Jan 28, 2024 · Operations

How We Built Real‑Time SLA Monitoring for Message Push and Doubled Throughput

This article details the end‑to‑end design, node‑level splitting, metric definition, and Spring‑based implementation of SLA monitoring for a high‑volume message‑push system, showing how precise latency and vendor‑stability metrics uncovered bottlenecks, enabled rapid issue detection, and ultimately doubled overall throughput.

Message PushMicroservicesOperations

0 likes · 14 min read

How We Built Real‑Time SLA Monitoring for Message Push and Doubled Throughput

ITPUB

Jun 27, 2022 · Big Data

How Kuaishou Guarantees Real‑Time Data Warehouse Performance at Billion‑Scale Events

This article details Kuaishou's real‑time data warehouse architecture, the business challenges of massive traffic and diverse requirements, and the forward‑ and reverse‑assurance strategies—including lifecycle standards, monitoring, fault‑injection testing, and a Spring Festival case study—that together ensure high stability, low latency, and sub‑0.5% accuracy for billion‑scale streaming workloads.

Fault InjectionFlink streamingKuaishou

0 likes · 22 min read

How Kuaishou Guarantees Real‑Time Data Warehouse Performance at Billion‑Scale Events