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ABOUT GUAVUS
Guavus, a Thales company. Guavus has been acquired in 2017 by Thales. Thales is a global high technology leader investing in digital and “deep tech” innovations – connectivity, big data, artificial intelligence, cybersecurity and quantum technology – to build a future we can all trust. The company provides solutions, services and 5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
OPS-IQ - AUGMENTED OPERATIONAL INTELLIGENCE FOR CSP TEAMS Ops-IQ addresses Communications Service Providers (CSPs) network and service issues through real-time ML-based operational analytics, topology-independent root issue analysis, fault correlation, fix recommendation, incident prediction and automatic trouble ticket generation.Designed for Network, Service, Field & Customer Care teams, Ops-IQ achieves the self-healing network paradigm, preventing THALES COMPLETES THE ACQUISITION OF GUAVUS, ONE OF THE Thales (Euronext Paris: HO) announces today the closing of the acquisition of US company Guavus, a pioneer in real-time Big Data analytics. Guavus is perfectly suited to help Thales address the growing needs of an increasingly connected global ecosystem. NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
ARTIFICIAL INTELLIGENCE VS. MACHINE LEARNING VS. DATA Artificial intelligence (AI), machine learning (ML) and data mining have been hot topics in today’s industry news with many companies and universities striving to improve both our work and personal lives through the use of these technologies. DATA SCIENTIST INTERN Apply now. Guavus, a Thales company, is seeking a Data Scientist Intern. This is an exciting, technical role based in our Montreal office. It is focused on enabling our customers to create real, practical value through advanced analytics on their streaming data. Our customers – primarily large telecom service providers – useGuavus
BIG DATA CAPACITY PLANNING: ACHIEVING THE RIGHT SIZE OF Big Data Capacity Planning: Achieving the Right Size of the Hadoop Cluster. by Nitin Jain, Program Manager, Guavus, Inc. As the data analytics field is maturing, the amount of data generated is growing rapidly and so is its use by businesses. This increase in data helps improve data analytics and the result is a continuous circle of dataand
USE GUAVUS REAL TIME BIG DATA ANALYTICS TO TRANSFORM YOURTECHNOLOGYSUPPORTCONTACTGUAVUS-IQNETWORK FAULT ANALYTICSSERVICE EXPERIENCE ANALYTICS Cable Operator saves over $70M in OPEX in first year. Mobile Operator increases conversion rate 7x. Triple Play Operator decreases avoidable truck rolls by 6%. What we do. Drive more value from your data using AI and Advanced Analytics. Collect data at scale. Enrich & fuse in real time. Leverage AI based analytics.ABOUT GUAVUS
Guavus, a Thales company. Guavus has been acquired in 2017 by Thales. Thales is a global high technology leader investing in digital and “deep tech” innovations – connectivity, big data, artificial intelligence, cybersecurity and quantum technology – to build a future we can all trust. The company provides solutions, services and 5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
OPS-IQ - AUGMENTED OPERATIONAL INTELLIGENCE FOR CSP TEAMS Ops-IQ addresses Communications Service Providers (CSPs) network and service issues through real-time ML-based operational analytics, topology-independent root issue analysis, fault correlation, fix recommendation, incident prediction and automatic trouble ticket generation.Designed for Network, Service, Field & Customer Care teams, Ops-IQ achieves the self-healing network paradigm, preventing THALES COMPLETES THE ACQUISITION OF GUAVUS, ONE OF THE Thales (Euronext Paris: HO) announces today the closing of the acquisition of US company Guavus, a pioneer in real-time Big Data analytics. Guavus is perfectly suited to help Thales address the growing needs of an increasingly connected global ecosystem. NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
ARTIFICIAL INTELLIGENCE VS. MACHINE LEARNING VS. DATA Artificial intelligence (AI), machine learning (ML) and data mining have been hot topics in today’s industry news with many companies and universities striving to improve both our work and personal lives through the use of these technologies. DATA SCIENTIST INTERN Apply now. Guavus, a Thales company, is seeking a Data Scientist Intern. This is an exciting, technical role based in our Montreal office. It is focused on enabling our customers to create real, practical value through advanced analytics on their streaming data. Our customers – primarily large telecom service providers – useGuavus
