Real-time Analytics for Telecommuncications
T-Mobile uses Kinetica for Network Optimization
Working with Kinetica, T-Mobile processed 90 billion spatial object records, turning lat/longs provided by Google into atomic routes which could be used for coverage planning and ROI projections for network/retail build out. Previously, attempting to execute Google Route analysis took several weeks and significant technical churning to map two streets in San Francisco. On the Kinetica database, T-Mobile was able to map all streets in the entire state of California in under an hour!
Market forces combined with the rise of 5G and IoT are driving demand for new analytical solutions that can help telcos accelerate their transformation and better serve the public. Telecommunications organizations are looking to evolve from merely providing the infrastructure for the digital economy to powering it. Competition and consolidation are pressuring telcos to develop new opportunities.
Network Performance Analysis
Dynamically visualize telco analytics and network performance in real-time to increase network capacity at hospitals and in other areas in need. Blend network data with third-party datasets at scale to understand how network performance impacts existing and target users. Dynamically visualize and analyze network performance in real-time instead of running the process in batch, delaying results. Model and visualize factors like home, work, and route coverage to help prioritize network buildout and respond to rapidly evolving needs.
5G SMALL CELL NETWORK PLANNING
We need network capacity now more than ever. Accelerate 5G rollout with interactive network visualization at scale, line-of-sight analysis, and predictive modeling of small cell network coverage to optimize decision-making. Run real-time scenario analyses leveraging RF propagation models to predict the impact of adding or moving 5G cells, consider more deployment configurations, maximize potential, minimize risk and implement 5G network optimization. Apply machine learning predictive analytics to understand network impacts and weaknesses in a population-dense environment.
Case Study: Powering Interactive 5G Network Planning for a Large U.S. Telecommunications Company
ROI-DRIVEN NETWORK PLANNING
Blend large, complex geospatial and network datasets and dynamically visualize it at scale to compare network coverage, existing infrastructure, and plan future investments. Apply predictive analytics models around activation, churn, RF propagation, and network prioritization to improve network planning decisions and scenario analysis for 3G/4G/5G. Project ROI with high accuracy across geographies and gain real-time visibility into the potential impact of infrastructure development on coverage and subscribers. Read our solutions brief to learn more.
COMMERCIAL PLANNING
Build network economics models using datasets previously too large or difficult to process, in order to drive logistics, real estate, and marketing decisions. Analyze network coverage over time and space for on-the-fly B2B decision-making. Blend massive geospatial insights across multiple metric sets to make more targeted B2B investments and more accurately project ROI for new site investments.
Watch Kinetica analyze 14B mobile signal data points in real-time.
REVENUE REPORTING
Accelerate and enhance revenue reporting to gain a continuous view of revenue flows and trends and make more accurate, data-driven decisions around campaigns, infrastructure spending, and more. Visualize revenue data with detailed, interactive dashboards that enable granular analysis of marketing campaigns and more accurately determine their ROI.
Watch this demo to see how Kinetica powers real-time revenue reporting with telco analytics.
IOT-ENABLED APPLICATIONS
Collect and analyze streaming and location data from connected devices in real-time, compare it to historical data, and apply machine learning to understand trends and do PostGIS analysis.. Apply active analytics to 5G initiatives like smart factories and smart cities to improve operations, increase efficiency, and maximize value.
Watch this smart city demo converging streaming, historical, location, and graph analytics to see how Kinetica can help cities to improve public transportation with its geospatial data warehouse.
ADAPTIVE COVERAGE
Leverage real-time and predictive analysis to make informed network coverage decisions at high-demand locations such as hospitals and convention centers. Demonstrate and model how network development decisions change and impact connectivity in dynamic, high-traffic areas. Dynamically view and analyze network activity at high-traffic venues over space and time and adjust infrastructure and resources to meet the need.
Book a Demo!
The best way to appreciate the possibilities that Kinetica brings to high-performance real-time analytics is to see it in action.
Contact us, and we'll give you a tour of Kinetica. We can also help you get started using it with your own data, your own schemas and your own queries.