Recursion is a biotechnology company founded in 2013, headquartered in Salt Lake City, Utah. It accelerates drug discovery by combining experimental biology, artificial intelligence, automation, and real-time event streaming. It has built a system that processes over three petabytes of biological image data generated on Recursion’s robotic platform. The company
A modern enterprise Data Streaming Architecture will have a lot of communications, these can include application queues, streaming data, control data, data transfers, for backup, syncing, updates, IOT sensor data, system snapshots and other never ending use cases. We would be discussing about some commonly used use-cases in most enterprises.
Bank Rakyat Indonesia (BRI) – the largest bank in Indonesia - is also the largest microfinance institution globally. It has 75 million customers and a market capitalization that exceeds $38 billion. Let's see how they expanded their operations with the help of big data analytics using Kafka. Challenge: The bank
Company: AO.com, an online retailer AO is one of the UK’s leading electrical retailers. The company has been operating for the last twenty years, selling over 9,000 electrical products to millions of customers across the UK. Challenge: For a retail business speed of its operations is of utmost importance.
Every large corporation and SME have found real-time data analysis quite critical. Many industries such as legal services, financial services and IT operation management are in need of massive real-time data along with historical data. When we are in need of handling high volume data, we should implement the best
DriveCentric, founded in 2010, is a customer relationship management (CRM) and internet marketing company, providing automotive dealerships with tools to connect with customers. Thanks to DriveCentric’s unique position in the market, the company has started growing significantly. This growth meant however, that DriveCentic had to alter its core product to
When you deploy machine learning, big-data analytics, and data science in real-time, you need to remember that model training and analytics tuning occupies only a portion of the work. Around 50% of the effort is dependent upon grooming the data for Machine Learning and Analytics. The rest of the effort
Have you ever star-gazed? Let’s imagine that you are counting the number of stars in the sky. Would you be able to count all the stars? You can categorize them for sure. That’s exactly how abundant data is nowadays. When you allow data flow from one location to the next,
Charter Communications, Inc. is a leading broadband connectivity company and cable operator. Through their brand, Spectrum, they offer a full range of state-of-the-art residential and business services including Spectrum Internet®, TV, Mobile, and Voice in 41 states for more than 30 million customers. As customers always require better reliability, competitive
What is a Data pipeline? A data pipeline is a system where data is transferred in chunks in a serial and systematic manner (Messages, records) between systems. These flows are well defined, audited and might contain sensitive information, which needs to be secured. These pipelines can be application queues, transfers
