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Microsoft Azure Purview VS AWS Lambda

Compare Microsoft Azure Purview VS AWS Lambda and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Microsoft Azure Purview logo Microsoft Azure Purview

Microsoft Azure Purview is a unified data governance solution that provides capabilities that cover the entire lifecycle from ingestion to cleansing, transformation, and security.

AWS Lambda logo AWS Lambda

Automatic, event-driven compute service
  • Microsoft Azure Purview Landing page
    Landing page //
    2023-03-12
  • AWS Lambda Landing page
    Landing page //
    2023-04-29

Microsoft Azure Purview features and specs

  • Comprehensive Data Governance
    Azure Purview provides a unified data governance solution that allows organizations to catalog, manage, and govern their data across various platforms and services.
  • Automation and Scanning
    It offers automated data discovery and classification features, helping organizations continuously scan and categorize their data assets without manual intervention.
  • Integration with Azure Ecosystem
    Azure Purview seamlessly integrates with other Azure services, enabling organizations to extend their data governance across Azure Data Lake, SQL databases, and other Azure resources.
  • Data Lineage Tracking
    The platform provides data lineage capabilities, allowing users to track the flow of data across various processes, which enhances transparency and accountability.
  • Security and Compliance
    Azure Purview helps organizations maintain compliance with industry standards by providing tools for data privacy and security management.

Possible disadvantages of Microsoft Azure Purview

  • Complexity and Learning Curve
    Due to the comprehensive nature of the tool, there can be a significant learning curve and complexity in setting up and utilizing all of its features effectively.
  • Cost Considerations
    As a premium service within the Azure ecosystem, costs can add up quickly, especially for large enterprises with extensive data assets to manage and govern.
  • Limited to Azure-First Approach
    While Azure Purview integrates well with other Azure services, it may not offer the same level of integration and support for multi-cloud environments as seen with some competitor solutions.
  • Dependency on Azure Platform
    Organizations heavily invested in non-Azure ecosystems may find it less beneficial due to its deep dependency on the Azure platform.
  • Customization Limitations
    Users may encounter limitations in customizing certain aspects of the tool to their specific needs, which can impact its utility in specialized use cases.

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.

Analysis of AWS Lambda

Overall verdict

  • AWS Lambda is a strong choice for developers looking for scalable, event-driven applications with minimal management overhead. It is particularly beneficial for applications that experience intermittent traffic or unpredictable workloads.

Why this product is good

  • AWS Lambda is a popular serverless computing service because it allows users to run code without provisioning or managing servers. It automatically scales applications by running code in response to triggers such as HTTP requests, changes in data, or system events. This can significantly reduce operational overhead and costs, as you only pay for the compute time you consume.

Recommended for

  • Developers building microservices or serverless applications.
  • Companies looking to reduce infrastructure management.
  • Startups wanting to quickly deploy applications with limited operational costs.
  • Organizations needing to integrate with other AWS services for a comprehensive solution.
  • Projects with unpredictable or variable workloads that require automatic scaling.

Microsoft Azure Purview videos

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AWS Lambda videos

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AWS Lambda Vs EC2 | Serverless Vs EC2 | EC2 Alternatives

More videos:

  • Tutorial - AWS Lambda Tutorial | AWS Tutorial for Beginners | Intro to AWS Lambda | AWS Training | Edureka
  • Tutorial - AWS Lambda | What is AWS Lambda | AWS Lambda Tutorial for Beginners | Intellipaat

Category Popularity

0-100% (relative to Microsoft Azure Purview and AWS Lambda)

Microsoft Azure Purview

AWS Lambda

Business & Commerce
100 100%
Business & Commerce
0% 0
Cloud Computing
0 0%
Cloud Computing
100% 100
Office & Productivity
100 100%
Office & Productivity
0% 0
Cloud Hosting
0 0%
Cloud Hosting
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Microsoft Azure Purview and AWS Lambda

Microsoft Azure Purview Reviews

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AWS Lambda Reviews

Top 7 Firebase Alternatives for App Development in 2024
AWS Lambda is suitable for applications with varying workloads and those already using the AWS ecosystem.
Source: signoz.io

Social recommendations and mentions

Based on our record, AWS Lambda seems to be a lot more popular than Microsoft Azure Purview. While we know about 297 links to AWS Lambda, we've tracked only 2 mentions of Microsoft Azure Purview. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Microsoft Azure Purview mentions (2)

AWS Lambda mentions (297)

  • Serverless with Mama J โ€” Why Serverless
    AWS Lambda is a service that runs your code without you managing any servers. You write your code, deploy it to Lambda, and it takes care of the infrastructure โ€” servers, networking, security, and scaling. - Source: dev.to / 3 months ago
  • Enriching Free Trial Signups: The PLG Data Stack for Turning Inbound Users Into Qualified Pipeline
    Clay can replace the Lambda and API chain if you'd rather avoid custom code. You set up a Clay table as the enrichment layer, trigger it from Segment via webhook, and it handles the waterfall and CRM push without writing a function. The tradeoff: less control over scoring logic and higher cost per enriched contact. - Source: dev.to / 2 months ago
  • Dynamic Looping Comes to AWS SAM
    To show why this matters, take a look at the following example. I have three AWS Lambda functions, Lambda being the serverless compute service, that each handle a different endpoint on the same API. But, almost everything about them is the same. They have the same runtime, the same memory configuration, and nearly the same structure. The only differences are the name, handler, and possibly some environment variables. - Source: dev.to / 2 months ago
  • AIP-C01 last-minute revision: exam traps, memory hooks, and quick notes
    Query Expansion and Decomposition: Amazon Bedrock query expansion broadens search; AWS Lambda query decomposition breaks complex queries into sub-queries; AWS Step Functions orchestrates multi-step retrieval. - Source: dev.to / 3 months ago
  • Why AWS Certified GenAI Developer stands apart from other AWS certs
    You need to understand synchronous and asynchronous inference patterns, event-driven architectures using Amazon EventBridge, workflow orchestration with AWS Step Functions, data processing with AWS Lambda, state management with Amazon DynamoDB, and security with AWS Identity and Access Management (IAM). The exam tests your ability to design serverless architectures that scale automatically, handle failures... - Source: dev.to / 3 months ago
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What are some alternatives?

When comparing Microsoft Azure Purview and AWS Lambda, you can also consider the following products

Kylo - Kylo is an end-to-end data lake management software that provides data from many sources in an automated fashion and optimizes it.

Amazon API Gateway - Create, publish, maintain, monitor, and secure APIs at any scale

Minitab Connect - Minitab Connect is a data management platform that comes with cloud-based data and integration workflows having data governance and integration tools.

Amazon S3 - Amazon S3 is an object storage where users can store data from their business on a safe, cloud-based platform. Amazon S3 operates in 54 availability zones within 18 graphic regions and 1 local region.

IRI Voracity - IRI Voracity is an automated data management platform that helps you extract, transform and load (ETL) your data lake to any data warehouse or cloud.

Google App Engine - A powerful platform to build web and mobile apps that scale automatically.

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