The post has been translated automatically. Original language: Russian
Benchmark validation of the first functional version of the MTP Protocol completed
We have completed the benchmarking of the first functional version of the MTP protocol, confirming the practical feasibility of the proposed architecture within a test infrastructure environment.The primary outcome of this benchmark is not any individual quantitative metric, but the validation of the architectural concept itself: we have successfully implemented a system that operates not on physical files, but on the structure of data.
This means the proposed architecture can treat the structural representation of data as an independent object of interaction, with the physical file becoming the result of on-demand materialization of that structure.
In effect, the benchmark marks the transition from research to an engineered, working architecture - ready for the next stage: pilot deployment and industrial validation.
Key characteristics confirmed during the benchmark:
1. Validated the full lifecycle functionality of the structural data representation;
2. Successfully restored data after deletion of the source file, with 100% integrity confirmation;
3. Recorded a mathematical description (SIG) size of approximately 174 KB per 1 GB of data;
4. Demonstrated a structural database volume of ≈75% of the original dataset volume;
5. Achieved an approximate 85% reduction in storage, processing, and network traffic compared to the modeled baseline of traditional infrastructure;
6. Confirmed the Single-Flight mechanism's capacity to serve 100+ concurrent requests through a single actual restoration operation, eliminating redundant computation and I/O operations.All results were recorded using independent telemetry tools (Prometheus, Grafana) alongside the internal MTP Dashboard monitoring system, enabling objective observation of the architecture's behavior and quantitative performance.
Main ConclusionThe central conclusion of this benchmark is that working with the structure of data is a practically implementable engineering model.These results confirm the feasibility of transitioning from traditional file-based architecture to an architecture in which the structural state of data becomes the object of interaction.
We consider this result the completion of the technology's first development stage.
The next stage involves pilot implementations and practical integration into real infrastructure environments.We believe this technological approach may define the future evolution of data storage, transfer, and processing infrastructures.
We have completed the benchmarking of the first functional version of the MTP protocol, confirming the practical feasibility of the proposed architecture within a test infrastructure environment.
The primary outcome of this benchmark is not any individual quantitative metric, but the validation of the architectural concept itself: we have successfully implemented a system that operates not on physical files, but on the structure of data.
This means the proposed architecture can treat the structural representation of data as an independent object of interaction, with the physical file becoming the result of on-demand materialization of that structure.In effect, the benchmark marks the transition from research to an engineered, working architecture - ready for the next stage: pilot deployment and industrial validation.Key characteristics confirmed during the benchmark:
1. Validated the full lifecycle functionality of the structural data representation;
2. Successfully restored data after deletion of the source file, with 100% integrity confirmation;
3. Recorded a mathematical description (SIG) size of approximately 174 KB per 1 GB of data;
4. Demonstrated a structural database volume of ≈75% of the original dataset volume;
5. Achieved an approximate 85% reduction in storage, processing, and network traffic compared to the modeled baseline of traditional infrastructure;
6. Confirmed the Single-Flight mechanism's capacity to serve 100+ concurrent requests through a single actual restoration operation, eliminating redundant computation and I/O operations.All results were recorded using independent telemetry tools (Prometheus, Grafana) alongside the internal MTP Dashboard monitoring system, enabling objective observation of the architecture's behavior and quantitative performance.
Main ConclusionThe central conclusion of this benchmark is that working with the structure of data is a practically implementable engineering model.
These results confirm the feasibility of transitioning from traditional file-based architecture to an architecture in which the structural state of data becomes the object of interaction.
We consider this result the completion of the technology's first development stage. The next stage involves pilot implementations and practical integration into real infrastructure environments.We believe this technological approach may define the future evolution of data storage, transfer, and processing infrastructures.
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