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Google Cloud Dataflow VS Microsoft Power Automate

Compare Google Cloud Dataflow VS Microsoft Power Automate and see what are their differences

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

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.

Microsoft Power Automate logo Microsoft Power Automate

Microsoft Power Automate is an automation platform that integrates DPA, RPA, and process mining. It lets you automate your organization at scale using low-code and AI.
  • Google Cloud Dataflow Landing page
    Landing page //
    2023-10-03
  • Microsoft Power Automate Landing page
    Landing page //
    2024-03-20

Microsoft Power Automate is a comprehensive, integrated automation platform with advanced digital process automation (DPA), robotic process automation (RPA), and process mining capabilities. And with the power of low-code and AI, you are in the driver’s seat to securely automate your organization at scale.

Features

  • Streamline your business with (DPA) digital process automation through cloud flows to connect your apps, data, and services.
  • Automate repetitive tasks using UI-based automation with (RPA) robotic process automation through desktop flows.
  • Ensure consistency with business process flows—the (BPA) business process automation capability in Power Automate.
  • Discover workflow bottlenecks and automation opportunities with the process advisor.
  • Bring AI to automation and gain insights by creating tailored AI models within Power Automate using AI Builder.

Click here to learn more about Power Automate or visit the official blog to keep up with the news.

Google Cloud Dataflow features and specs

  • Scalability
    Google Cloud Dataflow can automatically scale up or down depending on your data processing needs, handling massive datasets with ease.
  • Fully Managed
    Dataflow is a fully managed service, which means you don't have to worry about managing the underlying infrastructure.
  • Unified Programming Model
    It provides a single programming model for both batch and streaming data processing using Apache Beam, simplifying the development process.
  • Integration
    Seamlessly integrates with other Google Cloud services like BigQuery, Cloud Storage, and Bigtable.
  • Real-time Analytics
    Supports real-time data processing, enabling quicker insights and facilitating faster decision-making.
  • Cost Efficiency
    Pay-as-you-go pricing model ensures you only pay for resources you actually use, which can be cost-effective.
  • Global Availability
    Cloud Dataflow is available globally, which allows for regionalized data processing.
  • Fault Tolerance
    Built-in fault tolerance mechanisms help ensure uninterrupted data processing.

Possible disadvantages of Google Cloud Dataflow

  • Steep Learning Curve
    The complexity of using Apache Beam and understanding its model can be challenging for beginners.
  • Debugging Difficulties
    Debugging data processing pipelines can be complex and time-consuming, especially for large-scale data flows.
  • Cost Management
    While it can be cost-efficient, the costs can rise quickly if not monitored properly, particularly with real-time data processing.
  • Vendor Lock-in
    Using Google Cloud Dataflow can lead to vendor lock-in, making it challenging to migrate to another cloud provider.
  • Limited Support for Non-Google Services
    While it integrates well within Google Cloud, support for non-Google services may not be as robust.
  • Latency
    There can be some latency in data processing, especially when dealing with high volumes of data.
  • Complexity in Pipeline Design
    Designing pipelines to be efficient and cost-effective can be complex, requiring significant expertise.

Microsoft Power Automate features and specs

  • Attended RPA
  • Unattended RPA
  • Process mining
  • Task mining
  • Document automation
  • Data loss prevention (DLP)
  • Digital workforce management
  • API automation

Google Cloud Dataflow videos

+ Add

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

Microsoft Power Automate videos

+ Add

Winautomation Review - DO NOT BUY

More videos:

  • Tutorial - Microsoft Flow Tutorial for Beginners
  • Review - WinAutomation Overview
  • Review - What is Microsoft Flow and Why Would I Use it?
  • Review - Optimize your business with Microsoft Power Automate

Category Popularity

0-100% (relative to Google Cloud Dataflow and Microsoft Power Automate)

Google Cloud Dataflow

Microsoft Power Automate

Big Data
100 100%
Big Data
0% 0
Automation
0 0%
Automation
100% 100
Data Dashboard
100 100%
Data Dashboard
0% 0
Web Service Automation
0 0%
Web Service Automation
100% 100

