Software Alternatives, Accelerators & Startups

AWS CloudTrail VS Google Cloud Dataflow

Compare AWS CloudTrail VS Google Cloud Dataflow and see what are their differences

AWS CloudTrail logo AWS CloudTrail

AWS CloudTrail is a web service that records AWS API calls for your account and delivers log files to you.

Google Cloud Dataflow logo Google Cloud Dataflow

Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.
  • AWS CloudTrail Landing page
    Landing page //
    2023-04-18
  • Google Cloud Dataflow Landing page
    Landing page //
    2023-10-03

AWS CloudTrail videos

AWS Cloudtrail vs Cloudwatch in 15 minutes | AWS tutorial for beginners

More videos:

  • Review - AWS re:Invent 2018: Augmenting Security & Improving Operational Health w/ AWS CloudTrail (SEC323)

Google Cloud Dataflow videos

Introduction to Google Cloud Dataflow - Course Introduction

More videos:

  • Review - Serverless data processing with Google Cloud Dataflow (Google Cloud Next '17)
  • Review - Apache Beam and Google Cloud Dataflow

Category Popularity

0-100% (relative to AWS CloudTrail and Google Cloud Dataflow)
API Tools
100 100%
0% 0
Big Data
0 0%
100% 100
APIs
100 100%
0% 0
Data Dashboard
0 0%
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 AWS CloudTrail and Google Cloud Dataflow

AWS CloudTrail Reviews

We have no reviews of AWS CloudTrail yet.
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Google Cloud Dataflow Reviews

Top 8 Apache Airflow Alternatives in 2024
Google Cloud Dataflow is highly focused on real-time streaming data and batch data processing from web resources, IoT devices, etc. Data gets cleansed and filtered as Dataflow implements Apache Beam to simplify large-scale data processing. Such prepared data is ready for analysis for Google BigQuery or other analytics tools for prediction, personalization, and other purposes.
Source: blog.skyvia.com

Social recommendations and mentions

Google Cloud Dataflow might be a bit more popular than AWS CloudTrail. We know about 14 links to it since March 2021 and only 13 links to AWS CloudTrail. 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.

AWS CloudTrail mentions (13)

  • Programmatically reacting to S3 bucket external access exposures
    It uses CloudTrail events up to 90 days in the past and creates a tailor-made policy for the role based on the activity. - Source: dev.to / 11 months ago
  • AWS Security Survival Kit
    We know that CloudTrail is the bare minimum service to activate on a newly created AWS Account to track all activities on your AWS account. It helps, but this will not alert you to suspicious activities by itself. You still have to check periodically if something has gone wrong in multiple services and the console. - Source: dev.to / 11 months ago
  • Receiving Slack notifications when CloudTrail logging gets turned off
    Amazon CloudTrail is the surveillance camera for our accounts. It records every API call that any users or roles make. If we have multiple accounts set up in AWS Organizations, we can create a central trail in the management account. We can then enable logging to all accounts and all regions. Or, if we use Control Tower to set up the account structure, we don't need to do anything because it will automatically... - Source: dev.to / 11 months ago
  • Cloud Test Automation on AWS: The Role of QA Engineers
    Monitoring solutions - Familiarity with monitoring solutions like Amazon CloudWatch and AWS CloudTrail allows QA Engineers to proactively identify and address performance issues, ensuring optimal system functionality. - Source: dev.to / about 1 year ago
  • 6 Best Practices for AWS Monitoring
    One of the first steps in AWS monitoring is to enable CloudTrail logging. This service allows you to track all API activity in your AWS account, including the actions taken by users, roles, and services. By enabling CloudTrail, you can get a complete picture of who is doing what in your AWS account and identify any unusual activity that could indicate a security issue. Source: about 1 year ago
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Google Cloud Dataflow mentions (14)

  • How do you implement CDC in your organization
    Imo if you are using the cloud and not doing anything particularly fancy the native tooling is good enough. For AWS that is DMS (for RDBMS) and Kinesis/Lamba (for streams). Google has Data Fusion and Dataflow . Azure hasData Factory if you are unfortunate enough to have to use SQL Server or Azure. Imo the vendored tools and open source tools are more useful when you need to ingest data from SaaS platforms, and... Source: over 1 year ago
  • Here’s a playlist of 7 hours of music I use to focus when I’m coding/developing. Post yours as well if you also have one!
    This sub is for Apache Beam and Google Cloud Dataflow as the sidebar suggests. Source: over 1 year ago
  • How are view/listen counts rolled up on something like Spotify/YouTube?
    I am pretty sure they are using pub/sub with probably a Dataflow pipeline to process all that data. Source: almost 2 years ago
  • Best way to export several GCP datasets to AWS?
    You can run a Dataflow job that copies the data directly from BQ into S3, though you'll have to run a job per table. This can be somewhat expensive to do. Source: almost 2 years ago
  • Why we don’t use Spark
    It was clear we needed something that was built specifically for our big-data SaaS requirements. Dataflow was our first idea, as the service is fully managed, highly scalable, fairly reliable and has a unified model for streaming & batch workloads. Sadly, the cost of this service was quite large. Secondly, at that moment in time, the service only accepted Java implementations, of which we had little knowledge... - Source: dev.to / about 2 years ago
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What are some alternatives?

When comparing AWS CloudTrail and Google Cloud Dataflow, you can also consider the following products

Postman - The Collaboration Platform for API Development

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

DreamFactory - DreamFactory is an API management platform used to generate, secure, document, and extend APIs.

Amazon EMR - Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

Sentinet - API Management and SOA Governance for enterprises and developers

Databricks - Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?