关于《沈阳市大力发展装配式建筑的工作方案》的政策解读

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• Prep data for machine learning with AWS analytics services

  百度 其中政府机关和事业单位的特聘岗位不受单位岗位总量和结构比例的限制，不对应行政级别和专业技术职务，不占单位编制，可采用年薪制、项目工资、协议工资等多种薪酬分配方式。

  Data preparation is crucial when building and training machine learning models with SageMaker AI. What AWS analytics services can admins use to simplify the process?  Continue Reading

• A data sovereignty primer for cloud admins

  Data sovereignty is a critical part of any cloud deployment that cloud administrators must understand. Implement these best practices to ensure compliance now and in the future.  Continue Reading

• AIaaS adoption: What to overcome and how to succeed

  Taking a thoughtful approach to AI as a service can ensure successful outcomes. Organizations need to know the why, what and how behind their AIaaS adoption strategies.  Continue Reading

• What the cloud shared responsibility model requires of you

  The shared responsibility model is an integral part of managing any cloud infrastructure. Review your cloud deployment today to ensure your business fulfills its responsibilities.  Continue Reading

• Demystify the cloud and edge computing relationship

  Edge computing remains primarily on-prem, but evolving technologies like 5G might enable some workloads to migrate to shared hosting models, creating a hybrid computing ecosystem.  Continue Reading

• The cloud's role in PQC migration

  Even though Q-Day might be several years away, enterprises should develop a strategic plan to prepare for the future. Experts share what challenges lie ahead with PQC migration.  Continue Reading

• Prioritize security from the edge to the cloud

  Businesses can find security vulnerabilities when they push their workloads to the edge. Discover the pitfalls of cloud edge security and best practices to secure edge workloads.  Continue Reading

• 6 edge monitoring best practices in the cloud

  When it comes to application monitoring, edge workloads are outliers -- literally and metaphorically. Learn what sets them apart and how to implement monitoring best practices.  Continue Reading

• 8 benefits of AI as a service

  Some businesses lack the resources to build and train their own AI models. Can AIaaS level the playing field for smaller organizations to remain nimble?  Continue Reading

• Examine the 4 types of edge computing, with examples

  Edge computing is popular, but it's not going to benefit every IoT device or workload. Look at the various types of edge computing and examples. Are you ready to push it to the edge?  Continue Reading

• Get started with Amazon Q Developer

  Amazon Q Developer is a versatile tool for software development, offering code generation, optimization recommendations and seamless integration with various IDEs and AWS tools.  Continue Reading

• Gain insights with Enhanced Monitoring in Amazon RDS

  RDS Enhanced Monitoring provides teams with additional data visibility to improve database scalability, performance, availability and cost optimizations.  Continue Reading

• Explore edge computing services in the cloud

  Discover the powerful advantages of edge computing over cloud computing, delivering faster performance and significantly lowering data transfer costs. Dive into the essential services provided by leading industry players.  Continue Reading

• A guide to the CompTIA Cloud Essentials+ certification exam

  The CompTIA Cloud Essentials+ certification empowers nontechnical professionals with essential cloud knowledge to make informed and impactful decisions within organizations.  Continue Reading

• Compare CompTIA Cloud+ vs Cloud Essentials+ certifications

  CompTIA Cloud+ and Cloud Essentials+ cover various areas and target different career paths. Do you know which certification is best for you?  Continue Reading

• Compare Amazon Lightsail vs. EC2 for your web app needs

  Developers can use Amazon Lightsail to quickly build websites and applications, but EC2 affords teams more customization. Which service best benefits your organization's needs?  Continue Reading

• How to use AI to bridge the cloud skills gap

  Once admins have acknowledged the cloud skills gap within their team, it's time to act. Can AI offer teams the resources they need to help reach peak efficiency?  Continue Reading

• 10 cloud programming languages developers need to know

  Cloud programming languages are not one-size-fits-all. Learn about the top cloud programming languages, and use our expert criteria to choose the best language for your workloads.  Continue Reading

• A snapshot of Oracle AI in the cloud market

  Oracle AI is riding recent success in the cloud market. Can Oracle Cloud Infrastructure rise to become a standard in enterprise applications?  Continue Reading

• What does a cloud network engineer do?

