y pérdidas no identificadas, mientras que el balance de energía analiza el uso de energía térmica y eléctrica. Estos balances ayudan a reducir pérdidas y mejorar
Este documento presenta un resumen de 3 oraciones de un trabajo de monografía sobre la capacitación del servicio al cliente en el restaurante Doña Keka. En la introducción, los autores analizan la deficiencia del servicio al cliente en el restaurante debido a la falta de capacitación del personal. El trabajo está organizado en dos capítulos que tratan sobre la empresa, el cliente y el servicio al cliente, así como la problemática actual, causas, consecuencias y posibles soluciones. El objetivo general es proponer un servicio de calidad al cliente mejorando las
Training and development aims to improve employee performance and establish skills. It enhances knowledge but also changes attitudes and competencies. Training differs from education in focusing more on practical skills for a particular role. Organizations provide training internally through existing staff or externally through consultants to develop employee and organizational abilities. This benefits both individual career growth and company performance. Effective induction programs help new employees adapt quickly by introducing them to organizational culture and reducing reality shock.
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Curso Gestión de Procesos FEB.2014 - Dr. Miguel Aguilar SerranoMiguel Aguilar
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This document discusses software requirements and their role in software engineering. It covers the key topics of functional and non-functional requirements, user requirements, and system requirements. Some main points:
- Requirements can range from high-level abstract statements to detailed specifications and serve both as a basis for bidding on contracts and as part of the system contract.
- Functional requirements describe system services while non-functional requirements constrain the system, such as performance or reliability. Both types of requirements are important.
- User requirements are expressed in natural language for users, while system requirements provide more detailed specifications for designers.
- Requirements engineering establishes customer needs and system constraints. Writing requirements well is challenging due to potential ambiguity,
The document discusses software requirements and requirements engineering. It covers topics like functional and non-functional requirements, user requirements, system requirements, and how requirements can be organized in a requirements document. It describes different types of requirements like functional, non-functional, and domain requirements. It also discusses issues with natural language requirements specifications and alternatives like structured natural language, graphical notations, and mathematical specifications.
This document discusses software requirements and their role in software engineering. It covers the key topics of functional and non-functional requirements, user requirements, system requirements, and how requirements are organized in a software requirements document. Functional requirements describe what a system should do, while non-functional requirements constrain aspects like performance, reliability and usability. User requirements are high-level and system requirements provide more detailed specifications. Together, requirements form the basis for designing, developing and testing a software system.
This document discusses software requirements and their role in software engineering. It covers the key topics of functional and non-functional requirements, user requirements, system requirements, and how requirements are organized in a software requirements document. Functional requirements describe what a system should do, while non-functional requirements constrain aspects like performance, reliability and usability. User requirements are high-level and system requirements provide more detailed specifications. Together, requirements form the basis for designing and developing a software system.
This document covers key topics in software requirements, including:
- The objectives of introducing user and system requirements, functional and non-functional requirements, and how requirements are organized in a requirements document.
- The different types of requirements like functional, non-functional, domain, user, and system requirements are defined.
- Challenges with writing requirements like ambiguity, incompleteness, imprecision are discussed.
- Guidelines for writing clear requirements in natural language through use of standard formats and consistent language are provided.
This document discusses software requirements and their role in software engineering. It covers topics such as functional and non-functional requirements, user requirements, system requirements, and how requirements are organized in a requirements document. Functional requirements describe system services, while non-functional requirements constrain aspects like performance, reliability and usability. User requirements are high-level and written for customers, while system requirements provide more detail for contractors. Precise, complete and consistent requirements are important for developing a system that meets stakeholder needs.
The document discusses requirements engineering for software systems. It covers topics like functional and non-functional requirements, the software requirements document, requirements specification processes, and requirements elicitation, analysis, and management. Requirements engineering is the process of establishing customer needs for a system and constraints for its development and operation. Requirements can range from abstract to highly detailed and serve different purposes depending on their intended use.
The document discusses different types of requirements for software systems. It defines requirements as statements that describe what a system must do. There are two main types: functional requirements, which define the behaviors and functions of the system, and non-functional requirements, which define qualities like performance, reliability, and security. Requirements must be clear, unambiguous statements to avoid issues during system development. Domain requirements also exist that are specific to the application area of the system.
The document discusses requirements engineering for software systems. It covers topics such as functional and non-functional requirements, the software requirements document, and requirements engineering processes. Requirements can range from high-level descriptions of system services to detailed specifications. Both functional requirements, which define system services, and non-functional requirements, which define constraints, are important. The requirements document serves to communicate needs to developers and should define what the system should do without specifying how.
