What are the Challenges of Real-Time Data Analysis?
While real-time data analysis offers numerous benefits, it also presents several challenges:
Data Quality: Ensuring that the data being analyzed is accurate and reliable can be difficult. Processing Speed: Analyzing large volumes of data in real-time requires significant computational power. Integration: Combining data from multiple sources in real-time can be complex and require sophisticated integration tools. Security: Protecting real-time data from breaches and ensuring compliance with regulations is paramount.