  A cloud network engineer juggles a number of responsibilities -- from network design and troubleshooting to learning about specific cloud providers and platforms.  Continue Reading

• 5 strategies to address the cloud skills gap

  There seems to be no end in sight to the cloud skills gap, given the pace of innovation and new offerings. Learn how organizations can bridge the gap before they get left behind.  Continue Reading

• How to create an AWS Lambda function

  Many developers are turning to AWS Lambda as an alternative to EC2 instances. Here are two ways to create a Lambda function.  Continue Reading

• The 5 C's of cloud change management

  Cloud change management is vital for smooth IT transitions. It involves clarity, communication, commitment, culture and capability to ensure successful cloud deployments.  Continue Reading

• 5 cloud design patterns to create resilient applications

  When it comes to technology, failure isn't a matter of 'if,' but 'when.' Explore these cloud design patterns and best practices to soften the blow.  Continue Reading

• Prepare for your FinOps interview with these 12 questions

  FinOps promises to help organizations gain more value from their technology spending, especially in the cloud. Do you have the skills to become part of the FinOps team?  Continue Reading

• Is there still a cloud skills gap in 2025?

  Cloud staff that is shorthanded or lacks skills can be a detriment to the business. Projects are left incomplete, security suffers and innovations are pushed off just to survive.  Continue Reading

• Compare AWS Lambda vs. AWS Fargate for serverless

  AWS Lambda and Fargate are two serverless services tailored for application deployment. Choose the right tool to meet your performance needs while keeping costs down.  Continue Reading

• When to use Amazon RDS vs. Redshift

  Amazon RDS and Redshift are effective data warehousing services, but there are key differences that separate the two. Let's compare Amazon RDS vs. Redshift to find their use cases.  Continue Reading

• An overview of Amazon EC2 vs. AWS Lambda

  EC2 and Lambda meet different needs in an AWS cloud environment -- but they can also work together. The only limits are in the minds of cloud architects.  Continue Reading

• Use the 7 Rs to develop an app modernization strategy

  Application modernization can be the bane or boon of app development. Learn how to use the seven Rs to create an effective development strategy for your business's applications.  Continue Reading

• Why and how to create Azure service principals

  Service principals are a convenient and secure way to protect Azure resources. Follow this step-by-step guide to create a service principal that defends vital Azure workloads.  Continue Reading

• How to start a FinOps career in cloud

  FinOps is an integral part of many organizations' cloud strategy. Do you have what it takes to land a FinOps job? Explore the benefits and requirements to help jump-start your career.  Continue Reading

• Top 9 bare-metal cloud providers of 2025

  This overview looks at nine bare-metal cloud providers, including Amazon, OpenMetal and Vultr. It also discusses features to look for, common use cases and bare-metal limitations.  Continue Reading

• Top 13 cloud certifications for 2025

  Cloud certifications are available for all levels of cloud expertise. Use this guide to evaluate basic, topic-specific, high-level and vendor-neutral certifications.  Continue Reading

• An introduction to AWS Graviton processors and instances

  With improved performance in each generation, AWS Graviton processors reduce energy use and cost, making them ideal for many workloads. But which instance type should you choose?  Continue Reading

• Pros and cons of cloud computing explained

  Scalability, flexibility, lower costs and fast connectivity are among the cloud's advantages that must be weighed against vendor lock-in, internet dependence and complex pricing.  Continue Reading

• 4 AWS Backup best practices for reliable data protection

  Unlock the power of AWS Backup. Discover how this centralized service enhances data reliability, fortifies disaster recovery and safeguards resources.  Continue Reading

• How to protect VMs with Azure Bastion hosts

  Port scans are a popular hacking technique used to find network vulnerabilities. Could Azure Bastion hosts provide the network security businesses need?  Continue Reading

• How to launch an Amazon EC2 Mac instance

  Amazon EC2 Mac instances empower macOS and iOS developers with essential capabilities for app development, testing and deployment. Discover their advantages and how to launch them.  Continue Reading

