PRODUCT DOCUMENT
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Introduction to Foresight Foresight is the evolution to a next-generation OSS platform. It is a network intelligence platform with predictive analytics and visualization that provides users a single point of access to coverage and capacity related information which helps to develop deep understanding of network, gain operational insights and enhance performance. Thus, the platform ensures an efficient, reliable and profitable network for overall greater customer experience. The Foresight platform offers a fully-developed infrastructure sized to handle massive data volumes and transactions, allowing CSPs to handle the continuous growth in data due to increased bandwidth speeds, mobile devices, sensors etc., thus, providing ease of scalability.
Product Context Multi-technology, multi-vendor, and multi-layer networks are not only complex to design and manage but also require a special skill set. The telecom industry is already witnessing increased competition, growth in data demand and decreased ARPU.
Foresight is a consolidated intelligence platform that detects network loopholes before they unfold into larger operational issues and bottlenecks. It acts as a single screen, single login and single point of access for all network elements. It offers a fully open-source platform to handle massive data volumes and transactions, allowing telecom operators to handle the continuous growth in both network complexities and customers. With this multi-functional platform, operators are capable of handling even the most complicated multi-domain, multi-vendor, and multi-technology communication systems.
Foresight platform provides an end-to-end network lifecycle management from planning, managing, and optimizing to upgrading networks. It co-relates prediction data with actual user measured data, user experience, performance counters/events, configuration changes, and alarms, thereby enabling network teams with insights and actual RCA. CSPs can develop deep understanding of network, gain operational insights, optimize the existing systems and enhance overall network performance.
Product Capabilities
Analytics Capabilities: Foresight provides analytical capabilities according to the business needs to offer great user experience, which includes Customer experience analytics, Competitive Analytics, Social Network Analytics, Traffic Analytics, and Advanced Analytics in real-time to transform the data into real-world intelligence.
Consolidated Intelligence Platform: Foresight is a comprehensive and rich analytics platform which leverages data from multiple sources to create valuable insights to different user groups based on real-time and predictive analytics. It provides distributed processing, meaning that it can be spread across processing units for scalability and performance.
Closed Loop Automation: Foresight maximizes network efficiency and minimizes unexpected costs by integrating Closed Loop Automation process. The platform not only highlights the concerns but also recommend and implement optimization algorithms with Work orders. By using this process, network operators can gain closed-loop control over their network and consider appropriate action at first.
End-To-End Provisioning, Monitoring & Control: Being integrated with each network element, exact path of the packet or data flow can be traced, monitored and optimized. Foresight allows seamless
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integration of the historical data and existing and emerging systems into modern technologies encompassing real-time administration, provisioning, maintenance, and monitoring delivering tremendous operational and financial benefits.
Efficient, Reliable & Profitable Network: Foresight provides carrier-grade availability feature that accommodates the most intense networking data, which is useful for the service providers to build network architecture. It supports low-latency, automation, configuration, and management to increase scalability, availability, and cost optimization.
Self-Configuration, Self-Optimization & Self-Healing: Foresight provides the opportunity to automate network asset planning, configuration, and optimization. Service providers gain a substantial reduction in the cost and enhancement of network efficiency. Continuous network monitoring with fault management identifies and troubleshoots sleeping cells or non-performing cells as part of Self-heading concept.