BIG DATA CAPACITY PLANNING: ACHIEVING THE RIGHT SIZE OF Big Data Capacity Planning: Achieving the Right Size of the Hadoop Cluster. by Nitin Jain, Program Manager, Guavus, Inc. As the data analytics field is maturing, the amount of data generated is growing rapidly and so is its use by businesses. This increase in data helps improve data analytics and the result is a continuous circle of dataand
TECHNOLOGY OVERVIEW
Technology – An Overview. Small-Footprint, Open, Extensible & Scalable. AI/ML-based Analytics for CSPs. Guavus- IQ AI/ML-based Analytics and Automation solutions offer carrier-grade performance, scalability, reliability, and resiliency for Communication Service Providers (CSPs). Our GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
NWDAF USE CASES
The Network Data Analytics Function (NWDAF) is defined by the 3GPP as a standard for using network data analytics in the 5G Core to drive network automation and service orchestration.GUAVUS PARTNERS
The Guavus Partner Opportunity. The Guavus Partners program enables you to innovate, develop new technologies and offer clients cutting-edge big data analytics products and services in the Service Providers, Enterprise, and Government markets. Our expertise in deep analytics, artificial intelligence, and machine learning applicationsdelivers
HOW DO YOU STANDARDIZE 5G NETWORK AUTOMATION? In previous posts, I described the need for machine intelligence to drive closed-loop automation in complex 5G networks and why the 3GPP has defined a new standard – the Network Data Analytics Function (NWDAF) – which runs in the 5G Core and continuously analyzes network data, generating the critical real-time operational intelligence that is used to automate service orchestration NETWORK & SERVICE OPERATIONS Network & Service Operations. Improve Operational Efficiency for Better Customer Experience (CX) & Lower OPEX with AI/ML-driven Operational Analytics. Guavus solutions use advanced algorithms and scoring techniques, based on artificial intelligence (AI) and machine learning (ML), to dramatically reduce the mean-time-to-acknowledge,diagnose and
5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? Voluminous technical standards are the defining characteristic of the telecom industry. Communications system standards are effectively an industry tax that service providers and their suppliers pay to ensure that different players are able to successfully build and operate a global telecommunications network that allows billions of people to communicate instantly with just about OPS-IQ - AUGMENTED OPERATIONAL INTELLIGENCE FOR CSP TEAMS Ops-IQ addresses Communications Service Providers (CSPs) network and service issues through real-time ML-based operational analytics, topology-independent root issue analysis, fault correlation, fix recommendation, incident prediction and automatic trouble ticket generation.Designed for Network, Service, Field & Customer Care teams, Ops-IQ achieves the self-healing network paradigm, preventing THALES COMPLETES THE ACQUISITION OF GUAVUS, ONE OF THE Thales (Euronext Paris: HO) announces today the closing of the acquisition of US company Guavus, a pioneer in real-time Big Data analytics. Guavus is perfectly suited to help Thales address the growing needs of an increasingly connected global ecosystem. BOOK A DISCOVERY CALL WITH GUAVUS Please fill out the appointment form and one of our experts will be in touch. Lead Origin. Partner. Type*. Please Select Communications Service Provider (CSP) Mobile Network Operator (MNO) Multiple Systems / Cable Operator (MSO) Analyst Media Solutions partner USE GUAVUS REAL TIME BIG DATA ANALYTICS TO TRANSFORM YOURTECHNOLOGYSUPPORTCONTACTGUAVUS-IQNETWORK FAULT ANALYTICSSERVICE EXPERIENCE ANALYTICS Cable Operator saves over $70M in OPEX in first year. Mobile Operator increases conversion rate 7x. Triple Play Operator decreases avoidable truck rolls by 6%. What we do. Drive more value from your data using AI and Advanced Analytics. Collect data at scale. Enrich & fuse in real time. Leverage AI based analytics.ABOUT GUAVUS
Guavus, a Thales company. Guavus has been acquired in 2017 by Thales. Thales is a global high technology leader investing in digital and “deep tech” innovations – connectivity, big data, artificial intelligence, cybersecurity and quantum technology – to build a future we can all trust. The company provides solutions, services and 5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
