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Apache Kudu VS AWS Trusted Advisor

Compare Apache Kudu VS AWS Trusted Advisor and see what are their differences

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Apache Kudu logo Apache Kudu

Apache Kudu is Hadoop's storage layer to enable fast analytics on fast data.

AWS Trusted Advisor logo AWS Trusted Advisor

Trusted Advisor helps AWS customers reduce cost, increase performance, and improve security by optimizing their AWS environments.
  • Apache Kudu Landing page
    Landing page //
    2021-09-26
  • AWS Trusted Advisor Landing page
    Landing page //
    2022-01-31

Apache Kudu features and specs

  • Fast Analytics on Fresh Data
    Kudu is designed for fast analytical processing on up-to-date data. It allows for efficient columnar storage which enables quick read and write capabilities suitable for real-time analytics.
  • Hybrid Workloads
    Supports hybrid workloads of both analytical and transactional processing, making it versatile for use cases that require both types of operations.
  • Seamless Integration
    Integrates well with the Apache ecosystem, particularly with Apache Hadoop, Apache Impala, and Apache Spark, enabling a cohesive environment for data processing and management.
  • Fine-grained Updates
    Allows for efficient updates to individual columns and rows, which is useful for applications that require frequent updates alongside analytic capabilities.
  • Schema Evolution
    Supports schema evolution, which allows for adding, dropping, and renaming columns without costly table rewrites.

Possible disadvantages of Apache Kudu

  • Complexity in Installation and Configuration
    The setup and configuration of Kudu can be complex, requiring a good understanding of its architecture and dependencies.
  • Limited SQL Support
    While Kudu is optimized for analytical tasks, its SQL capabilities are limited compared to some traditional RDBMS systems, which might require additional tools for more complex queries.
  • Community and Ecosystem
    Although growing, the community and ecosystem around Kudu are smaller compared to more established systems, which may result in less available resources and third-party tools.
  • Memory Intensive
    Kudu can be memory-intensive, which might require more hardware resources compared to other systems, especially as data volumes grow.
  • Write Performance Limitations
    While Kudu offers fast reads, its write performance can be slower compared to systems specifically optimized for high-speed transactional processing.

AWS Trusted Advisor features and specs

  • Comprehensive Insights
    AWS Trusted Advisor offers a wide range of checks and best practices to optimize AWS environments across cost, performance, security, and more, providing actionable insights to enhance operational efficiency.
  • Cost Optimization
    It helps identify underutilized resources and provides recommendations on cost-saving opportunities, allowing businesses to reduce unnecessary expenses and manage their budget more effectively.
  • Security Enhancement
    Trusted Advisor checks AWS accounts for potential security vulnerabilities and suggests improvements, helping organizations strengthen their security posture and comply with best practices.
  • Performance Improvement
    By analyzing the resource configuration and usage patterns, Trusted Advisor offers recommendations to boost performance and ensure applications run smoothly and efficiently.
  • Customized Recommendations
    The tool provides personalized advice based on the specific configuration and utilization of AWS resources in an account, making the recommendations relevant and practical.

Possible disadvantages of AWS Trusted Advisor

  • Limited Free Features
    While some features and checks of AWS Trusted Advisor are available for free, comprehensive access requires a Business or Enterprise support plan, which could be costly for smaller organizations.
  • Complex Setup
    Setting up and correctly configuring AWS Trusted Advisor to maximize its benefits may require knowledge and expertise, potentially posing challenges for less experienced AWS users.
  • Overwhelming Information
    The extensive data and numerous recommendations provided might be overwhelming for users, especially those with extensive AWS environments, requiring careful prioritization and management.
  • Dependence on AWS Support Plan
    Full utilization of AWS Trusted Advisor's capabilities is dependent on subscribing to higher-tier support plans, which may not be feasible for all organizations.

