performance evaluation

Evaluation of Efficiency and Performance of Serialization Formats for Distributed Systems

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.

Impact of Serialization Format on Inter-Service Latency

This study provides an evaluation of the impact of various serialization formats on inter-service communication performance, with a focus on serialization speed, space efficiency, and latency in environments integrating middleware, which are characteristics of microservice architectures. Through an empirical analysis of a wide range of serialization formats and comparison to the traditional standards, it highlights that the compactness of serialized payloads is more critical in reducing end-to-end latency than the sheer speed of serialization itself.

Beyond JSON: Evaluating Serialization Formats for Space-Efficient Communication

Distributed systems rely on efficient inter-service communication, heavily impacted by data transmission costs. This study investigates alternative serialization formats, like Avro and MessagePack, to reduce data size compared to the common JSON format. We utilize a custom model to comprehensively assess the space efficiency of serialization formats across various data types. Our findings demonstrate that adopting alternative formats achieves a median reduction in serialized data exceeding 30 %.

ARCHITECTURAL AND STRUCTURAL ELEMENTS OF BUILDINGS IN 3D PRINTING: DESIGN, MATERIALS, EFFICIENCY (PART ONE - OVERVIEW)

The article provides an analysis of current approaches to 3D printing of buildings. It focuses on three key areas: 1) computer-aided design methods for 3D printing of buildings; 2) manufacturing methods and materials used; 3) methods for evaluating their effectiveness. The section "Design/Development" covers tools and techniques used from the design stage to the production of building elements. The Technology and Materials section looks at opportunities for engineering applications, categorized by material type.

INTERNATIONAL INTEGRAL INDICATORS FOR EVALUATION OF THE EFFICIENCY OF CIVIL SERVANTS IN EU COUNTRIES

This article examines the main generally accepted indicators for assessing certain aspects of public administration, which are used in international practice. The study of these indicators will provide a general description of the quality of the existing system of public administration and the effectiveness and efficiency of its operation, as well as reflect the existing features of socio-political life and economic policy implemented in the country by public (primarily and largely public) government and administration.