OPS-IQ - AUGMENTED OPERATIONAL INTELLIGENCE FOR CSP TEAMS Ops-IQ addresses Communications Service Providers (CSPs) network and service issues through real-time ML-based operational analytics, topology-independent root issue analysis, fault correlation, fix recommendation, incident prediction and automatic trouble ticket generation.Designed for Network, Service, Field & Customer Care teams, Ops-IQ achieves the self-healing network paradigm, preventing THALES COMPLETES THE ACQUISITION OF GUAVUS, ONE OF THE Thales (Euronext Paris: HO) announces today the closing of the acquisition of US company Guavus, a pioneer in real-time Big Data analytics. Guavus is perfectly suited to help Thales address the growing needs of an increasingly connected global ecosystem. NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
ARTIFICIAL INTELLIGENCE VS. MACHINE LEARNING VS. DATA Artificial intelligence (AI), machine learning (ML) and data mining have been hot topics in today’s industry news with many companies and universities striving to improve both our work and personal lives through the use of these technologies. DATA SCIENTIST INTERN Apply now. Guavus, a Thales company, is seeking a Data Scientist Intern. This is an exciting, technical role based in our Montreal office. It is focused on enabling our customers to create real, practical value through advanced analytics on their streaming data. Our customers – primarily large telecom service providers – useGuavus
BIG DATA CAPACITY PLANNING: ACHIEVING THE RIGHT SIZE OF Big Data Capacity Planning: Achieving the Right Size of the Hadoop Cluster. by Nitin Jain, Program Manager, Guavus, Inc. As the data analytics field is maturing, the amount of data generated is growing rapidly and so is its use by businesses. This increase in data helps improve data analytics and the result is a continuous circle of dataand
USE GUAVUS REAL TIME BIG DATA ANALYTICS TO TRANSFORM YOURTECHNOLOGYSUPPORTCONTACTGUAVUS-IQNETWORK FAULT ANALYTICSSERVICE EXPERIENCE ANALYTICS Cable Operator saves over $70M in OPEX in first year. Mobile Operator increases conversion rate 7x. Triple Play Operator decreases avoidable truck rolls by 6%. What we do. Drive more value from your data using AI and Advanced Analytics. Collect data at scale. Enrich & fuse in real time. Leverage AI based analytics.ABOUT GUAVUS
Guavus, a Thales company. Guavus has been acquired in 2017 by Thales. Thales is a global high technology leader investing in digital and “deep tech” innovations – connectivity, big data, artificial intelligence, cybersecurity and quantum technology – to build a future we can all trust. The company provides solutions, services and 5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
OPS-IQ - AUGMENTED OPERATIONAL INTELLIGENCE FOR CSP TEAMS Ops-IQ addresses Communications Service Providers (CSPs) network and service issues through real-time ML-based operational analytics, topology-independent root issue analysis, fault correlation, fix recommendation, incident prediction and automatic trouble ticket generation.Designed for Network, Service, Field & Customer Care teams, Ops-IQ achieves the self-healing network paradigm, preventing THALES COMPLETES THE ACQUISITION OF GUAVUS, ONE OF THE Thales (Euronext Paris: HO) announces today the closing of the acquisition of US company Guavus, a pioneer in real-time Big Data analytics. Guavus is perfectly suited to help Thales address the growing needs of an increasingly connected global ecosystem. NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
ARTIFICIAL INTELLIGENCE VS. MACHINE LEARNING VS. DATA Artificial intelligence (AI), machine learning (ML) and data mining have been hot topics in today’s industry news with many companies and universities striving to improve both our work and personal lives through the use of these technologies. DATA SCIENTIST INTERN Apply now. Guavus, a Thales company, is seeking a Data Scientist Intern. This is an exciting, technical role based in our Montreal office. It is focused on enabling our customers to create real, practical value through advanced analytics on their streaming data. Our customers – primarily large telecom service providers – useGuavus
BIG DATA CAPACITY PLANNING: ACHIEVING THE RIGHT SIZE OF Big Data Capacity Planning: Achieving the Right Size of the Hadoop Cluster. by Nitin Jain, Program Manager, Guavus, Inc. As the data analytics field is maturing, the amount of data generated is growing rapidly and so is its use by businesses. This increase in data helps improve data analytics and the result is a continuous circle of dataand
TECHNOLOGY OVERVIEW
Technology – An Overview. Small-Footprint, Open, Extensible & Scalable. AI/ML-based Analytics for CSPs. Guavus- IQ AI/ML-based Analytics and Automation solutions offer carrier-grade performance, scalability, reliability, and resiliency for Communication Service Providers (CSPs). Our GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
NWDAF USE CASES
The Network Data Analytics Function (NWDAF) is defined by the 3GPP as a standard for using network data analytics in the 5G Core to drive network automation and service orchestration.GUAVUS PARTNERS
