оцінка продуктивності

The paper presents a new method for optimizing data serialization for inter-service communication in distributed systems, called FlagBag. The proposed method aims to reduce the latency of data transmission between services by implementing an efficient data structure organization and serialization algorithm. The study was conducted using Apache Avro as a baseline format for comparison. Experimental results show that FlagBag reduces the average latency of data transmission between services by 18% compared to unmodified Avro, and the amount of transmitted data is reduced by 15% in some cases.

The conducted study allows us to evaluate the impact of various serialization formats on the performance of inter-service communication, focusing on serialization speed, data bandwidth efficiency, and latency in environments integrating middleware, characteristic of microservice architectures. Through an empirical analysis of a wide range of serialization formats and comparisons with traditional standards, it is demonstrated that the compactness of serialized data formats is more critical for reducing end-to-end latency than serialization speed itself.