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A role instance is nothing more than a virtual machine on which application code executes with the assistance of running role configurations. A role can also have multiple instances, as defined in the cloud service configuration files.

Rate limiting is a technique for limiting network traffic. Rate limiting is handled by the app rather than the server. It usually keeps track of the IP addresses and the time between requests.

Certain suspicious and malicious activities can be eliminated. Rate Limiting can also be used to prevent bots from interfering with a website. This prevents API overuse, which is critical to avoid.

What are the different levels of cloud storage? The mechanisms of cloud storage devices provide common levels of data storage, such as:

Files are collections of data that are organized into files and stored in folders. Blocks - A block is the smallest unit of data that can be accessed individually. It is the most basic level of storage and the most close to the hardware. Datasets are collections of data organised in a table-based, delimited, or record format. Data and the metadata associated with it are organised as web-based resources. Each of the data storage levels listed above is associated with a specific type of technical interface. This interface is associated with a specific type of cloud storage device and the cloud storage service that exposes its API.

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JIRA:- JIRA is a task management and business analysis tool that allows every company employee to plan, track, and report on work. With the help of this tool, you can customise them to meet your specific business needs. Fogbugz: FogBugz is a project management and issue tracking software that allows you to spend less time managing and more time developing software. It is intended to aid in the planning, tracking, and release of software. FogBugz is built with agile in mind, with a simple lightweight workflow that integrates seamlessly with your development process. Target Process (Agile): Targetprocess is a visual platform for implementing and scaling agile across your organisation. To achieve business agility, SAFe, LeSS, or a business-owned framework can be used.

While botnets can be an attack in and of themselves, they are an excellent tool for carrying out secondary scams and cybercrimes on a large scale. Some examples of common botnet schemes are as follows:

DDoS is a type of attack that involves flooding a server with web traffic in order to cause it to crash. Zombie computers are tasked with swarming websites and other online services, causing them to go offline for an extended period of time.

Phishing schemes impersonate trusted individuals and organisations in order to defraud them of sensitive information. This is typically accomplished through a large-scale spam campaign designed to steal user account information such as banking logins or email credentials.

Brute force attacks use programmes to forcefully breach web accounts. There are dictionary attacks and credential stuffing are used to exploit weak user passwords and access their data.

You can use decision trees to perform both prediction and classification. Decision Trees are used to make decisions given a set of inputs. The following example will help you understand decision trees:

Assume you go to the market to purchase a product. First, you determine whether you truly require the product; that is, you will only go to the market if you do not already have it. You will determine whether or not it is raining after assessing the situation.

You will only go to the market if the sky is clear; otherwise, you will not.