The Guavus Partner Opportunity. The Guavus Partners program enables you to innovate, develop new technologies and offer clients cutting-edge big data analytics products and services in the Service Providers, Enterprise, and Government markets. Our expertise in deep analytics, artificial intelligence, and machine learning applicationsdelivers
HOW DO YOU STANDARDIZE 5G NETWORK AUTOMATION? In previous posts, I described the need for machine intelligence to drive closed-loop automation in complex 5G networks and why the 3GPP has defined a new standard – the Network Data Analytics Function (NWDAF) – which runs in the 5G Core and continuously analyzes network data, generating the critical real-time operational intelligence that is used to automate service orchestration NETWORK & SERVICE OPERATIONS Network & Service Operations. Improve Operational Efficiency for Better Customer Experience (CX) & Lower OPEX with AI/ML-driven Operational Analytics. Guavus solutions use advanced algorithms and scoring techniques, based on artificial intelligence (AI) and machine learning (ML), to dramatically reduce the mean-time-to-acknowledge,diagnose and
5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? Voluminous technical standards are the defining characteristic of the telecom industry. Communications system standards are effectively an industry tax that service providers and their suppliers pay to ensure that different players are able to successfully build and operate a global telecommunications network that allows billions of people to communicate instantly with just about OPS-IQ - AUGMENTED OPERATIONAL INTELLIGENCE FOR CSP TEAMS Ops-IQ addresses Communications Service Providers (CSPs) network and service issues through real-time ML-based operational analytics, topology-independent root issue analysis, fault correlation, fix recommendation, incident prediction and automatic trouble ticket generation.Designed for Network, Service, Field & Customer Care teams, Ops-IQ achieves the self-healing network paradigm, preventing THALES COMPLETES THE ACQUISITION OF GUAVUS, ONE OF THE Thales (Euronext Paris: HO) announces today the closing of the acquisition of US company Guavus, a pioneer in real-time Big Data analytics. Guavus is perfectly suited to help Thales address the growing needs of an increasingly connected global ecosystem. BOOK A DISCOVERY CALL WITH GUAVUS Please fill out the appointment form and one of our experts will be in touch. Lead Origin. Partner. Type*. Please Select Communications Service Provider (CSP) Mobile Network Operator (MNO) Multiple Systems / Cable Operator (MSO) Analyst Media Solutions partner USE GUAVUS REAL TIME BIG DATA ANALYTICS TO TRANSFORM YOURTECHNOLOGYSUPPORTCONTACTGUAVUS-IQNETWORK FAULT ANALYTICSSERVICE EXPERIENCE ANALYTICS Cable Operator saves over $70M in OPEX in first year. Mobile Operator increases conversion rate 7x. Triple Play Operator decreases avoidable truck rolls by 6%. What we do. Drive more value from your data using AI and Advanced Analytics. Collect data at scale. Enrich & fuse in real time. Leverage AI based analytics.ABOUT GUAVUS
Guavus, a Thales company. Guavus has been acquired in 2017 by Thales. Thales is a global high technology leader investing in digital and “deep tech” innovations – connectivity, big data, artificial intelligence, cybersecurity and quantum technology – to build a future we can all trust. The company provides solutions, services and GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
NWDAF USE CASES
The Network Data Analytics Function (NWDAF) is defined by the 3GPP as a standard for using network data analytics in the 5G Core to drive network automation and service orchestration. 5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. 5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? All the latest from the world of Guavus. May 6, 2021. 5G Analytics Standards: Who Needs ‘Em? by Andrew Colby, Head of 5G Strategy & Product at Guavus, a Thales company. Voluminous technical standards are the defining characteristic of the telecom industry. Communications system standards are effectively an industry tax thatservice providers
UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
HOW DO YOU STANDARDIZE 5G NETWORK AUTOMATION? In previous posts, I described the need for machine intelligence to drive closed-loop automation in complex 5G networks and why the 3GPP has defined a new standard – the Network Data Analytics Function (NWDAF) – which runs in the 5G Core and continuously analyzes network data, generating the critical real-time operational intelligence that is used to automate service orchestration NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