Lecture-5-Requirements Analysis and Specification.pptxYaseenNazir3
The document discusses requirements analysis and specification. It covers:
- The requirements engineering process of establishing customer requirements for a system.
- Types of requirements including user, system, and software specifications.
- Functional requirements that define system services and non-functional requirements that constrain the system.
- Challenges with imprecise, incomplete, inconsistent requirements and translating between user and technical requirements.
The document discusses requirements engineering and summarizes key topics covered in Chapter 4, including:
- Functional and non-functional requirements and how they differ
- The structure and purpose of a software requirements specification document
- Methods for specifying requirements such as using natural language, structured specifications, and tables
- Challenges in writing requirements clearly and avoiding ambiguity or mixing of requirement types
Ian Sommerville, Software Engineering, 9th Edition Ch 4Mohammed Romi
The document discusses requirements engineering and summarizes key topics covered in Chapter 4, including:
- The importance of specifying both functional and non-functional requirements. Non-functional requirements place constraints on system functions and development process.
- The software requirements specification document defines what the system must do and includes both user and system requirements. It should not describe how the system will be implemented.
- Requirements engineering involves eliciting, analyzing, validating and managing requirements throughout the development lifecycle. Precise, complete and consistent requirements are important for development.
This document discusses requirements engineering for software systems. It covers topics like functional and non-functional requirements, the software requirements document, and requirements processes. Functional requirements describe system services, while non-functional requirements constrain system services and development. Requirements can be ambiguous, incomplete, or inconsistent, so precision is important. Domain requirements impose constraints from the system's operational domain. Both functional and non-functional requirements, as well as domain requirements, are important to consider for software systems.
This document provides an overview of topics covered in Chapter 4 on requirements engineering. It discusses functional and non-functional requirements, the software requirements document, requirements specification processes, and more. The key topics covered include defining what requirements are, different types of requirements like functional, non-functional, and domain requirements, and how requirements can be written and specified, including with natural language and structured approaches. It also outlines the typical structure of a software requirements document.
This document covers topics in requirements engineering including functional and non-functional requirements, the software requirements document, requirements specification, and requirements processes. It defines requirements engineering as establishing customer services and system constraints. Requirements can range from abstract to detailed specifications and serve both bidding and contractual purposes. User requirements use natural language while system requirements provide structured descriptions. Functional requirements define system services and behaviors while non-functional requirements constrain timing, standards, and processes.
This document covers topics in requirements engineering including functional and non-functional requirements, the software requirements document, requirements specification, and requirements processes. It defines requirements engineering as establishing customer services and system constraints. Requirements can range from abstract to detailed specifications and serve both bidding and contractual purposes. User requirements use natural language while system requirements provide structured descriptions. Functional requirements define system services and behaviors while non-functional requirements constrain timing, standards, and processes.
The document discusses requirements engineering and provides examples of different types of requirements. It defines requirements engineering as the process of establishing customer requirements and constraints for a system. There are two main types of requirements - functional requirements which describe system services, and non-functional requirements which define constraints like timing or development process standards. Non-functional requirements can impact system architecture. Requirements need to be precise, complete, and consistent to avoid ambiguity and conflicts during development. The operational domain of a system also imposes domain requirements that must be satisfied.
The document discusses software requirements and requirements engineering. It covers what requirements are, different types of requirements like user requirements, system requirements and software specifications. It also discusses functional and non-functional requirements, problems with natural language requirements specifications, and guidelines for writing requirements. The intended readers of different types of requirements are also outlined.
Learning spark ch01 - Introduction to Data Analysis with Sparkphanleson
Learning spark ch01 - Introduction to Data Analysis with Spark
References to Spark Course
Course : Introduction to Big Data with Apache Spark : http://ouo.io/Mqc8L5
Course : Spark Fundamentals I : http://ouo.io/eiuoV
Course : Functional Programming Principles in Scala : http://ouo.io/rh4vv
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HBase In Action - Chapter 04: HBase table designphanleson
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Learning HBase, Real-time Access to Your Big Data, Data Manipulation at Scale, Big Data, Text Mining, HBase, Deploying HBase
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Learning HBase, Real-time Access to Your Big Data, Data Manipulation at Scale, Big Data, Text Mining, HBase, Deploying HBase
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Learning HBase, Real-time Access to Your Big Data, Data Manipulation at Scale, Big Data, Text Mining, HBase, Deploying HBase
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This chapter discusses Spark SQL, which allows querying Spark data with SQL. It covers initializing Spark SQL, loading data from sources like Hive, Parquet, JSON and RDDs, caching data, writing UDFs, and performance tuning. The JDBC server allows sharing cached tables and queries between programs. SchemaRDDs returned by queries or loaded from data represent the data structure that SQL queries operate on.