• Top public cloud service providers of 2025: How they compare

  As the market share gap tightens among AWS, Microsoft and Google, see how their features and offerings stack up against each other and some of the smaller cloud providers.  Continue Reading

• Guide to creating a cloud migration testing strategy

  Follow these guidelines to craft a strategy for cloud migration testing, from key tests to common challenges and best practices -- and understand why everything involves security.  Continue Reading

• Cloud migration security challenges and best practices

  Cloud migration can seem daunting to security teams. Following these essential practices can help them move infrastructure and applications to the cloud safely and securely.  Continue Reading

• 4 popular machine learning certificates to get in 2025

  AWS, Google, IBM and Microsoft offer machine learning certifications that can further your career. Learn what to expect from each one, as well as skills and tips you should know.  Continue Reading

• How to transition to the cloud: 7 best practices

  Cloud migration provides numerous benefits, but there are pitfalls. Following these best practices builds a solid foundation for a systematic plan that sets you up for success.  Continue Reading

• Cloud TCO: How to calculate cloud total cost of ownership

  Unsure what it will cost to run workloads in the cloud? Learn the variables you need to compare on-premises deployment to cloud deployment and avoid costly surprises later on.  Continue Reading

• How to calculate cloud migration costs

  It's important to calculate the total cost of a cloud migration before making the move. Heer's how to compare your on-premises expenses to what you'll spend on the migration.  Continue Reading

• How to prepare for long-lasting cloud outages

  Cloud outages are more than a technical inconvenience -- they can threaten business continuity, customer satisfaction, security and innovation. Will your business survive one?  Continue Reading

• Understanding SaaS migration benefits and best practices

  Consider the four common approaches to single-tenant and multi-tenant SaaS migration and get a good grasp on tradeoffs and challenges before making a move.  Continue Reading

• 5 examples of cloud migration success stories to learn from

  Senior executives from Experian and TCW explain why and how they moved to the cloud. Plus: case-study highlights from Johnson & Johnson, Unilever and Capital One.  Continue Reading

• The 7 R's of cloud migration: How to choose the right method

  Gartner's easy-to-remember model summarizing cloud migration options, later expanded by AWS, neatly captures the choices. Here are the benefits and drawbacks of each.  Continue Reading

• Linux text editor tips for cloud admins using Vim and Nano

  Vim and Nano are common Linux text editors that can help cloud admins manage cloud-based Linux VMs. While the tools might seem overwhelming, a few basic skills can go a long way.  Continue Reading

• On-premises-to-cloud migration: Top methods and tools to use

  One of the first steps in a cloud migration is to choose a data transfer model. There are two options to consider -- online and offline -- but you need to weigh the pros and cons.  Continue Reading

• 11 cloud migration benefits to know before making the move

  The cloud's benefits are well established, but it's still useful to keep the biggest ones in mind before going through the trouble of moving on-premises systems to the cloud.  Continue Reading

• Best practices for rightsizing EC2 instances

  EC2 instances that are improperly sized drain money and restrict performance on workloads. Learn how rightsizing EC2 instances can optimize costs with these best practices.  Continue Reading

• 12-step checklist for cloud migration success

  Ready to move your on-premises apps to the cloud? From rehosting vs. redesigning to testing and monitoring, follow these key steps for a successful cloud migration.  Continue Reading

• How to migrate legacy applications to the cloud

  Enticing as cloud benefits are, it takes a lot of research and planning to know all the risks and challenges before committing to a cloud migration.  Continue Reading

• How to build a business case for cloud migration

  Successful cloud migrations start with a solid business plan that details the costs, benefits, risks and challenges to key stakeholders and decision-makers.  Continue Reading

• Managed identity vs. service principal for Azure apps

  Managed identities automate identity management for Azure-native applications, while service principals are ideal for external applications that need access to Azure resources.  Continue Reading

• Top cloud migration service providers and how to choose one

  Tools, services and pricing vary widely, and often, the options are platform-specific. Here's a rundown of seven representative providers and advice on how to choose.  Continue Reading

• 6 cloud migration challenges to prepare for and overcome

  A cloud migration can bring lots of risks, unexpected costs and inconveniences. You can minimize or avoid them with thorough assessment, planning and training.  Continue Reading

