AWS Lambda

Website

aws.amazon.com

$ Details

Categories

#Cloud Computing #Cloud Hosting #Object Storage #Backend As A Service

Microsoft Power BI

Website

powerbi.microsoft.com

$ Details

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Categories

#Data Visualization #Analytics Dashboard #Data Dashboard #Business Intelligence #Analytics #Data Analysis

AWS Lambda features and specs

• Scalability
  AWS Lambda automatically scales your application by running your code in response to each trigger. This means no manual intervention is required to handle varying levels of traffic.
• Cost-effectiveness
  You only pay for the compute time you consume. Billing is metered in increments of 100 milliseconds and you are not charged when your code is not running.
• Reduced Operations Overhead
  AWS Lambda abstracts the infrastructure management layer, so there is no need to manage or provision servers. This allows you to focus more on writing code for your applications.
• Flexibility
  Supports multiple programming languages such as Python, Node.js, Ruby, Java, Go, and .NET, which allows you to use the language you are most comfortable with.
• Integration with Other AWS Services
  Seamlessly integrates with many other AWS services such as S3, DynamoDB, RDS, SNS, and more, making it versatile and highly functional.
• Automatic Scaling and Load Balancing
  Handles thousands of concurrent requests without managing the scaling yourself, making it suitable for applications requiring high availability and reliability.

Possible disadvantages of AWS Lambda

• Cold Start Latency
  The first request to a Lambda function after it has been idle for a certain period can take longer to execute. This is referred to as a 'cold start' and can impact performance.
• Resource Limits
  Lambda has defined limits, such as a maximum execution timeout of 15 minutes, memory allocation ranging from 128 MB to 10,240 MB, and temporary storage up to 512 MB.
• Vendor Lock-in
  Using AWS Lambda ties you into the AWS ecosystem, making it difficult to migrate to another cloud provider or an on-premises solution without significant modifications to your application.
• Complexity of Debugging
  Debugging and monitoring distributed, serverless applications can be more complex compared to traditional applications due to the lack of direct access to the underlying infrastructure.
• Cold Start Issues with VPC
  When Lambda functions are configured to access resources within a Virtual Private Cloud (VPC), the cold start latency can be exacerbated due to additional VPC networking overhead.
• Limited Execution Control
  AWS Lambda is designed for stateless, short-running tasks and may not be suitable for long-running processes or tasks requiring complex orchestration.

Microsoft Power BI features and specs

• User-Friendly Interface
  Power BI has an intuitive drag-and-drop interface that makes it easy for users to create reports and dashboards without extensive technical knowledge.
• Integration with Microsoft Products
  Seamlessly integrates with other Microsoft products like Excel, Azure, and Office 365, enhancing productivity and data accessibility.
• Real-Time Data
  Supports real-time data streaming, which allows users to get up-to-date insights and make informed decisions quickly.
• Custom Visualizations
  Offers a wide range of built-in visualizations, as well as the ability to create custom visuals, helping users present data in a meaningful way.
• Robust Security
  Provides strong security features including role-based access, data encryption, and compliance with global regulatory standards.

Possible disadvantages of Microsoft Power BI

• Complex Licensing
  The licensing model can be confusing and expensive, especially for small businesses or individual users.
• Performance Issues with Large Data Sets
  Performance can be impacted when handling very large data sets, making it less suitable for extremely data-intensive applications.
• Limited Customization
  While offering many built-in features, deep customization options may require advanced knowledge of DAX (Data Analysis Expressions) and Power Query.
• Learning Curve
  Users new to business intelligence tools may find there is a significant learning curve to fully utilize all of Power BI's features.
• Dependency on Internet Connection
  Many features, especially those involving cloud services, require a stable internet connection, which may be a limitation for some users.

AWS Lambda Vs EC2 | Serverless Vs EC2 | EC2 Alternatives

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