Aws System Administration eBook Download PDF

Download Aws System Administration full books in PDF, epub, and Kindle. Read online Aws System Administration ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

AWS System Administration

Author: Mike Ryan

Publisher: "O'Reilly Media, Inc."

Published: 2018-08-08

Total Pages: 384

ISBN-13: 1449342531

DOWNLOAD EBOOK

With platforms designed for rapid adaptation and failure recovery such as Amazon Web Services, cloud computing is more like programming than traditional system administration. Tools for automatic scaling and instance replacement allow even small DevOps teams to manage massively scalable application infrastructures—if team members drop their old views of development and operations and start mastering automation. This comprehensive guide shows developers and system administrators how to configure and manage AWS services including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53. Sysadms will learn will learn to automate their favorite tools and processes; developers will pick up enough ops knowledge to build a robust and resilient AWS application infrastructure. Launch instances with EC2 or CloudFormation Securely deploy and manage your applications with AWS tools Learn to automate AWS configuration management with Python and Puppet Deploy applications with Auto Scaling and Elastic Load Balancing Explore approaches for deploying application and infrastructure updates Save time on development and operations with reusable components Learn strategies for managing log files in AWS environments Configure a cloud-aware DNS service with Route 53 Use AWS CloudWatch to monitor your infrastructure and applications

Book Synopsis AWS System Administration by : Mike Ryan

Download or read book AWS System Administration written by Mike Ryan and published by "O'Reilly Media, Inc.". This book was released on 2018-08-08 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: With platforms designed for rapid adaptation and failure recovery such as Amazon Web Services, cloud computing is more like programming than traditional system administration. Tools for automatic scaling and instance replacement allow even small DevOps teams to manage massively scalable application infrastructures—if team members drop their old views of development and operations and start mastering automation. This comprehensive guide shows developers and system administrators how to configure and manage AWS services including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53. Sysadms will learn will learn to automate their favorite tools and processes; developers will pick up enough ops knowledge to build a robust and resilient AWS application infrastructure. Launch instances with EC2 or CloudFormation Securely deploy and manage your applications with AWS tools Learn to automate AWS configuration management with Python and Puppet Deploy applications with Auto Scaling and Elastic Load Balancing Explore approaches for deploying application and infrastructure updates Save time on development and operations with reusable components Learn strategies for managing log files in AWS environments Configure a cloud-aware DNS service with Route 53 Use AWS CloudWatch to monitor your infrastructure and applications

AWS for System Administrators

Author: Prashant Lakhera

Publisher: Packt Publishing Ltd

Published: 2021-02-12

Total Pages: 388

ISBN-13: 1800200234

DOWNLOAD EBOOK

Take your AWS SysOps skills to the next level by learning infrastructure automation techniques using CloudFormation, Terraform, and Boto3 Key FeaturesExplore AWS automation using CloudFormation, Terraform, and Boto3Leverage AWS to make your infrastructure flexible and highly availableDiscover various AWS features for building a secure and reliable environment to host your applicationBook Description Amazon Web Services (AWS) is one of the most popular and efficient cloud platforms for administering and deploying your applications to make them resilient and robust. AWS for System Administrators will help you to learn several advanced cloud administration concepts for deploying, managing, and operating highly available systems on AWS. Starting with the fundamentals of identity and access management (IAM) for securing your environment, this book will gradually take you through AWS networking and monitoring tools. As you make your way through the chapters, you'll get to grips with VPC, EC2, load balancer, Auto Scaling, RDS database, and data management. The book will also show you how to initiate AWS automated backups and store and keep track of log files. Later, you'll work with AWS APIs and understand how to use them along with CloudFormation, Python Boto3 Script, and Terraform to automate infrastructure. By the end of this AWS book, you'll be ready to build your two-tier startup with all the necessary infrastructure, monitoring, and logging components in place. What you will learnAdopt a security-first approach by giving users minimum access using IAM policiesBuild your first Amazon Elastic Compute Cloud (EC2) instance using the AWS CLI, Boto3, and TerraformSet up your datacenter in AWS Cloud using VPCScale your application based on demand using Auto ScalingMonitor services using CloudWatch and SNSWork with centralized logs for analysis (CloudWatch Logs)Back up your data using Amazon Simple Storage Service (Amazon S3), Data Lifecycle Manager, and AWS BackupWho this book is for This Amazon Web Services book is for system administrators and solution architects who want to build highly available and flexible AWS Cloud platforms for their applications. Software engineers and programmers looking to deploy their applications to AWS Cloud will also find this book useful. Basic knowledge of Linux and AWS is necessary to get started.

