XiNOS Big Data Analytics

Multi-network Blended Data Warehouse

Wave-In developed XiNOS to enable real-time network management, substantially increasing operator’s management efficiency.

Actionable Insight at Your Fingertips.

Our in-house developed big data processing platform, XiNOS, has been deployed in the networks of various telecom operators, improving the operational efficiency of telecom network management.

Key Features

Data Catalogue & Orchestration

Easy access to business metrics with data catalogue (user portal), and orchestrate streaming system based on meta data repository for data abstraction.

Machine Learning

Apply Machine Learning (ML) on targeted KPIs to identify local and global anomalies and explore new opportunities, creating recommendation of actionable insights.

KPI Anomaly Detection

Optimize network performance by visualizing KPIs through correlation analysis dashboard, root cause identification and gain insights uncovered from data analytics.

Solution Highlights

From multiple sources of your mobile network, XiNOS fuses the data into meaningful insights to support your business and operational decisions.

  • Enabling real-time streaming data analytics: real-time data ingestion, KPI dashboarding, KPI anomaly detection, action powered by AI/ML.

  • High speed data I/O and blending

  • Scalability; data warehousing to analyze historical data
  • Equipment providers: Nokia, Ericsson, Huawei, ZTE
  • Network Function Virtualization (NFV): Affirmed Networks
  • Heterogeneous data types
  • OSS PM/CM/FM data 
  • Probe xDR and MR (cell-trace) data
  • Crowd-sourcing data (SPEEDTEST)
  • GIS data
  • Mobile network standards
  • 2G, 3G, LTE, 5G

Interface Sample


Wave-In’s XiNOS is a proven solution that is deployed in multiple sites for mobile operators and organizations running private networks. Multiple business entities can subscribe the streaming data orchestrated by XiNOS for various business application.