Real-Time Big Data Analysis

Wave-In XiNOS, a multi-network blended data warehouse, create a real-time network management and AI analysis platform for our clients, substantially increasing operator’s management efficiency.



Big Data Analytics 大數據分析

Wave-In XiNOS

XiNOS, a big data analysis platform based on MPP (Massively Parallel Processing), is deployed by several telecommunication network operators in Taiwan and is a proven carrier-grade tool for operation optimization, network management, and advanced big data analysis.

Real-Time Actionable Insights At Your Fingertips


XiNOS is developed with streaming, geolocation and mixed data sources to create a real-time network management and AI analysis platform. From multiple sources of your mobile network, XiNOS fuses the data into meaningful insights to support your business and operational decisions.

XiNOS 採用串流、地理位置和混合數據,來建立一個即時的網路管理和人工智慧分析平台。從您行動網路的多個來源中,XiNOS 可將數據整合成有意義的洞見,以協助您業務上與營運上的決策。

Easy access to business metrics.

  • 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.

1. 即時串流數據分析:由人工智慧與機器學習,操作即時數據收集、關鍵績效指標面板、KPI 異常檢測…等。
2. 可高速匯入、匯出和整合數據。
3. 倉儲數據可用於分析歷史紀錄,具可擴展性

Orchestrate streaming system based on meta data repository for data abstraction. Orchestration console includes next-generation streaming processing and open-source database like Greenplum, Kafka and more.

此系統之數據抽象化是建基於數據存儲庫。而協調流程控制台包括下一代串流處理和開源數據庫,如同 Greenplum、Kafka 等。

Increasing operation and management efficiency with data visualization and customized dashboards. User Management Dashboard integrated with existing Business Intelligent Tools.


Creating recommendations of actionable insights from automatic KPI anomaly detection, correlation analysis & root cause identification, and DL inference analytics. Identify local and global anomalies and explore new opportunities to optimize network performance.

從自動 KPI 異常檢測、相關性分析和根本原因識別以及深度學習的分析之中,生成可操作的建議。可識別本地和全球異常,並探索各種可能性來優化整體性能。

XiNOS Key Features

Customized Performance Overview

Simply "drag & drop" to create your own monitoring panel and reports - including KPIs and charts - to manage day-to-day network operations.

Aggregation & Drill Down Analysis

Time aggression/object level queries with selected KPIs. Top N highlight and drill down analyses from Table grids, charts and GIS map.

GIS Visualization & Analysis

Visualization analyses of KPIs, parameters, cell neighbor relations, traffic distribution and coverage on map.

Aggregation & Drill Down Analysis

AI algorithm adopted to save your time on troubleshooting and improving network performance.

Grow Your Business Through Data Monetization


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.

我們的 XiNOS 是一個經過驗證的解決方案,已在多個行動業者和私有網路中部署。若您擁有事業體或商業帝國,可以訂閱 XiNOS 來協作數據串流,以滿足各種業務應用。