Book Synopsis AWS for System Administrators by : Prashant Lakhera

Download or read book AWS for System Administrators written by Prashant Lakhera and published by Packt Publishing Ltd. This book was released on 2021-02-12 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take your AWS SysOps skills to the next level by learning infrastructure automation techniques using CloudFormation, Terraform, and Boto3 Key FeaturesExplore AWS automation using CloudFormation, Terraform, and Boto3Leverage AWS to make your infrastructure flexible and highly availableDiscover various AWS features for building a secure and reliable environment to host your applicationBook Description Amazon Web Services (AWS) is one of the most popular and efficient cloud platforms for administering and deploying your applications to make them resilient and robust. AWS for System Administrators will help you to learn several advanced cloud administration concepts for deploying, managing, and operating highly available systems on AWS. Starting with the fundamentals of identity and access management (IAM) for securing your environment, this book will gradually take you through AWS networking and monitoring tools. As you make your way through the chapters, you'll get to grips with VPC, EC2, load balancer, Auto Scaling, RDS database, and data management. The book will also show you how to initiate AWS automated backups and store and keep track of log files. Later, you'll work with AWS APIs and understand how to use them along with CloudFormation, Python Boto3 Script, and Terraform to automate infrastructure. By the end of this AWS book, you'll be ready to build your two-tier startup with all the necessary infrastructure, monitoring, and logging components in place. What you will learnAdopt a security-first approach by giving users minimum access using IAM policiesBuild your first Amazon Elastic Compute Cloud (EC2) instance using the AWS CLI, Boto3, and TerraformSet up your datacenter in AWS Cloud using VPCScale your application based on demand using Auto ScalingMonitor services using CloudWatch and SNSWork with centralized logs for analysis (CloudWatch Logs)Back up your data using Amazon Simple Storage Service (Amazon S3), Data Lifecycle Manager, and AWS BackupWho this book is for This Amazon Web Services book is for system administrators and solution architects who want to build highly available and flexible AWS Cloud platforms for their applications. Software engineers and programmers looking to deploy their applications to AWS Cloud will also find this book useful. Basic knowledge of Linux and AWS is necessary to get started.

AWS System Administration

Author: Mike Ryan

Publisher:

Published: 2018

Total Pages: 379

ISBN-13: 9781449342562

DOWNLOAD EBOOK

With platforms designed for rapid adaptation and failure recovery such as Amazon Web Services, cloud computing is more like programming than traditional system administration. Tools for automatic scaling and instance replacement allow even small DevOps teams to manage massively scalable application infrastructures-if team members drop their old views of development and operations and start mastering automation. This comprehensive guide shows developers and system administrators how to configure and manage AWS services including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53. Sysadms will learn will learn to automate their favorite tools and processes; developers will pick up enough ops knowledge to build a robust and resilient AWS application infrastructure. Launch instances with EC2 or CloudFormation Securely deploy and manage your applications with AWS tools Learn to automate AWS configuration management with Python and Puppet Deploy applications with Auto Scaling and Elastic Load Balancing Explore approaches for deploying application and infrastructure updates Save time on development and operations with reusable components Learn strategies for managing log files in AWS environments Configure a cloud-aware DNS service with Route 53 Use AWS CloudWatch to monitor your infrastructure and applications.

