AI agents now increasingly require real-time stream data processing as the environment involving the decision making is dynamic, fast-changing, and event-driven. Unlike batch processing which is how traditional data warehouses and […]

Hot data means the data currently being created, accessed, and queried at real-time or near real-time. The latest and most time-critical data, such as live events, user interactions, sensor measurements, […]

 The data serialization format is a key factor when dealing with stream processing, as it decides how efficiently the data is forwarded on the wire and optimized internally in order […]

In today’s AI-powered systems, real-time data is essential rather than optional. Real-time data streaming has started playing an important impact on modern AI models for applications that need quick decisions. […]

In the current fast-paced digital age, many data sources generate an unending flow of information, a never-ending torrent of facts and figures that, while perplexing when examined separately, provide profound […]

According to the International Chamber of Shipping, the maritime industry has increased fourfold in the last four decades. As the complexity of marine trade increases, ports and shipping companies need […]

Lately, companies, in their efforts to engage in real-time decision-making by exploiting big data, have been inclined to find a suitable architecture for this data as quickly as possible. With […]

A data fabric is an innovative system designed to seamlessly integrate and organize data from multiple sources, making it easily accessible, usable, and shareable. Think of it as a connected […]

Data is being generated from various sources, including electronic devices, machines, and social media, across all industries. However, unless it is processed and stored effectively, it holds little value. A […]

An Apache Kafka outage occurs when a Kafka cluster or some of its components fail, resulting in interruption or degradation of service. Kafka is designed to handle high-throughput, fault-tolerant data […]