Serverless technology has experienced a surge in popularity due to the cost-efficiency it offers. By removing the need for businesses to invest in and maintain costly infrastructure, it allows them to reallocate their resources to other projects such as the development and launch of more sophisticated and feature-rich software applications.
Serverless computing is an emerging concept that may be unfamiliar to some. Rather than relying on physical hardware, virtual computing resources in a cloud environment are utilised. This removes the need to manage physical servers, allowing businesses to operate without them on site.
Nowadays, it is possible to deploy almost every service in a serverless environment, and the main providers support this approach. Serverless can be used with all the major cloud providers, such as Amazon Web Services, Google Cloud Platform and Microsoft Azure.
Now that an understanding of the fundamentals of serverless computing has been established, it may be of interest to explore the technology that operates in such settings. To this end, let us take a closer look at two such tools, both hosted on Amazon Web Services (AWS). These are AWS Athena and AWS Glue.
When Comparing Amazon Web Services’ Athena with Glue,
It is important to note that the decision between Amazon Web Services’ (AWS) Athena and Glue is not an ‘either/or’ situation. Rather, the two services serve distinct purposes, and when used together, their combined benefits are truly impressive. In order to gain a better understanding of these two offerings, let us explore them further.
The Amazon Web Services Athena
AWS Athena provides an interactive query tool which can be used to gain a deeper understanding of your Amazon S3 data. All the services are connected seamlessly, allowing for an easy query of S3 data using SQL by simply specifying the location, selecting the relevant schema and asking the desired questions.
Furthermore, there is no requirement for the prior organization of data prior to querying. As a result, even substantial and intricate datasets stored in S3 can be analyzed with basic knowledge of the SQL language.
A few of Athena’s many advantages are as follows:
- It’s server-free, with no initial outlay required.
- Possessing even basic SQL skills will allow you to access all of your data.
- With a pay-per-query model, you only pay for the actual work you put in.
- Formats including CSV, JSON, ORC, Avro, and Parquet are all supported.
- It returns responses quickly since queries are processed in parallel.
Consequently, AWS Athena is the best option for analysing and querying large volumes of data stored on Amazon S3.
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Amazon Web Services (AWS) Glue is an optimized set of resources that enable automated schema discovery and Extract, Transform, and Load (ETL) processes. In essence, AWS Glue is a serverless data integration service that streamlines the process of locating, preparing, transferring, and merging data from multiple sources.
Glue’s most renowned features are its serverless Hive-compatible metastore (Glue Metastore) and its enterprise data integration tool (Glue ETL). These tools enable customers to run Spark jobs without having to manage complicated configurations or the Spark infrastructure.
Applications for AWS Glue include:
- Automated learning
- Programming for applications
- Creating and executing tasks
- Putting in place operational workflows
While AWS Athena facilitates data interaction, AWS Glue simplifies the process of combining data from several sources.
AWS Glue’s graphical user interface (GUI) is a useful tool when managing multiple data integration processes. Through this interface, users can conveniently design and deploy workflows to an Apache Spark (serverless) ETL engine.
Cleaning, converting, and collecting data is made easier with AWS Glue Studio.
Who Else Uses AWS Athena?
The following are examples of businesses that are using or have utilised AWS Athena:
- Corporation, Lockheed Martin
- The Lenovo Group,Ltd.
- It’s Red Hat, Inc.
A few of the most common fields of use for AWS Athena are:
- Communications and Computer Technology
- The Software of Computers
- Services related to the financial sector
- Advertising and promotion
- Medical facility and health care
- College or university
Upsolver (a data lake ETL service) and Trianz are also AWS Athena partners (which accelerates and scales solutions for both Athena and AWS services).
Who Else Makes Use of AWS Glue?
Some examples of businesses using AWS Glue are:
- Fox, 21st Century
- Newspaper Publishing Company
- Companies That Make Mobile Apps
- Groupe OLX
- Full 360
- Founded in 1996, Expedia Is an International Travel and Tourism Company.
- In Japan, They Use NTT Docomo.
- Flying J Pilot
- A Prime Affair on Amazon
How Much Do You Charge for These Services?
Pricing for Amazon Web Services (AWS) Athena and AWS Glue is variable, as is the case with other cloud services. As both services work on a pay-as-you-go basis, their cost estimators can be beneficial in assessing the cost of these services.
Investigating both AWS Athena and AWS Glue is essential if you are looking to optimize and improve the hosting of your Amazon S3 data. Serverless technology can significantly enhance your development and operations teams’ ability to work with, analyze, and manage data, potentially revolutionizing your business’s utilization of data.