Book Synopsis AWS System Administration by : Mike Ryan

Download or read book AWS System Administration written by Mike Ryan and published by . This book was released on 2018 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: With platforms designed for rapid adaptation and failure recovery such as Amazon Web Services, cloud computing is more like programming than traditional system administration. Tools for automatic scaling and instance replacement allow even small DevOps teams to manage massively scalable application infrastructures-if team members drop their old views of development and operations and start mastering automation. This comprehensive guide shows developers and system administrators how to configure and manage AWS services including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53. Sysadms will learn will learn to automate their favorite tools and processes; developers will pick up enough ops knowledge to build a robust and resilient AWS application infrastructure. Launch instances with EC2 or CloudFormation Securely deploy and manage your applications with AWS tools Learn to automate AWS configuration management with Python and Puppet Deploy applications with Auto Scaling and Elastic Load Balancing Explore approaches for deploying application and infrastructure updates Save time on development and operations with reusable components Learn strategies for managing log files in AWS environments Configure a cloud-aware DNS service with Route 53 Use AWS CloudWatch to monitor your infrastructure and applications.

AWS System Administration

Author: Mike Ryan

Publisher: "O'Reilly Media, Inc."

Published: 2018-08-08

Total Pages: 384

ISBN-13: 1449342531

DOWNLOAD EBOOK

Book Synopsis AWS System Administration by : Mike Ryan

AWS for System Administrators

Author: Prashant Lakhera

Publisher: Packt Publishing Ltd

Published: 2021-02-12

Total Pages: 388

ISBN-13: 1800200234

DOWNLOAD EBOOK

Book Synopsis AWS for System Administrators by : Prashant Lakhera

AWS Certified SysOps Administrator – Associate Guide

Author: Marko Sluga

Publisher: Packt Publishing Ltd

Published: 2019-01-30

Total Pages: 567

ISBN-13: 1788996380

DOWNLOAD EBOOK

An effective guide to becoming an AWS Certified SysOps Administrator Key FeaturesNot only pass the certification with confidence but also enhance your skills to solving real-world scenarios.A practical guide to getting you hands-on experience with application management, deployment, operation.Enhance your AWS skills with practice questions and mock tests.Book Description AWS certifications are becoming one of the must have certifications for any IT professional working on an AWS Cloud platform. This book will act as your one stop preparation guide to validate your technical expertise in deployment, management, and operations on the AWS platform. Along with exam specific content this book will also deep dive into real world scenarios and hands-on instructions. This book will revolve around concepts like teaching you to deploy, manage, and operate scalable, highly available, and fault tolerant systems on AWS. You will also learn to migrate an existing on-premises application to AWS. You get hands-on experience in selecting the appropriate AWS service based on compute, data, or security requirements. This book will also get you well versed with estimating AWS usage costs and identifying operational cost control mechanisms. By the end of this book, you will be all prepared to implement and manage resources efficiently on the AWS cloud along with confidently passing the AWS Certified SysOps Administrator – Associate exam. What you will learnCreate and manage users, groups, and permissions using AWS IAM servicesCreate a secure VPC with public and private subnets, Network Access Control, and security groupsGet started with launching your first EC2 instance, and working with itHandle application traffic with ELB and monitor AWS resources with CloudWatchWork with S3, Glacier, and CloudFrontWork across distributed application components using SWFUnderstand event-based processing with Lambda and messaging SQS and SNS in AWSGet familiar with AWS deployment concepts and tools including Elastic Beanstalk, CloudFormation and AWS OpsWorksWho this book is for If you are a system administrator or a system engineer interested in leveraging the AWS platform to deploy applications then, this book is for you. IT professionals interested in passing the AWS Certified Sysops Administrator will also benefit from this book. Some basic understanding of working AWS components would do wonders.

Book Synopsis AWS Certified SysOps Administrator – Associate Guide by : Marko Sluga