• Application refactoring: Best practices for cloud migrations

  Learn what application refactoring is, its role in cloud migration, typical challenges, the best ways to ensure success -- and when to not do it at all.  Continue Reading

• Selecting an AWS EC2 instance for machine learning workloads

  Certain workloads require specific EC2 instances. For AI and machine learning workloads, teams need to find instances that balance app requirements, performance needs and costs.  Continue Reading

• An introduction to a cross-cloud strategy

  A cross-cloud strategy enables enterprises to run the same workload in different cloud environments simultaneously. This is beneficial for resilience, flexibility and performance.  Continue Reading

• Use this EC2 instance type comparison to power your AWS apps

  To get the most out of AWS, organizations need to get the most out of their EC2 instances. Use this comparison to help choose the right AWS instance type and pricing plan.  Continue Reading

• How to implement an effective cloud governance framework

  To ensure their cloud environments deliver expected benefits while keeping costs and risks under control, organizations need a process for adhering to key cloud governance pillars.  Continue Reading

• 5 open source cloud monitoring tools to consider

  IT teams need visibility into their cloud environments. If your team wants more than its cloud providers offer, see if an open source monitoring tool is a better fit.  Continue Reading

• Understand AWS Regions vs. Availability Zones

  It's easy to forget about data centers when you run workloads in the cloud. Learn how AWS Regions and Availability Zones differ, and how they affect cloud costs and configurations.  Continue Reading

• Cloud licensing explained: What businesses need to know

  Businesses vacating the premises and setting up their data and applications in a distributed environment must consider cloud licensing's options, advantages and disadvantages.  Continue Reading

• How to plan a cloud strategy: Complete guide and template

  A cloud strategy document is a mission statement, not a design document. It should capture the what and why of a company's cloud strategy, without delving into the minutiae of how.  Continue Reading

• Examine the top benefits of private cloud

  There's more to private clouds than control over infrastructure and security. Consider the benefits of private cloud services before jumping on the public cloud bandwagon.  Continue Reading

• 14 top multi-cloud management platforms for 2025

  Dig into the benefits -- and drawbacks -- of the top tools and services designed to help enterprises manage their hybrid and multi-cloud environments  Continue Reading

• 3 takeaways from the CompTIA Cloud+ certification exam

  The author of The Official CompTIA Cloud+ Instructor Guide and Student Guide shares his most interesting takeaways from the recent version of the CompTIA Cloud+ certification.  Continue Reading

• 8 key steps of a cloud exit strategy

  If your cloud-based workloads and applications need to move back on premises, you'll need a plan. Start your reverse migration with this step-by-step guide.  Continue Reading

• Is cloud repatriation the only answer?

  Cloud repatriation should be a last resort, not a repudiation of the cloud. Do you know how to fully optimize cloud workloads to avoid costly in-house investment?  Continue Reading

• Amazon Bedrock vs. SageMaker JumpStart for AI apps

  Amazon Bedrock and Amazon SageMaker JumpStart both provide AI models for applications. Bedrock offers readily available models, while JumpStart supports more customization.  Continue Reading

• 9 cloud cost management tools you should know about

  There's a whole category of tools dedicated to managing cloud costs. Here's how they optimize cloud resources and improve bottom lines, plus descriptions of nine of the best ones.  Continue Reading

• Cloud change management: What you need to plan for

  Traditional change management and frameworks like ITIL are usually too slow and bureaucratic. You need to adapt them for the speed, and agility -- and risks -- of the cloud.  Continue Reading

• 6 FinOps KPIs and metrics to optimize cloud expenditures

  IT leaders who adopt FinOps metrics can identify underutilized resources, improve cost allocation and build a tighter connection between cloud investment and business value.  Continue Reading

• FinOps tools to consider for your organization

  FinOps tools help organizations optimize cloud spending and use. Review the different native and third-party options to find the best fit for your needs.  Continue Reading

• A beginner's guide to cloud-native application development

  Cloud-native applications have become ubiquitous in IT environments. Review key principles, patterns and developmental factors to keep in mind before creating a cloud-native app.  Continue Reading