Learning spark ch07 - Running on a Clusterphanleson
This chapter discusses running Spark applications on a cluster. It describes Spark's runtime architecture with a driver program and executor processes. It also covers options for deploying Spark, including the standalone cluster manager, Hadoop YARN, Apache Mesos, and Amazon EC2. The chapter provides guidance on configuring resources, packaging code, and choosing a cluster manager based on needs.
This chapter introduces advanced Spark programming features such as accumulators, broadcast variables, working on a per-partition basis, piping to external programs, and numeric RDD operations. It discusses how accumulators aggregate information across partitions, broadcast variables efficiently distribute large read-only values, and how to optimize these processes. It also covers running custom code on each partition, interfacing with other programs, and built-in numeric RDD functionality. The chapter aims to expand on core Spark concepts and functionality.
Learning spark ch05 - Loading and Saving Your Dataphanleson
The document discusses various file formats and methods for loading and saving data in Spark, including text files, JSON, CSV, SequenceFiles, object files, and Hadoop input/output formats. It provides examples of loading and saving each of these file types in Python, Scala, and Java code. The examples demonstrate how to read data from files into RDDs and DataFrames and how to write RDD data out to files in the various formats.
Learning spark ch04 - Working with Key/Value Pairsphanleson
Learning spark ch04 - Working with Key/Value Pairs
Course : Introduction to Big Data with Apache Spark : http://ouo.io/Mqc8L5
Course : Spark Fundamentals I : http://ouo.io/eiuoV
Course : Functional Programming Principles in Scala : http://ouo.io/rh4vv
Learning spark ch01 - Introduction to Data Analysis with Sparkphanleson
Learning spark ch01 - Introduction to Data Analysis with Spark
References to Spark Course
Course : Introduction to Big Data with Apache Spark : http://ouo.io/Mqc8L5
Course : Spark Fundamentals I : http://ouo.io/eiuoV
Course : Functional Programming Principles in Scala : http://ouo.io/rh4vv
XML FOR DUMMIES
The document is a chapter from the book "XML for Dummies" that introduces XML. It discusses what XML is, including that it is a markup language and is flexible for exchanging data. It also examines common uses of XML such as classifying information, enforcing rules on data, and outputting information in different ways. Additionally, it clarifies what XML is not, namely that it is not just for web pages, not a database, and not a programming language. The chapter concludes by discussing how to build an XML document using editors that facilitate markup and enforce document rules.
This document discusses the differences between HTML, XML, and XHTML. It covers how XHTML combines the structure of XML with the familiar tags of HTML. Key points include:
- HTML was designed for displaying web pages, XML for data exchange, and XHTML uses HTML tags with XML syntax.
- XML allows custom tags, separates content from presentation, and is self-describing, while HTML focuses on display.
- Converting to XHTML requires following XML syntax rules like closing all tags, using empty element syntax, proper nesting, and lowercase tags and attribute quotes.
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
OpenID AuthZEN Interop Read Out - AuthorizationDavid Brossard
During Identiverse 2024 and EIC 2024, members of the OpenID AuthZEN WG got together and demoed their authorization endpoints conforming to the AuthZEN API
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
CAKE: Sharing Slices of Confidential Data on BlockchainClaudio Di Ciccio
Presented at the CAiSE 2024 Forum, Intelligent Information Systems, June 6th, Limassol, Cyprus.
Synopsis: Cooperative information systems typically involve various entities in a collaborative process within a distributed environment. Blockchain technology offers a mechanism for automating such processes, even when only partial trust exists among participants. The data stored on the blockchain is replicated across all nodes in the network, ensuring accessibility to all participants. While this aspect facilitates traceability, integrity, and persistence, it poses challenges for adopting public blockchains in enterprise settings due to confidentiality issues. In this paper, we present a software tool named Control Access via Key Encryption (CAKE), designed to ensure data confidentiality in scenarios involving public blockchains. After outlining its core components and functionalities, we showcase the application of CAKE in the context of a real-world cyber-security project within the logistics domain.
Paper: https://doi.org/10.1007/978-3-031-61000-4_16
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.