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Big Data Technologies that Everyone Should Know in 2024

Knowledge Hut

NoSQL databases are designed for scalability and flexibility, making them well-suited for storing big data. The most popular NoSQL database systems include MongoDB, Cassandra, and HBase. Big data technologies can be categorized into four broad categories: batch processing, streaming, NoSQL databases, and data warehouses.

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Data Warehouse vs Big Data

Knowledge Hut

It encompasses data from diverse sources such as social media, sensors, logs, and multimedia content. It employs technologies such as Apache Hadoop, Apache Spark, and NoSQL databases to handle the immense scale and complexity of big data. This includes data from social media, sensors, logs, documents, multimedia content, and more.

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The Role of Database Applications in Modern Business Environments

Knowledge Hut

Database Software- Other NoSQL: NoSQL databases cover a variety of database software that differs from typical relational databases. NoSQL is an abbreviation for "Not Only SQL," and it refers to non-relational databases that provide flexible data formats, horizontal scaling, and high performance for certain use cases.

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A Prequel to Data Mesh

Towards Data Science

Image by the author 2004 to 2010 — The elephant enters the room New wave of applications emerged — Social Media, Software observability, etc. Result: Hadoop & NoSQL frameworks emerged. The concept of `Data Marts` was introduced. New data formats emerged — JSON, Avro, Parquet, XML etc.

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Top 10 AWS Applications and Their Use Cases [2024 Updated]

Knowledge Hut

It also keeps backups, media files, log data, and static website content. Amazon DynamoDB DynamoDB is a managed NoSQL database offered by Amazon that delivers millisecond-level performance at any scale. It is built to offer failover capabilities and linear scalability to applications with high throughput and minimal latency needs.

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AWS Instance Types Explained: Learn Series of Each Instances

Edureka

3D Rendering and Media Processing- High-performance computing is crucial for rendering graphics and processing media files. Use Cases such as NoSQL Databases and Data Warehousing- NoSQL Databases- I-Series instances are well-suited for running NoSQL databases like MongoDB, Cassandra, or Couchbase.

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Top 15 Software Engineering Projects 2024 [Source Code]

Knowledge Hut

cvtColor(image, cv2.COLOR_BGR2GRAY) COLOR_BGR2GRAY) _, thresh = cv2.threshold(gray_image, threshold(gray_image, 127, 255, cv2.THRESH_BINARY) THRESH_BINARY) contours, _ = cv2.findContours(thresh, findContours(thresh, cv2.RETR_TREE, RETR_TREE, cv2.CHAIN_APPROX_SIMPLE) CHAIN_APPROX_SIMPLE) max_area = 0 max_cnt = None for cnt in contours: area = cv2.contourArea(cnt)