Scope Considerations Foresight comprises various modules that provide solutions for the challenges and problems being faced by the communication service providers:
Capacity Management
Displays highly utilized or critically congested cells information on the basis of Average DL PRB Utilization, RRC Connected Users, IP Throughput etc. criterions & historical consistency
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Availability of dashboard/report based on variety of parameter combination and available for different geography & frequency bands
Capacity polygons classifying regions with capacity congestion with distinct coloring for quick visual identifications
Color-coded layer visualization of low, high and medium utilization levels with downloadable report options
Capacity forecasting to predict the capacity of nodes on the basis of previous trend or available data
Performance Management
KPI editor provides the ability to create KPIs based on counter categories and applying aggregation rules using drag and drop functionality
Formulae editor to perform arithmetic, logical, combine multiple KPIs and multi-day consistency operations to generate new KPIs
On demand report generation based on domain, node & duration/span
Comprehensive report builder repository to view and download geography-wise performance reports
Automatic decongestion report based on algorithms to propose potential solution for highly utilized cells and closing it with pre-post KPI comparisons
Intuitive network performance dashboard represents network-related parameters including speed, coverage, KQI(key quality indicator), traffic, utilization and VoLTE
Graphical representation of performance KPI's such as availability, RRC Connected, PRB Utilization, Call Drop and latency data
Configuration Management
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Centralized configuration of multi-vendor, multi-technology, and multi-version networks
Graphical representation of Golden, General, Antenna parameters & Electrical Tilt changes counts at different geography
Define thresholds for parameters against which network is audited, configure KPI thresholds against which performance impact can be gauged
Network tree drill down allows user to see detailed information from technology level to site level
Automated work order process that generates the work order against each non-compliant parameter to change it to compliant parameter
Work order based remediation of configuration compliance issues as well as parameter optimization using workflow methodology
Administrative interface to manage the parameters, their valid values/ranges, golden configuration and commands to make the changes
Fault Management
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Outage detection through real-time network monitoring
Issue identification by data traps, events and alert analysis
Incident management to identify faults for performance enhancement
Reports are generated on the basis of History, Outage Summary, & Network availability report
Self-correlation, count-based masking correlation, alarm block correlation, and impact setting correlation
Reports repository – active alarms with aging, alarm history, outage summary, recurring alarm and network availability
Intuitive alarm & network availability reports, & alarms categorization for remediation
Real-time visualization and tracking of alarms for different network elements
BPM & Workflow Management
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Enable closed loop automation from problem identification, providing recommendations, going through approval chain, applying suggestions and post-performance monitoring
Provides drag & drop toolkit for defining custom business process or workflow definitions
Executes the custom designed workflows and get procedural work completed with full tracking
Bring accountability and assignment to specific work groups during the flow with associated work order module
Internally operate various organizational procedures and systems using pre-built connector framework
Achieve notifications, automated assignments, service invocations, integrate human activity, rule/script based decisions etc. as process orchestration
Automate SOPs and other organizational procedures based on hierarchy, team and geographical user roles
Tracking and monitoring of work orders framework
Big Data Cycle Management
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An enabling framework to manage the end-to-end data life cycle for network information
Intuitive web-based designer to create data flow using pre-defined connectors
Ingest & Prepare visual components to plan for connecting to data sources, connect on relevant protocol with security, validate data & transformations
Job creation and streaming flow creation
Database connections creation for process flow configuration
SQL based data processing with filter and aggregation nodes
Geographical data processing with utility function library integration
Centralized configuration for process flow design and data processing
Highly configurable and secure implementation for safe data flow
Coverage Layers
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Ability to express KPI & coverage data as planned prediction plots, measured/ observed and smoothened estimates
Supports GIS map-based visualization of predicted data for planned and on-air sites including best server plots
Allows reference to various KPIs viz. signal strength, signal to noise ratio, DL throughput, etc.
