oddur / timestamp-optimization-analysis.md

Last active November 7, 2025 10:26

NemoPostgresAdapter: Persistence Efficiency Optimization - Comprehensive analysis of batching inefficiencies and proposed accumulation strategy

NemoPostgresAdapter: Persistence Efficiency Optimization

Problem Statement

The NemoPostgresAdapter persistence layer is exhibiting multiple inefficiency symptoms that indicate a fundamental batching problem. These issues were identified through:

Performance benchmarking of the persistence layer under various load conditions
PostgreSQL monitoring using pg_stat_statements (query performance statistics)
Database activity analysis using pg_stat_activity (connection and transaction patterns)
CPU profiling during idle and load scenarios

oddur / simtime-multi-instance-architecture.md

Last active October 28, 2025 15:11

SimTime Service Multi-Instance Architecture Plan - Leader-Follower approach for horizontal scaling

SimTime Service Multi-Instance Architecture Plan

Executive Summary

This document outlines a solution to enable the SimTime service to run safely across multiple instances, eliminating the current single point of failure while maintaining time consistency across the distributed system.

ELI5: The Solution in Simple Terms

oddur / grpc-compression-analysis.md

Last active October 12, 2025 20:53

gRPC Message Compression Analysis with Zstandard - Optimal compression level for production servers

Final Dictionary Compression Recommendation

Optimal Dictionary Size: 128 KB ⭐

Test Results Summary

Based on benchmarking 118,449 real gRPC protobuf messages (median 173 bytes):

Dictionary Size	Compression Ratio	Bandwidth Saved	Performance

Oddur Magnusson oddur