Distilled DeepSeek R1 Outperforms Llama 3 and GPT-4o in Classifying Error Logs
A benchmark report showing how a distilled version of DeepSeek R1 ranked up to GPT-o4 for processing system error logs. Small models have a bright future ahead of them.
A benchmark report showing how a distilled version of DeepSeek R1 ranked up to GPT-o4 for processing system error logs. Small models have a bright future ahead of them.

📢 We’re heading to Big Data & AI World 2025 in London! On March 12-13, 2025, RELIANOID will be at ExCeL London, joining industry leaders to explore the latest innovations in big data and artificial intelligence. As experts in digital infrastructure and security, we’re excited to showcase how our adv..

Faster Development: Pre-configured environments speed up coding and testing.

Quickly diagnose and resolve system issues with this journalctl cheat sheet—essential commands for filtering, viewing, and analyzing logs.

Learn how to use the Prometheus API, from basic queries to advanced techniques, to monitor and analyze your system metrics effectively.

This article emphasizes the importance of using Key Performance Indicators (KPIs) to effectively manage and improve incident management processes. It details advanced KPIs like Percentage of Incidents Resolved Remotely (PIRR), Recurring Incidents Percentage, Ratio of Incidents to Problems, and Service Level Objectives (SLOs). The article also provides four best practices for implementing incident management KPIs: data standardization and visualization, leveraging predictive analysis and AI, embracing feedback loops and continuous learning, and creating benchmarks with performance assessments.
This blog outlines essential incident response best practices, covering the incident management process from detection to post-incident review. It emphasizes the importance of preparation, clear communication, and continuous improvement for minimizing downtime and ensuring business continuity.
🚀 RELIANOID 8.3.0 is now live! This release takes performance, security, and flexibility to the next level. With TCP Listener & SSL Offload support, our enhanced proxy now handles both encrypted and unencrypted traffic seamlessly. Plus, we’ve introduced multi-service HTTP/S and HTTP/2 support, makin..

High cardinality can overwhelm monitoring systems, leading to slow queries and blind spots. Here’s why it matters and how to handle it effectively.

Unified IT alerting solutions outperform fragmented tools by streamlining incident management from detection to resolution. By consolidating alerting, on-call management, collaboration, and analytics in one AI-powered platform, organizations reduce alert fatigue, improve response times, and cut costs by over 3X. Integration with communication platforms like Slack enhances team coordination, while machine learning capabilities predict issues before they escalate. Companies using unified IT alerting report 93% faster acknowledgment times and significantly improved service reliability.