Provides analysis based on band/ frequency wise data and as a consolidated/ combined version
Displays KPI views based on custom range definitions or user-defined legends with ability to filter
Views KPI statistics at various geography levels with custom geography definitions classified on frequency bands
Facilitates analysis of KPI based on user viewport and custom defined polygon
Views KPIs based on height used for buildings in urban areas for 3D floor wise predictions
Shows classification of data as indoor vs. outdoor based on algorithms
Allows visualization of competitor coverage alongside company data using benchmarking data
Customer Care
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Extracts customer unique identifier (IMSI) and represent relevant customer statistics based on probe data
Real-time tracking of customer’s location by sending notification to NetVelocity application, installed on customer's device
Ability to capture various network KPIs (Coverage/Quality) on Customer device and visualize on Customer executives screen
Empowering customer service executives to check congestion, coverage, outage sites and coverage holes around the user’s location
Network and connectivity complaint tickets generation with central ticketing system
Ability to send mobile application installation SMS to user if not already installed
Enables users to share the call drop, coverage maps, site related issues and general area & devices related statistics with CSRs to effectively respond
Muting Analysis
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Analysis of KPIs for muted call corresponding to the IMEI and IMSI based on EMS data
Identification of muted calls due to backhaul issues using correlation of EMS data and Twamp SLA outage data
Analysis of MOS distribution of muted calls and fault on its neighbor sites during calls
TWAMP based SLA compliance for latency, packet loss, and jitter KPIs
Monitoring of violated and non-violated sites
Muting device dashboard provides analysis of cell wise aggregated KPI
Categorization of actionable cells nto Backhaul actionable Cells, RF actionable Cells etc. based on pre computed KPIs
Analysis of devices having high muted call rate
KPI performance analysis
Minute level graph visualization
Network Topology
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Representation of RAN Sites (Macro, Small Cells, Wi-Fi etc.) with geographical aggregation and drill down to specific zoom levels
Logical representation of connectivity of the sites to backbone nodes on the map
Visualization of topology connectivity from site to backhaul with historical node and link performance trends
End-to-end topology visualization at different zoom level and with different routers
Visualization of impacted nodes and links due to any fault over nodes
Trial Management
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Work order creation with all-inclusive detail
Gives users the ability to set and revert site CM parameter value on trial basis
Consistent approval process at various levels
KPI performance tracking after CM parameter changes
Perform multiple trial, revert parameter values after trial period
Comprehensive view of trial work order status
Track impact using performance KPIs
Data can be changed and can also be aggregated
RAN performance chart view
Performance graph report
Site Visualizations
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Displays site life cycle summary classified across geography, frequency bands, status, etc.
Views parameters and statistics associated with sites e.g. configuration parameters, RF/RAN info, sector properties, etc.
Provides GIS, tabular and graphical analysis and statistics of site classification and associated trends in roll-outs
Ability for visualization of varied site types such as macro, small cells, DAS, Wi-Fi, etc. along with planned/on-air status
Acts as a singular place to access site information such as performance KPIs, alarms, neighbor handovers, capacity, topology, etc.
Furnishes PCI conflicts analysis across site categories, with geographical area presented in visual and downloadable tabular formats
Supports RF analysis reporting for indoor and outdoor small cell planning based on utilization and building related morphology, and measured geo-located probe data
Identification of nearest and facing neighboring sites through Auto Cell Range Algorithm
Dashboard view to show various KPIs which are Revenue, Activation, Utilization, CES and Network Availability
Business Intelligence
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Intuitive drag-and-drop report interface
Canned reports scheduling & analytics
Inherent security framework
Grouping and aggregation with chart visualizations
Design dashboards with pre-built templates & widgets
Reports styling & formatting with pre-built components
Report template creation and custom report generation
Customer Network Based Analytics
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Displays call drop analysis with statistics for dominant cell, dropping cell and CQI captured in the region
Provides throughput analysis for High Speed Internet (HSI) sessions on the basis of geography and frequency bands
Supports channel quality indicator and coverage analysis to analyze signal strength for VoLTE and HIS, based on indoor and outdoor samples
Offers customer complaint analytics based on complaint category, status, and valid/ outage classification, across geography levels
Supports IMSI based analytics detailing HSI, call sessions, drops, coverage, throughput, etc. across frequency bands
Views analytical dashboard covering KPIs for HSI traffic, network availability, muted call, etc. with daily variations and relevant comparisons for analysis
Boundaries and Morphology Management
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Displays visualization of boundaries for geographies – zones, circles, state, cities, towns, clusters, buildings and points of interest
Supports visualization based on population density – dense urban, urban, sub urban, industrial, rural, water body, dense vegetation, etc.
