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Kx for Telco
Real-time data processing and analytics for
telecommunications
Telecommunications companies face challenges in processing massive data volumes
arising from the multiplicity of devices connected to their networks and the usage
patterns over a number of channels.
Kx helps telecommunications companies and their service providers harness all
of their real-time and historical data for improved operations, enhanced customer
engagement, and sale of new products and services. Kx provides enhanced situational
awareness, service level monitoring and reporting, customer use analysis and product
offers, all operating in real-time.
Kx enables the correlation of data across an entire telecom network, including call
detail records, core network data, radio access network data, user-plane data, and
location service records, at unprecedented speed and scale.
With a rapid application development environment and a real-time complex event
processing engine, vector and parallel validation and estimation algorithms, Kx enables
new processes and analytic applications to be rapidly developed, tested and deployed.
Kx for Telco can be deployed on premises, or in the cloud.
At A Glance
Kx for Telco is an integrated
platforming for ingesting, processing
and analyzing massive amounts of
streaming (real-time) and historical
data from networks, devices, and
other data sources, to support
operations, service level management,
state and performance propagation,
fraud detection, and billing.
The Kx Advantage
•	 One single, integrated platform
for network and customer data
analytics not a collection of
incompatible tools and loosely
coupled projects
•	 Analyzes network data
10s to 100s of times more
quickly than alternatives for
competitive advantage and
lower TCO
•	 Enables real-time state and
performance information
aggregation, propagation,
complex event processing and
alerting
•	 Ingests, validates, estimates,
filters and cleanses streaming,
real-time and batch data,
using vector and parallelized
algorithms
•	 Supports any state, event
type, attribute, message, and
frequency
•	 Scales to support hundreds of
millions of network nodes and
objects, trillions of records,
while maintaining performance
•	 Enterprise features, multi-
tenancy, security, auditing, and
compression
GG Plot: Pattern matching to
identify potential issues
1855 cells plotted by minute (x axis):
•	 subscribers (green)
•	 latency(red)
•	 congestion(yellow)
Visual Inspector
X: Time (24 bins)
Y: Active Subscribers (50 bins)
Color: Congestion (red is more)
Alpha: Latency (darker is more)
Network is most congested
at 2:00 PM and 9:00 PM
Why is there a lot of latency
with few subscribers at these times?
About Kx
Kx has been the software leader for complex analytics on massive-scale streaming
data for over two decades. The Kx technology is an established and trusted
standard for trading, surveillance and research in financial services. Kx has
emerged as the elegant, integrated solution to the analytic needs of the Pharma,
Retail, Utilities and High Tech Manufacturing industries scaling effortlessly to the
data challenges of the Internet of Things.
Kx is a division of First Derivatives plc. Listed on the London Stock Exchange
[FDP:LN] First Derivatives is a specialist software and consulting organization with
a un-interrupted track record of customer success and profitable growth since it
was listed in 2002.
Contact us at sales@kx.com or visit www.kx.comKx® and kdb+ are registered trademarks of Kx Systems, Inc., a subsidiary of First Derivatives plc.
Kx in Action
Visualize and Explore Data
•	 Dashboards for Kx
•	 Analyst for Kx
Control, Deploy & Monitor
•	 Control for Kx
•	 Streams for Kx
•	 Kx for Monitoring
Industry Solutions
•	 Finance
•	 Surveillance
•	 Algo
•	 Flow
•	 Pharma
•	 Utilities
•	 Manufacturing
Head Office
3 Canal Quay,
Newry,
BT35 6BP
N. Ireland
+44 (0)283 025 2242
London
Cannon Green Building,
1 Suffolk Lane,
EC4R 0AY
United Kingdom
+44 (0)207 337 1210
New York
45 Broadway,
NY 10006
USA
+1 (212) 447-6700
Singapore
One Raffles Quay,
North Tower,
#30-03
048583
Singapore
+65 6592 1960
Sydney
22 Pitt Street,
NSW 2000
Australia
+61 (02) 9236 700
Toronto
31 Lakeshore Road East,
Mississauga, On,
L5G 4V5
Canada
+1-289-329-0636
Tokyo
Sanno Park Tower,
2-11-1 Nagata-cho,
Chiyoda-ku,
100-6162
Japan
+81 (0)36 205 3494
Ingestion, Validation and Estimation
Rapidly ingests, validates and estimates raw device and network
data according to business rules to delivery high quality
granular and aggregated data for analytics, operations and
billing.
Supports ingesting data streams and flat files and hundreds of
thousands and millions of records per machine core, enabling
operators to get a consolidated view of their network in
seconds.
Analytics and Actionable Insight
Analyzes and aggregates data from network devices, call
patterns, routing statistics, transaction activity, to propagate
state and performance information, identify non-standard
events, filter noise, and make predictions based on the data
streams.
Extreme Performance and Scalability
Provides the performance you need at any scale, from
thousands to hundreds of millions of network devices and
nodes, with any measurement frequency.
Support thousands of concurrent time series queries involving
trillions of rows of data, and analytic performance that is orders
of magnitude faster than alternatives.
Security and Enterprise Grade
Hardened for the enterprise with reliability, availability and
security built in.
Situational Awareness and Visibility
Improves situational awareness of assets, networks and services
by analyzing, correlating and visualizing data from network
devices, sensors and events in real time, generating alerts and
triggering business process actions.
Makes data and analytics available to authorized users, systems
and customers through mobile, web and APIs on demand.
Applications and Use Cases
Rapidly detects faults and manage service levels using our
complex event processing and real-time analytics.
Detects non-standard and potentially fraudulent use of network
resources by executing pattern matching algorithms against
usage and network event data.