User comments

Share your experience with using Google Cloud Dataflow and Microsoft Power Automate. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Google Cloud Dataflow and Microsoft Power Automate

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

Microsoft Power Automate Reviews

TOP RPA tools you should never miss | Octoparse RPA
As part of the Power Platform, Power Automate provides accessibility and ease of use for automating common workflows. Its triggers and actions enable jobs to be automated across hundreds of apps and systems. Power Automate is designed for simple, event-driven automation and job completion. Now Microsoft offers two plans for this service. The power automate premium will cost...
Source: www.octoparse.ai
N8n.io Alternatives
One of the standout features of Microsoft Power Automate is its ability to create complex workflows without requiring extensive coding knowledge. Users can leverage pre-built templates or design custom flows using a visual designer. Moreover, Power Automate integrates with ApiX-Drive, a service that simplifies setting up integrations and automating data transfers between...
Source: apix-drive.com
Microsoft Power Automate
This gives businesses an advantage over each other, heightening their customer satisfaction and product/service value. With hundreds of tools present for this purpose, choosing the right tool is essential. This write-up will give you a detailed comparison between Microsoft Power Automate and our workflow automation platform Cflow. Additionally, we will also look at the top 7...
Source: www.cflowapps.com
Top 5 Microsoft Power Automate alternatives for 2024
If you’re trying to go paperless and streamline repetitive tasks, you’ve probably heard about Microsoft Power Automate — or maybe you already use it. It’s a low-code platform that enables you to build automated processes across multiple applications. But you might not know there are several Power Automate alternatives that you may find more suitable for your business.
Source: www.jotform.com
6 Best Power Automate Alternatives & Competitors in 2024
Microsoft Power Automate is a popular workflow automation tool that allows users to create automated workflows without the need for manual coding. While it offers many benefits, there may be instances where organizations or individuals are looking for alternatives to Power Automate. Some reasons why alternatives may be needed include:
Source: www.softwaretestingmaterial.com

Social recommendations and mentions

Based on our record, Microsoft Power Automate should be more popular than Google Cloud Dataflow. It has been mentiond 31 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.

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 2 years 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 2 years 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: over 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: over 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 3 years ago
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Microsoft Power Automate mentions (31)

  • Is there any open source no code workflow tool?
    Hi, I am trying to build a no code tool workflow tool with blocks and connections between the blocks. Similar to power automate: https://powerautomate.microsoft.com/en-us/. Source: almost 2 years ago
  • Spreadsheet: export link in CSV
    Windows has an option called Power Automate https://powerautomate.microsoft.com/en-us/ that allows for, well automating such tasks as manually copying / pasting data https://learn.microsoft.com/en-us/power-automate/getting-started. Source: almost 2 years ago
  • My coworkers and I have decided to start filling out the forms
    Try to use automation to fill it out ( https://powerautomate.microsoft.com/en-us/ for example). Source: almost 2 years ago
  • Automating my monkey job
    Https://powerautomate.microsoft.com/en-us/ might be something worth checking out if you have access. Source: about 2 years ago
  • Should I quit learning Python?
    What is it that you actually want to achieve? Learning Python should have an overarching goal. Like being a programmer. If you would rather not be a programmer, and you don't like programming, but you would like to automate certain things on your PC, you might as well download and install https://powerautomate.microsoft.com/en-us/ . If you intend to understand, or work with, Big Data or AI, then Python totally is... Source: about 2 years ago
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What are some alternatives?

When comparing Google Cloud Dataflow and Microsoft Power Automate, you can also consider the following products

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

ifttt - IFTTT puts the internet to work for you. Create simple connections between the products you use every day.

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

Make.com - Tool for workflow automation (Former Integromat)

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

Zapier - Connect the apps you use everyday to automate your work and be more productive. 1000+ apps and easy integrations - get started in minutes.

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