Download or read book AWS Certified SysOps Administrator – Associate Guide written by Marko Sluga and published by Packt Publishing Ltd. This book was released on 2019-01-30 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: An effective guide to becoming an AWS Certified SysOps Administrator Key FeaturesNot only pass the certification with confidence but also enhance your skills to solving real-world scenarios.A practical guide to getting you hands-on experience with application management, deployment, operation.Enhance your AWS skills with practice questions and mock tests.Book Description AWS certifications are becoming one of the must have certifications for any IT professional working on an AWS Cloud platform. This book will act as your one stop preparation guide to validate your technical expertise in deployment, management, and operations on the AWS platform. Along with exam specific content this book will also deep dive into real world scenarios and hands-on instructions. This book will revolve around concepts like teaching you to deploy, manage, and operate scalable, highly available, and fault tolerant systems on AWS. You will also learn to migrate an existing on-premises application to AWS. You get hands-on experience in selecting the appropriate AWS service based on compute, data, or security requirements. This book will also get you well versed with estimating AWS usage costs and identifying operational cost control mechanisms. By the end of this book, you will be all prepared to implement and manage resources efficiently on the AWS cloud along with confidently passing the AWS Certified SysOps Administrator – Associate exam. What you will learnCreate and manage users, groups, and permissions using AWS IAM servicesCreate a secure VPC with public and private subnets, Network Access Control, and security groupsGet started with launching your first EC2 instance, and working with itHandle application traffic with ELB and monitor AWS resources with CloudWatchWork with S3, Glacier, and CloudFrontWork across distributed application components using SWFUnderstand event-based processing with Lambda and messaging SQS and SNS in AWSGet familiar with AWS deployment concepts and tools including Elastic Beanstalk, CloudFormation and AWS OpsWorksWho this book is for If you are a system administrator or a system engineer interested in leveraging the AWS platform to deploy applications then, this book is for you. IT professionals interested in passing the AWS Certified Sysops Administrator will also benefit from this book. Some basic understanding of working AWS components would do wonders.

AWS System Administration, 2nd Edition

Author: Federico Lucifredi

Publisher:

Published: 2022

Total Pages: 81

ISBN-13:

DOWNLOAD EBOOK

With Amazon Web Services and other platforms designed for rapid adaptation and failure recovery, cloud computing is more like programming than traditional system administration. For developers, this practical book provides system administration knowledge to ensure you're using AWS effectively, so you can build a robust and resilient application infrastructure. System administrators will learn how to automate their favorite tools and processes. In the second edition of this guide, authors Federico Lucifredi, Jacob Zimmerman, and Mike Ryan show developers and system administrators how to configure and manage AWS services including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53. Fully configuring infrastructure with automation, this book walks you through developing a complete application example along the way. Even small DevOps teams can manage massively scalable application infrastructures once they drop old views and master automation. Securely deploy and manage your applications with AWS tools Automate AWS configuration management with Python, Puppet, and Ansible Deploy applications with autoscaling and elastic load balancing Explore ways to deploy application and infrastructure updates Save time on development and operations with reusable strategies Embrace GitOps versioning of infrastructure and application code alike Learn strategies for managing log files in AWS environments Configure a cloud-aware DNS service with Route 53 Use AWS CloudWatch to monitor your infrastructure and applications.

Book Synopsis AWS System Administration, 2nd Edition by : Federico Lucifredi

Download or read book AWS System Administration, 2nd Edition written by Federico Lucifredi and published by . This book was released on 2022 with total page 81 pages. Available in PDF, EPUB and Kindle. Book excerpt: With Amazon Web Services and other platforms designed for rapid adaptation and failure recovery, cloud computing is more like programming than traditional system administration. For developers, this practical book provides system administration knowledge to ensure you're using AWS effectively, so you can build a robust and resilient application infrastructure. System administrators will learn how to automate their favorite tools and processes. In the second edition of this guide, authors Federico Lucifredi, Jacob Zimmerman, and Mike Ryan show developers and system administrators how to configure and manage AWS services including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53. Fully configuring infrastructure with automation, this book walks you through developing a complete application example along the way. Even small DevOps teams can manage massively scalable application infrastructures once they drop old views and master automation. Securely deploy and manage your applications with AWS tools Automate AWS configuration management with Python, Puppet, and Ansible Deploy applications with autoscaling and elastic load balancing Explore ways to deploy application and infrastructure updates Save time on development and operations with reusable strategies Embrace GitOps versioning of infrastructure and application code alike Learn strategies for managing log files in AWS environments Configure a cloud-aware DNS service with Route 53 Use AWS CloudWatch to monitor your infrastructure and applications.

