Understanding Switches: Types, Architecture, and Market Trends

This article provides a comprehensive overview of Ethernet switches, covering their definition, multiple classification dimensions, typical deployment scenarios in campus, enterprise, and data‑center environments, component composition, the shift from black‑box to white‑box solutions, and the key market drivers and challenges shaping the industry.

Data centerLeaf-SpineSwitches

0 likes · 12 min read

Understanding Switches: Types, Architecture, and Market Trends

Architects' Tech Alliance

Nov 8, 2023 · Product Management

Global Switch Market Size, Competitive Landscape, and Technology Trends (2023)

The article analyzes the 2022‑2027 global and Chinese network switch market sizes, outlines the competitive landscape dominated by Cisco and domestic players, and examines emerging technology trends such as lossless data‑center solutions, white‑box switches, silicon‑photonic optics, liquid‑cooling, TSN, and the coexistence of Ethernet and InfiniBand switches.

RDMAWhite-boxliquid cooling

0 likes · 10 min read

Global Switch Market Size, Competitive Landscape, and Technology Trends (2023)

Alibaba Cloud Infrastructure

Sep 21, 2022 · Fundamentals

Alibaba Cloud Presents Two ECOC 2022 Papers on SONiC‑Based White‑Box Optical Network OS and Flexible‑Grid Spectrum Optimization

Alibaba Cloud's infrastructure network team showcased two ECOC 2022 papers describing a pioneering SONiC‑based white‑box optical transport operating system and a hitless flexible‑grid spectrum‑fragment optimization method, highlighting open‑source advances, energy‑saving potential, and ongoing collaboration with the research community.

Data centerECOCFlexible Grid

0 likes · 6 min read

Alibaba Cloud Presents Two ECOC 2022 Papers on SONiC‑Based White‑Box Optical Network OS and Flexible‑Grid Spectrum Optimization

Efficient Ops

Jun 23, 2021 · Operations

Agent vs Network Data: Choosing the Right Cloud Performance Monitoring Approach

This article compares agent‑based and network‑data approaches to cloud‑native application performance monitoring, discussing their architectures, advantages, challenges, and how combining white‑box and black‑box techniques can improve fault detection, scalability, and operational efficiency in complex cloud environments.

AgentOperationsWhite-box

0 likes · 10 min read

Agent vs Network Data: Choosing the Right Cloud Performance Monitoring Approach

ITPUB

Jan 31, 2019 · Operations

Master Monitoring: Collect Metrics for New Systems Using White‑Box Techniques & the Four Golden SRE Indicators

This article explains how to approach monitoring for a newly introduced system by focusing on white‑box metric collection, distinguishing basic and business metrics, outlining common collection methods, and detailing Google SRE's four golden indicators—error, latency, traffic, and saturation—to guide effective observability.

MetricsObservabilityOperations

0 likes · 10 min read

Master Monitoring: Collect Metrics for New Systems Using White‑Box Techniques & the Four Golden SRE Indicators

JD Tech

Jan 31, 2019 · Operations

Understanding White‑Box and Black‑Box Monitoring: Data Collection Methods and the Four Golden Metrics

This article explains the differences between white‑box and black‑box monitoring, outlines common data‑collection techniques for both basic and business metrics, and details Google SRE’s four golden indicators—error, latency, traffic, and saturation—to help engineers design effective monitoring solutions.

MetricsOperationsSRE

0 likes · 9 min read

Understanding White‑Box and Black‑Box Monitoring: Data Collection Methods and the Four Golden Metrics

JD Tech

Jan 3, 2019 · Operations

Comprehensive Monitoring Strategies for E‑commerce Platforms: Black‑Box and White‑Box Approaches

This article systematically explains how to enhance e‑commerce platform availability by implementing both black‑box monitoring to detect functional failures and white‑box monitoring to pinpoint root causes, detailing core order‑process metrics, common issues, mitigation strategies, and illustrative Grafana dashboards.

GrafanaOperationsSRE

0 likes · 9 min read

Comprehensive Monitoring Strategies for E‑commerce Platforms: Black‑Box and White‑Box Approaches