Software Alternatives, Accelerators & Startups

AWS Server Migration Service VS Databricks

Compare AWS Server Migration Service VS Databricks and see what are their differences

AWS Server Migration Service logo AWS Server Migration Service

On-Premise Data Integration

Databricks logo Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?
  • AWS Server Migration Service Landing page
    Landing page //
    2023-04-13
  • Databricks Landing page
    Landing page //
    2023-09-14

AWS Server Migration Service videos

How to Migrate your Virtual Machines to AWS using the AWS Server Migration Service

More videos:

  • Demo - AWS Server Migration Service (SMS) || Concept || Detail Demo - Migrate Azure VM to AWS
  • Demo - Module 8: AWS Migration Methodology, Process, and Tools - AWS Server Migration Service Demo

Databricks videos

Introduction to Databricks

More videos:

  • Tutorial - Azure Databricks Tutorial | Data transformations at scale
  • Review - Databricks - Data Movement and Query

Category Popularity

0-100% (relative to AWS Server Migration Service and Databricks)
Data Integration
100 100%
0% 0
Data Dashboard
0 0%
100% 100
ETL
100 100%
0% 0
Database Tools
0 0%
100% 100

User comments

Share your experience with using AWS Server Migration Service and Databricks. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare AWS Server Migration Service and Databricks

AWS Server Migration Service Reviews

We have no reviews of AWS Server Migration Service yet.
Be the first one to post

Databricks Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
Databricks notebooks are a popular tool for developing code and presenting findings in data science and machine learning. Databricks Notebooks support real-time multilingual coauthoring, automatic versioning, and built-in data visualizations.
Source: lakefs.io
7 best Colab alternatives in 2023
Databricks is a platform built around Apache Spark, an open-source, distributed computing system. The Databricks Community Edition offers a collaborative workspace where users can create Jupyter notebooks. Although it doesn't offer free GPU resources, it's an excellent tool for distributed data processing and big data analytics.
Source: deepnote.com
Top 5 Cloud Data Warehouses in 2023
Jan 11, 2023 The 5 best cloud data warehouse solutions in 2023Google BigQuerySource: https://cloud.google.com/bigqueryBest for:Top features:Pros:Cons:Pricing:SnowflakeBest for:Top features:Pros:Cons:Pricing:Amazon RedshiftSource: https://aws.amazon.com/redshift/Best for:Top features:Pros:Cons:Pricing:FireboltSource: https://www.firebolt.io/Best for:Top...
Top 10 AWS ETL Tools and How to Choose the Best One | Visual Flow
Databricks is a simple, fast, and collaborative analytics platform based on Apache Spark with ETL capabilities. It accelerates innovation by bringing together data science and data science businesses. It is a fully managed open-source version of Apache Spark analytics with optimized connectors to storage platforms for the fastest data access.
Source: visual-flow.com
Top Big Data Tools For 2021
Now Azure Databricks achieves 50 times better performance thanks to a highly optimized version of Spark. Databricks also enables real-time co-authoring and automates versioning. Besides, it features runtimes optimized for machine learning that include many popular libraries, such as PyTorch, TensorFlow, Keras, etc.

Social recommendations and mentions

Based on our record, Databricks should be more popular than AWS Server Migration Service. It has been mentiond 17 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.

AWS Server Migration Service mentions (5)

  • Microsoft Exchange Migration
    Check out AWS Migration Service: https://aws.amazon.com/server-migration-service/. Source: about 1 year ago
  • {Help]Moving local linux PC to VM in the cloud
    Https://aws.amazon.com/server-migration-service/ claims to do what you want I know of a similar tool from vmware but it's one of those things that should be easy but isnt because the cloud sometimes bleed abstractions that makes it hard to simply do a lift and shift. Source: almost 2 years ago
  • AWS Migration
    Server Migration Service - install an agent on the source VM, and it'll replicate all data and ongoing changes into an EC2 instance that can then be launched in AWS: https://aws.amazon.com/server-migration-service/. Source: over 2 years ago
  • Complete Cloud Migration Guide
    AWS Server Migration Service — This service makes it easy and quick to move workloads to AWS, particularly when dealing with large-scale server migrations. - Source: dev.to / almost 3 years ago
  • Migrating to AWS
    This is the simple lift and shift approach - move the application from the premises into the cloud - with very little changes. A lot of this effort can be automated using the AWS Server Migration Service. - Source: dev.to / almost 3 years ago

Databricks mentions (17)

  • dolly-v2-12b
    Dolly-v2-12bis a 12 billion parameter causal language model created by Databricks that is derived from EleutherAI’s Pythia-12b and fine-tuned on a ~15K record instruction corpus generated by Databricks employees and released under a permissive license (CC-BY-SA). Source: about 1 year ago
  • Clickstream data analysis with Databricks and Redpanda
    Global organizations need a way to process the massive amounts of data they produce for real-time decision making. They often utilize event-streaming tools like Redpanda with stream-processing tools like Databricks for this purpose. - Source: dev.to / almost 2 years ago
  • DeWitt Clause, or Can You Benchmark %DATABASE% and Get Away With It
    Databricks, a data lakehouse company founded by the creators of Apache Spark, published a blog post claiming that it set a new data warehousing performance record in 100 TB TPC-DS benchmark. It was also mentioned that Databricks was 2.7x faster and 12x better in terms of price performance compared to Snowflake. - Source: dev.to / about 2 years ago
  • A Quick Start to Databricks on AWS
    Go to Databricks and click the Try Databricks button. Fill in the form and Select AWS as your desired platform afterward. - Source: dev.to / about 2 years ago
  • data science workspace/notebook solution thoughts?
    I am considering Hex, Deepnote, and possibly Databricks. Does anyone have any experience using the first 2 (i have worked with Databricks in the past) and have thoughts they can share? The company isn't doing any fancy data science so far so I mostly want it for deep product analytics which I can turn into reports that are easily shareable across the org. That being said, I do want to get into statistical... Source: about 2 years ago
View more

What are some alternatives?

When comparing AWS Server Migration Service and Databricks, you can also consider the following products

Software AG webMethods - Software AG’s webMethods enables you to quickly integrate systems, partners, data, devices and SaaS applications

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

AWS Import/Export - Utilities, Application Utilities, and Data Transfer

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

Talend Data Integration - Talend offers open source middleware solutions that address big data integration, data management and application integration needs for businesses of all sizes.

Looker - Looker makes it easy for analysts to create and curate custom data experiences—so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.