AWS Certified SysOps Administrator Study Guide

Author: Jorge T. Negron

Publisher: John Wiley & Sons

Published: 2024-04-17

Total Pages: 631

ISBN-13: 1119813115

DOWNLOAD EBOOK

Prepare for success on the AWS SysOps exam, your next job interview, and in the field with this handy and practical guide The newly updated Third Edition of AWS Certified SysOps Administrator Study Guide: Associate (SOA-C02) Exam prepares you for the Amazon Web Services SysOps Administrator certification and a career in the deployment, management, and operation of an AWS environment. Whether you’re preparing for your first attempt at the challenging SOA-C02 Exam, or you want to upgrade your AWS SysOps skills, this practical Study Guide delivers the hands-on skills and best practices instruction you need to succeed on the test and in the field. You’ll get: Coverage of all of the SOA-C02 exam’s domains, including monitoring, logging, remediation, reliability, business continuity, and more Instruction that’s tailor-made to achieve success on the certification exam, in an AWS SysOps job interview, and in your next role as a SysOps administrator Access to the Sybex online study tools, with chapter review questions, full-length practice exams, hundreds of electronic flashcards, and a glossary of key terms The AWS Certified SysOps Administrator Study Guide: Associate (SOA-C02) Exam includes all the digital and offline tools you need to supercharge your career as an AWS Certified SysOps Administrator.

Book Synopsis AWS Certified SysOps Administrator Study Guide by : Jorge T. Negron

Download or read book AWS Certified SysOps Administrator Study Guide written by Jorge T. Negron and published by John Wiley & Sons. This book was released on 2024-04-17 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prepare for success on the AWS SysOps exam, your next job interview, and in the field with this handy and practical guide The newly updated Third Edition of AWS Certified SysOps Administrator Study Guide: Associate (SOA-C02) Exam prepares you for the Amazon Web Services SysOps Administrator certification and a career in the deployment, management, and operation of an AWS environment. Whether you’re preparing for your first attempt at the challenging SOA-C02 Exam, or you want to upgrade your AWS SysOps skills, this practical Study Guide delivers the hands-on skills and best practices instruction you need to succeed on the test and in the field. You’ll get: Coverage of all of the SOA-C02 exam’s domains, including monitoring, logging, remediation, reliability, business continuity, and more Instruction that’s tailor-made to achieve success on the certification exam, in an AWS SysOps job interview, and in your next role as a SysOps administrator Access to the Sybex online study tools, with chapter review questions, full-length practice exams, hundreds of electronic flashcards, and a glossary of key terms The AWS Certified SysOps Administrator Study Guide: Associate (SOA-C02) Exam includes all the digital and offline tools you need to supercharge your career as an AWS Certified SysOps Administrator.

AWS System Administration

Author: Sachin Srivastava

Publisher:

Published: 2020-11

Total Pages: 260

ISBN-13:

DOWNLOAD EBOOK

The role of the system administrator is changing. Just a few years ago, most sysadmins dealt with server farms of physical hardware and performed detailed capacity planning. Scaling up your application meant ordering new hardware and perhaps spending time racking it up in the datacenter. Now there is a huge section of the industry that has never touched physical hardware. We scale up by issuing an API call or clicking a button in a web page to bring new capacity online.Although the term has been co-opted by marketers, the cloud is an amazing thing. In this context, I am using cloud to refer to the idea of scalable, on-demand computing and application services, rather than cloud-based services like Google Mail.As more competition enters the cloud market space, its appeal for sysadmins and busi‐ ness owners alike is increasing on an almost daily basis. Amazon Web Services continues to drive the cloud computing market forward by frequently introducing new tools and services (in fact, they are introduced with such regularity that writing a book about them is almost the literary equivalent of Achilles and the tortoise).There are various ways to manage your AWS infrastructure components. The Manage‐ ment Console is the first interface most users see. Although great for exploring and learning about the services, it does not lend itself to automation.The AWS APIs are a collection of API endpoints that can be used to manage AWS services from your own application. There are implementations in many popular pro‐ gramming languages and platforms, which can be downloaded from the AWS site.The AWS Command Line Interface (AWS CLI) is a command line tool released by Amazon. It can be used to control the vast majority of AWS components from the command line, making it suitable to use in automated build systems and scripts. Before AWS CLI was released, Amazon provided a separate management tool for each service. That is, EC2 was managed by one program and SQS by another. The tools did not all use a consistent naming convention for parameters, making them less convenient to use.

