Python Deployment Tools

With the development and popularity of artificial intelligence technology, Python has surpassed many other programming languages and has become one of the most popular and most commonly used programming languages in the field of machine learning.

In addition, the structure of cloud computing itself has spawned a large number of new services that can be used to assist in testing; For example, the resilience of the cloud improves load and performance testing, enabling developers to quickly and economically expand their software. In this article, the authors will introduce the interaction between cloud computing testing and software testing from two perspectives. By abstracting infrastructure, resource pools, and resilient usage models, cloud computing has a profound impact on the design and development of applications. It is natural to expect that this destructive power will have a significant impact on quality assurance. Testing is an integral part of software engineering design. ...

On previous cloud computing Basics (Cloud foundations), Red Hat is a step forward in the infrastructure, Service (IaaS) and Platform-Service (PaaS) scenarios. Cloudforms Red Hat introduces the latest IaaS solution cloudforms,red hat Cloudforms supports the creation of more than 60 open source projects, which have application lifecycle management capabilities to build mixed cloud and private cloud. Red Hat product marketing manager Bryan Che talks about cloud ...

The following small series summarizes 10 best data mining tools for everyone, which can help you analyze big data from various angles and make correct business decisions through data.

Companies are expanding these virtualized servers to form private clouds, public clouds (like Amazon's Ec2/aws or Gogrid) or hybrid cloud services (a combination of private and public clouds). Applications, desktops, and server virtualization have evolved over the past few years as a result of their ease and cost savings. The configuration and ongoing management of these services poses some challenges.  These challenges are also identified as some solutions are available on the market, providing information for managers who make decisions about cloud services to develop informed choice requirements. ...

Intermediary transaction SEO diagnosis Taobao guest Cloud host Technology Hall This is the latest Web Development toolkit that Mashable collects, including drag-and-drop Web application creation tools, code libraries, project management, test programs, and frameworks that support a variety of programming languages, from Ajax to Ruby to Pytho N。 　　This is the first part. 　　Web program Create Class Dreamface-a framework for creating personalized WEB programs. Organi ...

With the development of Docker, the ecosystem of Docker is getting more and more mature. There are many open source projects related to Docker on GitHub. Recently, CenturyLink summarized 10 blogs based on Docker's development tools, mainly on http://www.aliyun.com/zixun/aggregation/14123.html"> PaaS platform, cluster management, continuous integration and Docker Management tools, etc. four ...

With the maturity of large data and predictive analysis, the advantage of open source as the biggest contributor to the underlying technology licensing solution is becoming more and more obvious. Now, from small start-ups to industry giants, vendors of all sizes are using open source to handle large data and run predictive analytics. 　　With the help of open source and cloud computing technology, startups can even compete with big vendors in many ways. 　　Here are some of the top open source tools for large data, grouped into four areas: data storage, development platforms, development tools, and integration, analysis, and reporting tools. Data storage: Apache H ...

Editor's note: The development and operation as a whole to look at the DevOps engineering thought gradually in the hearts of the community, this article explores the origins and development of DevOps, from the physical machine/stand-alone virtual machine deployment, to the deployment based on IaaS, and then last year, just the emergence of container based deployment. The writer, Jason, comes from a newly established Hangzhou Flying Cloud Information Technology Co., Ltd., its brand "Fit2cloud" (@fit2cloud) is a hybrid cloud management and DevOps tool built on IaaS for cloud infrastructure and applications ...

Recently, Airbnb machine learning infrastructure has been improved, making the cost of deploying new machine learning models into production environments much lower. For example, our ML Infra team built a common feature library that allows users to apply more high-quality, filtered, reusable features to their models.