Deep Dive: How DeepFlow Collects Business Metrics for Large‑Model Services

This article explains how China Mobile built a hybrid‑cloud production environment for its customer‑service LLM, using eBPF and WebAssembly plugins from DeepFlow to achieve zero‑intrusion observability, automatically capture full‑stack topology, application/network metrics, and key LLM business indicators such as TTFT, TPOT, and token throughput.

DeepFlowGrafanaLLM

0 likes · 19 min read

Deep Dive: How DeepFlow Collects Business Metrics for Large‑Model Services

Linux Code Review Hub

Jan 29, 2024 · Cloud Native

How Minsheng Bank Built eBPF‑Based Observability for Cloud‑Native Services

The article details Minsheng Bank's step‑by‑step journey from traditional network monitoring to a full‑stack, zero‑intrusion observability platform built with DeepFlow, vTap, distributed data collection, and eBPF, illustrating concrete case studies and future plans for expanding business‑level monitoring.

Cloud NativeDeepFlowNetwork Monitoring

0 likes · 18 min read

How Minsheng Bank Built eBPF‑Based Observability for Cloud‑Native Services

Linux Code Review Hub

Jan 18, 2024 · Cloud Native

How to Build Unified Observability for Apache APISIX with DeepFlow

This article walks through deploying Apache APISIX and DeepFlow in a Kubernetes cluster, configuring eBPF‑based AutoTracing and OpenTelemetry integration, enabling Prometheus metrics, accessing logs and continuous profiling, and visualizing unified observability data via Grafana dashboards.

APISIXDeepFlowKubernetes

0 likes · 16 min read

How to Build Unified Observability for Apache APISIX with DeepFlow

Cloud Native Technology Community

Sep 23, 2022 · Cloud Native

What Cloud‑Native Networking Trends Kube‑OVN Reveals and How DeepFlow Enables Full‑Stack Observability

In this technical session, experts from Lingque Cloud and Yunshan Network discuss emerging cloud‑native networking trends through Kube‑OVN, demonstrate DeepFlow's full‑stack observability in Kube‑OVN environments, and answer a wide range of practical Q&A covering IP stability, underlay challenges, CNI support, and performance tuning.

CNICloud Native NetworkingDeepFlow

0 likes · 14 min read

What Cloud‑Native Networking Trends Kube‑OVN Reveals and How DeepFlow Enables Full‑Stack Observability