Book Synopsis AWS System Administration by : Sachin Srivastava

Download or read book AWS System Administration written by Sachin Srivastava and published by . This book was released on 2020-11 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: The role of the system administrator is changing. Just a few years ago, most sysadmins dealt with server farms of physical hardware and performed detailed capacity planning. Scaling up your application meant ordering new hardware and perhaps spending time racking it up in the datacenter. Now there is a huge section of the industry that has never touched physical hardware. We scale up by issuing an API call or clicking a button in a web page to bring new capacity online.Although the term has been co-opted by marketers, the cloud is an amazing thing. In this context, I am using cloud to refer to the idea of scalable, on-demand computing and application services, rather than cloud-based services like Google Mail.As more competition enters the cloud market space, its appeal for sysadmins and busi‐ ness owners alike is increasing on an almost daily basis. Amazon Web Services continues to drive the cloud computing market forward by frequently introducing new tools and services (in fact, they are introduced with such regularity that writing a book about them is almost the literary equivalent of Achilles and the tortoise).There are various ways to manage your AWS infrastructure components. The Manage‐ ment Console is the first interface most users see. Although great for exploring and learning about the services, it does not lend itself to automation.The AWS APIs are a collection of API endpoints that can be used to manage AWS services from your own application. There are implementations in many popular pro‐ gramming languages and platforms, which can be downloaded from the AWS site.The AWS Command Line Interface (AWS CLI) is a command line tool released by Amazon. It can be used to control the vast majority of AWS components from the command line, making it suitable to use in automated build systems and scripts. Before AWS CLI was released, Amazon provided a separate management tool for each service. That is, EC2 was managed by one program and SQS by another. The tools did not all use a consistent naming convention for parameters, making them less convenient to use.

Pro Python System Administration

Author: Rytis Sileika

Publisher: Apress

Published: 2014-11-21

Total Pages: 411

ISBN-13: 1484202171

DOWNLOAD EBOOK

Pro Python System Administration, Second Edition explains and shows how to apply Python scripting in practice. It will show you how to approach and resolve real-world issues that most system administrators will come across in their careers. This book has been updated using Python 2.7 and Python 3 where appropriate. It also uses various new and relevant open source projects and tools that should now be used in practice. In this updated edition, you will find several projects in the categories of network administration, web server administration, and monitoring and database management. In each project, the author will define the problem, design the solution, and go through the more interesting implementation steps. Each project is accompanied by the source code of a fully working prototype, which you’ll be able to use immediately or adapt to your requirements and environment. This book is primarily aimed at experienced system administrators whose day-to-day tasks involve looking after and managing small-to-medium-sized server estates. It will also be beneficial for system administrators who want to learn more about automation and want to apply their Python knowledge to solve various system administration problems. Python developers will also benefit from reading this book, especially if they are involved in developing automation and management tools.

Book Synopsis Pro Python System Administration by : Rytis Sileika

Download or read book Pro Python System Administration written by Rytis Sileika and published by Apress. This book was released on 2014-11-21 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pro Python System Administration, Second Edition explains and shows how to apply Python scripting in practice. It will show you how to approach and resolve real-world issues that most system administrators will come across in their careers. This book has been updated using Python 2.7 and Python 3 where appropriate. It also uses various new and relevant open source projects and tools that should now be used in practice. In this updated edition, you will find several projects in the categories of network administration, web server administration, and monitoring and database management. In each project, the author will define the problem, design the solution, and go through the more interesting implementation steps. Each project is accompanied by the source code of a fully working prototype, which you’ll be able to use immediately or adapt to your requirements and environment. This book is primarily aimed at experienced system administrators whose day-to-day tasks involve looking after and managing small-to-medium-sized server estates. It will also be beneficial for system administrators who want to learn more about automation and want to apply their Python knowledge to solve various system administration problems. Python developers will also benefit from reading this book, especially if they are involved in developing automation and management tools.