Apache Kudu videos

+ Add

Apache Kudu and Spark SQL for Fast Analytics on Fast Data (Mike Percy)

More videos:

  • Review - Apache Kudu (Incubating): New Hadoop Storage for Fast Analytics on Fast Data
  • Review - Apache Kudu: Fast Analytics on Fast Data | DataEngConf SF '16

AWS Trusted Advisor videos

+ Add

AWS Trusted Advisor | WorkFlow Concept | Demo

Category Popularity

0-100% (relative to Apache Kudu and AWS Trusted Advisor)

Apache Kudu

AWS Trusted Advisor

Technical Computing
54 54%
Technical Computing
46% 46
Business & Commerce
47 47%
Business & Commerce
53% 53
Office & Productivity
54 54%
Office & Productivity
46% 46
Data Dashboard
100 100%
Data Dashboard
0% 0

User comments

Share your experience with using Apache Kudu and AWS Trusted Advisor. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, AWS Trusted Advisor seems to be more popular. It has been mentiond 12 times since March 2021. 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.

Apache Kudu mentions (0)

We have not tracked any mentions of Apache Kudu yet. Tracking of Apache Kudu recommendations started around Mar 2021.

AWS Trusted Advisor mentions (12)

  • AWS Advanced: The Quota Monitor Review
    Usually we would use the AWS Trusted Advisor to monitor quota limits, but not every one can benefit from this service as it requires an AWS Business Support plan. Which if you spend ~$100k it will cost about $6900 per month. Or let's call it 7% of your spend. That's a lot. - Source: dev.to / 7 months ago
  • Scanning AWS S3 Buckets for Security Vulnerabilities
    Regularly audit and monitor your S3 bucket configurations: Establish a routine for auditing and monitoring your S3 bucket configurations. You can also set up alerts for any changes to permissions or policies, enabling timely detection and response to potential security incidents. Additionally, you can utilize tools and services such as AWS Config, which helps you assess, audit, and evaluate the configuration of... - Source: dev.to / 9 months ago
  • 6 Best Practices for AWS Monitoring
    AWS Trusted Advisor is a service that provides best practice recommendations for your AWS account. It can identify potential cost savings, security issues, and performance optimizations, among other things. By regularly reviewing the recommendations provided by Trusted Advisor, you can ensure that your AWS account is following best practices and that you're getting the most out of your resources. Source: about 2 years ago
  • Measuring utilization of cloud resources?
    Have you looked at Trusted Adviser yet? https://aws.amazon.com/premiumsupport/technology/trusted-advisor/. Source: about 2 years ago
  • Building a Greener Cloud: The Role of an Architect for Sustainability in AWS
    AWS Trusted Advisor is a tool that provides recommendations to optimize AWS infrastructure and resources. It analyzes an organization's AWS environment and provides guidance on cost optimization, security, performance, and fault tolerance. One of the lesser-known features of Trusted Advisor is its ability to help reduce energy consumption and carbon emissions. It provides a list of best practices for reducing... - Source: dev.to / about 2 years ago
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What are some alternatives?

When comparing Apache Kudu and AWS Trusted Advisor, you can also consider the following products

Azure Databricks - Azure Databricks is a fast, easy, and collaborative Apache Spark-based big data analytics service designed for data science and data engineering.

MyAnalytics - MyAnalytics, now rebranded to Microsoft Viva Insights, is a customizable suite of tools that integrates with Office 365 to drive employee engagement and increase productivity.

IBM Cloud Pak for Data - Move to cloud faster with IBM Cloud Paks running on Red Hat OpenShift – fully integrated, open, containerized and secure solutions certified by IBM.

Arcadia Enterprise - Arcadia Enterprise is the ultimate native BI for data lakes with real-time streaming visualizations, all without adding hardware or moving data.

ATLAS.ti - ATLAS.ti is a powerful workbench for the qualitative analysis of large bodies of textual, graphical, audio and video data. It offers a variety of sophisticated tools for accomplishing the tasks associated with any systematic approach to "soft" data.

Stata - Stata is a software that combines hundreds of different statistical tools into one user interface. Everything from data management to statistical analysis to publication-quality graphics is supported by Stata. Read more about Stata.

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