Introduction of data lake

The data lake is a central repository designed to store, process, and protect large volumes of all types of data (structured, semi-structured and unstructured data) and can store the data in its native format and use a variety of data without worrying about size limitations.

• A data lake provides a 𝗵𝗶𝗴𝗵𝗹𝘆 𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗮𝗻𝗱 𝘀𝗲𝗰𝘂𝗿𝗲 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺 that allows ingesting any data from any system at any speed without worrying about the size.

• A data lake can include structured data from 𝗿𝗲𝗹𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗱𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀 (𝗿𝗼𝘄𝘀 𝗮𝗻𝗱 𝗰𝗼𝗹𝘂𝗺𝗻𝘀), 𝘀𝗲𝗺𝗶-𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 𝗱𝗮𝘁𝗮 (CSV, logs, XML, JSON), unstructured data (emails, documents, PDFs), and binary data (images, audio, video).

• Processing data in 𝗿𝗲𝗮𝗹-𝘁𝗶𝗺𝗲 𝗼𝗿 𝗯𝗮𝘁𝗰𝗵 𝗺𝗼𝗱𝗲 𝗮𝗻𝗱 𝗮𝗻𝗮𝗹𝘆𝘇𝗶𝗻𝗴 𝗱𝗮𝘁𝗮 using SQL, Python, R, or any other major languages and other third-party options are available.

• Data lake 𝗵𝗲𝗹𝗽𝘀 𝘁𝗼 𝗲𝗻𝗵𝗮𝗻𝗰𝗲 𝗮𝗻𝗱 𝗼𝗽𝘁𝗶𝗺𝗶𝘇𝗲 reporting, visualization, advanced analytics, and machine learning techniques.

• It provides the foundation for analytics and is highly valuable for heavy data industries like 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀, 𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲, 𝗧𝗲𝗹𝗲𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀, 𝗮𝗻𝗱 𝗲𝗻𝘁𝗲𝗿𝘁𝗮𝗶𝗻𝗺𝗲𝗻𝘁.

1. 📂 Data Lake on AWS

   1. https://aws.amazon.com/solutions/implementations/data-lake-solution/

2. Data Lake Azure

   1. https://azure.microsoft.com/en-in/solutions/data-lake/

   2. https://azure.microsoft.com/en-in/products/storage/data-lake-storage/

3. Google Cloud Data Lake

   1. https://cloud.google.com/learn/what-is-a-data-lake

   2. https://cloud.google.com/dataflow/

4. Oracle Data Lakehouse

   1. https://www.oracle.com/in/data-lakehouse/

What is Predictive Scaling

📂 Predictive Scaling forecasts coming traffic usage based on trends,📊 it may be daily, weekly, or monthly including regularly-occurring spikes, and provisions the right number of instances in advance to the expected transformations.

More on S3

🎉.You may know about 𝔸𝕎𝕊 𝕊𝟛, But You might have missed some of the below information. 🚀 ✍ 𝗔𝗺𝗮𝘇𝗼𝗻 𝗦𝟯 (𝗦𝗶𝗺𝗽𝗹𝗲 𝗦𝘁𝗼𝗿𝗮𝗴𝗲 𝗦𝗲𝗿𝘃𝗶𝗰𝗲) is a service offered by Amazon Web Services (AWS) that provides object storage through a web interface.

Introduction of data lake

💫.𝔻𝕠 𝕪𝕠𝕦 𝕜𝕟𝕠𝕨 𝔻𝕒𝕥𝕒 𝕝𝕒𝕜𝕖?💫. ✍ The data lake is a central repository designed to store, process, and protect large volumes of 𝗮𝗹𝗹 𝘁𝘆𝗽𝗲𝘀 𝗼𝗳 𝗱𝗮𝘁𝗮 (𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱, 𝘀𝗲𝗺𝗶-𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 𝗮𝗻𝗱 𝘂𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲𝗱 𝗱𝗮𝘁𝗮) and can store the data in.

Amazon Aurora Serverless

✍ Now, the next version of AWS Aurora Serverless V2 is generally available. 🎯 Aurora Serverless allows a database to scale capacity up or down based on the application’s needs. ⛓