Offers TAC-TAL auditing and shows various discrepancies with downloadable reports
Furnishes network boundary based reports showing site/ network resources utilization and key statistics summary
Provides reports and summary computations based on boundary information like minimum regulatory coverage in rural areas
Aggregated counts of On Air sites, Planned Sites and discrepancies are visible to the user in TAC Audit
Discrepancy percentage is calculated on the basis of previous and current values of discrepancy
Coverage Hole Identification and Remediation
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Region/cluster wise coverage holes visualization
Visualization of Candidate Cells and Coverage Hole information, Priority factors like Area, Bad Coverage, Morphology, User density etc.
Visualization of candidate cell coverage in the form of Bins and best server plot
Track the improvement of Coverage Holes based on Pre optimized & Post optimized Smart Network Coverage
On-demand Coverage hole visualization and report creation
Polygons report & coverage hole mitigation work order report
Coverage Hole Unified Improvement Analysis Report with improvement tracking and Pre-Post coverage comparison
Ability to download the report at different Geography levels
Workflow based work order mechanism to track improvement of priority coverage holes including retention of previous Identifiers to effective tracking
Data Integrity, Operations and Monitoring Framework
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Comprehensive user management facilitating users to create and manage multiple users on the basis of roles and team
Data integrity framework based on Audit, Balance & Control (ABC) paradigm giving assurances of overall analysis while pin-pointing data issues
Dashboard to Monitor Application server and standalone tools for various KPIs like Memory, CPU utilization etc. pertaining to performance and optimization
Algorithm planning to define threshold values for defined fields of all available algorithms
Dashboard showcases overall packages, services, rules and controls actions count
Overshooter & Interference Management
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Identification of good coverage distance and cells giving more coverage based on Algorithms like Island, Continuous & Self-Interferer
Automated cell range calculation based on neighboring cells
Reduction of bad coverage of cells based on Over shooters Cells Remedy Algorithm using antenna parameters recommendations
Over shooters & KPI charts reflecting Timing Alignment Distribution, CQI Distribution, DL scheduled MCS, UL Scheduled MCS & RSRP VS SINR
Effectively ascertain removal of over shooters and understand any side effects with pre & post-remediation data & KPI representation
Common Tools
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Complete personalization of default module, pagination, time zone etc.
Update data visualization type in different formats like bubble, bin, etc. for different layers
Legends and ranges customization for various layers and KPIs
Layer customization for various modules
Representation of plotted layer legends on the map
Data layer filtration through slider filter works with legends
Measuring tool, snapshot tool, favorite tool, pan tool, zoom tool, draw boundary tool and create polygon option
KPI summary panel
Ability to send feedback with screenshot directly from the application
Perform search operation on the map
Ability to enable relevant feature based on user query
Visualization of aggregated data based on geography and layer selection
Regulatory & Internal Compliance
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Single and bulk work order creation to collect the specific KPIs in a pre-defined time limit from the targeted device using NetVelocity application
Real-time work order progress status
Import Call plan with details Geography, Min Max Download Speed, Call Plan number, Description & Date Range
Wireless data report, quarterly report, excluded and non-excluded report, user information report, and term cell report
Automated capturing of coverage and throughput KPIs on various distribution centers and ensuring minimum internal KPIs fulfillment
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Foresight Business Benefits SCALABILITY | BUSINESS INTELLIGENCE | DATA VISUALIZATION | PREDICTIVE ANALYTICS
Data platform with analytics focuses on harnessing data with rich analytics tools.
Single Platform Design/Plan, Monitor and Optimize network
Rapid development with reusable modules
Intelligent Near Real time processing along with batch processing
Integrate data from disparate &multiple sources into the right action at the right time
Scalable solution with consistent high performance
Structured and unstructured data processing while managing both static and dynamic data
Event triggering for workflow automation
High quality data visualization output