Several technologies are essential for enabling real-time data analysis:
Big Data Platforms: Tools like Apache Hadoop and Spark process large volumes of data quickly. Data Streaming Technologies: Solutions like Apache Kafka and Amazon Kinesis facilitate continuous data flow. Cloud Computing: Platforms such as AWS, Google Cloud, and Microsoft Azure offer scalable infrastructure for real-time analytics. Machine Learning Algorithms: AI models can analyze data in real-time to identify patterns and make predictions.