Enables personalized promotions and advertising by combining
subscriber location, usage patterns, demographic, and life
events.
Enables dynamic time-of-use service and on-demand pricing to
stimulate service usage and better utilize network resources by
leveraging our real-time aggregation capabilities.

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Kx for Telco

  • 1. Kx for Telco Real-time data processing and analytics for telecommunications Telecommunications companies face challenges in processing massive data volumes arising from the multiplicity of devices connected to their networks and the usage patterns over a number of channels. Kx helps telecommunications companies and their service providers harness all of their real-time and historical data for improved operations, enhanced customer engagement, and sale of new products and services. Kx provides enhanced situational awareness, service level monitoring and reporting, customer use analysis and product offers, all operating in real-time. Kx enables the correlation of data across an entire telecom network, including call detail records, core network data, radio access network data, user-plane data, and location service records, at unprecedented speed and scale. With a rapid application development environment and a real-time complex event processing engine, vector and parallel validation and estimation algorithms, Kx enables new processes and analytic applications to be rapidly developed, tested and deployed. Kx for Telco can be deployed on premises, or in the cloud. At A Glance Kx for Telco is an integrated platforming for ingesting, processing and analyzing massive amounts of streaming (real-time) and historical data from networks, devices, and other data sources, to support operations, service level management, state and performance propagation, fraud detection, and billing. The Kx Advantage • One single, integrated platform for network and customer data analytics not a collection of incompatible tools and loosely coupled projects • Analyzes network data 10s to 100s of times more quickly than alternatives for competitive advantage and lower TCO • Enables real-time state and performance information aggregation, propagation, complex event processing and alerting • Ingests, validates, estimates, filters and cleanses streaming, real-time and batch data, using vector and parallelized algorithms • Supports any state, event type, attribute, message, and frequency • Scales to support hundreds of millions of network nodes and objects, trillions of records, while maintaining performance • Enterprise features, multi- tenancy, security, auditing, and compression GG Plot: Pattern matching to identify potential issues 1855 cells plotted by minute (x axis): • subscribers (green) • latency(red) • congestion(yellow) Visual Inspector X: Time (24 bins) Y: Active Subscribers (50 bins) Color: Congestion (red is more) Alpha: Latency (darker is more) Network is most congested at 2:00 PM and 9:00 PM Why is there a lot of latency with few subscribers at these times?
  • 2. About Kx Kx has been the software leader for complex analytics on massive-scale streaming data for over two decades. The Kx technology is an established and trusted standard for trading, surveillance and research in financial services. Kx has emerged as the elegant, integrated solution to the analytic needs of the Pharma, Retail, Utilities and High Tech Manufacturing industries scaling effortlessly to the data challenges of the Internet of Things. Kx is a division of First Derivatives plc. Listed on the London Stock Exchange [FDP:LN] First Derivatives is a specialist software and consulting organization with a un-interrupted track record of customer success and profitable growth since it was listed in 2002. Contact us at sales@kx.com or visit www.kx.comKx® and kdb+ are registered trademarks of Kx Systems, Inc., a subsidiary of First Derivatives plc. Kx in Action Visualize and Explore Data • Dashboards for Kx • Analyst for Kx Control, Deploy & Monitor • Control for Kx • Streams for Kx • Kx for Monitoring Industry Solutions • Finance • Surveillance • Algo • Flow • Pharma • Utilities • Manufacturing Head Office 3 Canal Quay, Newry, BT35 6BP N. Ireland +44 (0)283 025 2242 London Cannon Green Building, 1 Suffolk Lane, EC4R 0AY United Kingdom +44 (0)207 337 1210 New York 45 Broadway, NY 10006 USA +1 (212) 447-6700 Singapore One Raffles Quay, North Tower, #30-03 048583 Singapore +65 6592 1960 Sydney 22 Pitt Street, NSW 2000 Australia +61 (02) 9236 700 Toronto 31 Lakeshore Road East, Mississauga, On, L5G 4V5 Canada +1-289-329-0636 Tokyo Sanno Park Tower, 2-11-1 Nagata-cho, Chiyoda-ku, 100-6162 Japan +81 (0)36 205 3494 Ingestion, Validation and Estimation Rapidly ingests, validates and estimates raw device and network data according to business rules to delivery high quality granular and aggregated data for analytics, operations and billing. Supports ingesting data streams and flat files and hundreds of thousands and millions of records per machine core, enabling operators to get a consolidated view of their network in seconds. Analytics and Actionable Insight Analyzes and aggregates data from network devices, call patterns, routing statistics, transaction activity, to propagate state and performance information, identify non-standard events, filter noise, and make predictions based on the data streams. Extreme Performance and Scalability Provides the performance you need at any scale, from thousands to hundreds of millions of network devices and nodes, with any measurement frequency. Support thousands of concurrent time series queries involving trillions of rows of data, and analytic performance that is orders of magnitude faster than alternatives. Security and Enterprise Grade Hardened for the enterprise with reliability, availability and security built in. Situational Awareness and Visibility Improves situational awareness of assets, networks and services by analyzing, correlating and visualizing data from network devices, sensors and events in real time, generating alerts and triggering business process actions. Makes data and analytics available to authorized users, systems and customers through mobile, web and APIs on demand. Applications and Use Cases Rapidly detects faults and manage service levels using our complex event processing and real-time analytics. Detects non-standard and potentially fraudulent use of network resources by executing pattern matching algorithms against usage and network event data. Enables personalized promotions and advertising by combining subscriber location, usage patterns, demographic, and life events. Enables dynamic time-of-use service and on-demand pricing to stimulate service usage and better utilize network resources by leveraging our real-time aggregation capabilities.