• Understanding the role of AI in cloud computing

  AI is bringing previously unimagined capabilities in automation, optimization and predictive analytics to cloud management while posing new challenges for IT departments.  Continue Reading

• FinOps best practices to fully optimize your cloud costs

  While there's no one-size-fits-all approach to a FinOps initiative, these established principles and practices get you started on the right path.  Continue Reading

• Why observability is important in multi-cloud environments

  Increased use of multi-cloud environments is creating a need for specialized observability methods and tools for tracking and measuring cloud performance.  Continue Reading

• Prepare for the CompTIA Cloud+ CV0-004 certification exam

  Don't be caught unprepared for the exam. Take advantage of these study tips from the author of 'The Official CompTIA Cloud+ Certification Self-Paced Study Guide.'  Continue Reading

• Should I outsource FinOps or build my own team?

  FinOps strategies can help enterprises manage cloud costs and monitor cloud usage patterns. But is it better to outsource or build a FinOps team in-house?  Continue Reading

• What's new in the updated CompTIA Cloud+ certification exam

  Wondering what to study to prepare for the CompTIA Cloud+ exam? Read about the new exam content from the author of 'The Official CompTIA Cloud+ Certification Self-Paced Study Guide.'  Continue Reading

• What is cloud cost optimization? 16 best practices to embrace

  Cloud pricing is complex, and there are lots of ways to waste money on services you don't need. Here's how to ensure you have just the right amount of cloud resources.  Continue Reading

• Follow these 8 best practices for cloud-native app development

  The better your cloud-native development process is, the more efficient and reliable your application is likely to be. Follow these tips to bring your development practices to the next level.  Continue Reading

• Compare the 3 types of private cloud

  The different types of private cloud offer varying levels of control, customization and convenience. These factors affect the benefits, challenges and use cases for each model.  Continue Reading

• 6 best practices to manage private cloud costs

  Private cloud doesn't have to break the bank. Use these best practices to implement an intentional cost management strategy that meets private cloud's unique challenges.  Continue Reading

• What to expect from CompTIA Cloud+ CV0-004 certification

  Are you ready for the newest version of the CompTIA Cloud+ exam? Learn exam prep tips from the author of The Official CompTIA Cloud+ Certification Self-Paced Study Guide.  Continue Reading

• Compare cloud-native vs. cloud-based vs. cloud-enabled apps

  While it's tough to make a clear distinction between cloud-native, cloud-based and cloud-enabled apps, they differ in terms of development practices, performance and other factors.  Continue Reading

• How to launch an EC2 instance using Terraform

  With Terraform, developers can lean on familiar coding practices to provision the underlying resources for their applications. Follow these steps to use the IaC tool to create an Amazon EC2 instance.  Continue Reading

• The pros and cons of sovereign clouds

  The global distribution of cloud data centers raises serious concerns about regional data privacy laws. Can sovereign clouds help to ease those doubts?  Continue Reading

• Why should I use Docker containers vs. VMs for my cloud apps?

  Containers and VMs have their own use cases, but one takes the lead in efficiency. Compare the two options, and see how Docker can benefit your cloud applications.  Continue Reading

• Optimize Amazon Athena performance with these 5 tuning tips

  Amazon Athena can provide an efficient, cost-effective method of data analysis. But did you properly optimize Athena performance to see these benefits?  Continue Reading

• How to secure Azure Functions with Entra ID

  Centralized identity management is vital to the protection of your organization's resources. Do you know how to secure Azure Functions with Entra ID to optimize data security?  Continue Reading

• How will AI apps impact workloads in the cloud?

  Building AI apps in the cloud requires you to pay more attention to your cloud workload management because of how AI impacts performance, scalability and compliance.  Continue Reading

• Are orgs shifting from a cloud-first to hybrid-first policy?

  While cloud-first gained popularity for its scalability and cost efficiency, the hybrid-first approach acknowledges that not all workloads are suited for the cloud. Which is better?  Continue Reading

• Compare a cloud-first vs. cloud-smart strategy

  Is it better to be 'first' or 'smart' in cloud? Compare the two strategies to determine which will help achieve your organization's goals.  Continue Reading