TELECOMS CASE STUDY: HOW RELIANCE JIO ADDRESSED CX AND Publication Date: 29 Apr 2020 | Product code: SPT001-000077 Adaora Okeleke Telecoms Case Study: How Reliance Jio Addressed CX andOperations
USE GUAVUS REAL TIME BIG DATA ANALYTICS TO TRANSFORM YOURTECHNOLOGYSUPPORTCONTACTGUAVUS-IQNETWORK FAULT ANALYTICSSERVICE EXPERIENCE ANALYTICS Cable Operator saves over $70M in OPEX in first year. Mobile Operator increases conversion rate 7x. Triple Play Operator decreases avoidable truck rolls by 6%. What we do. Drive more value from your data using AI and Advanced Analytics. Collect data at scale. Enrich & fuse in real time. Leverage AI based analytics.ABOUT GUAVUS
Guavus, a Thales company. Guavus has been acquired in 2017 by Thales. Thales is a global high technology leader investing in digital and “deep tech” innovations – connectivity, big data, artificial intelligence, cybersecurity and quantum technology – to build a future we can all trust. The company provides solutions, services and GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
NWDAF USE CASES
The Network Data Analytics Function (NWDAF) is defined by the 3GPP as a standard for using network data analytics in the 5G Core to drive network automation and service orchestration. 5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. 5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? All the latest from the world of Guavus. May 6, 2021. 5G Analytics Standards: Who Needs ‘Em? by Andrew Colby, Head of 5G Strategy & Product at Guavus, a Thales company. Voluminous technical standards are the defining characteristic of the telecom industry. Communications system standards are effectively an industry tax thatservice providers
UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
HOW DO YOU STANDARDIZE 5G NETWORK AUTOMATION? In previous posts, I described the need for machine intelligence to drive closed-loop automation in complex 5G networks and why the 3GPP has defined a new standard – the Network Data Analytics Function (NWDAF) – which runs in the 5G Core and continuously analyzes network data, generating the critical real-time operational intelligence that is used to automate service orchestration NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
TELECOMS CASE STUDY: HOW RELIANCE JIO ADDRESSED CX AND Publication Date: 29 Apr 2020 | Product code: SPT001-000077 Adaora Okeleke Telecoms Case Study: How Reliance Jio Addressed CX andOperations
RELEASES ARCHIVE
Keep up to date with our latest Press Releases. November 12, 2020. Guavus to Bring Telecom Operators New Cloud-based Analytics on their Subscribers and Network Operations with AWS. Read more. July 16, 2020. Guavus Unwraps New AI-based Analytics and Automation Products for CSPs. Read more. March 23, 2020. Guavus Statement on COVID-19. GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
GUAVUS INFORMATION RESOURCES Visit here for the latest Guavus Blogs, Videos, Datasheets and WhitePapers.
NWDAF USE CASES
The Network Data Analytics Function (NWDAF) is defined by the 3GPP as a standard for using network data analytics in the 5G Core to drive network automation and service orchestration. 5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? Voluminous technical standards are the defining characteristic of the telecom industry. Communications system standards are effectively an industry tax that service providers and their suppliers pay to ensure that different players are able to successfully build and operate a global telecommunications network that allows billions of people to communicate instantly with just about DEVICE MANAGEMENT ANALYTICS Leading Integrations. Service-IQ DMA provides turnkey integrated analytics to Thales’ Device Management Center (DMC) for SIM-based and device-based services.DMC is a market leading product deployed in 200+ CSPs worldwide or third-party solutions. As an alternative, Service-IQ DMA can collect the input from other Equipment Inventory Register (EIR) systems. OPS-IQ - AUGMENTED OPERATIONAL INTELLIGENCE FOR CSP TEAMS Ops-IQ addresses Communications Service Providers (CSPs) network and service issues through real-time ML-based operational analytics, topology-independent root issue analysis, fault correlation, fix recommendation, incident prediction and automatic trouble ticket generation.Designed for Network, Service, Field & Customer Care teams, Ops-IQ achieves the self-healing network paradigm, preventing REACHING 5G’S “PLATEAU OF PRODUCTIVITY” Reaching 5G’s “Plateau of Productivity”. Big Data Analytics, Machine Learning & AI are Critical for Service Providers to Master 5G Operational Complexity. 5G networks will be used to deliver a new generation of mobile applications and services, enabled by an array of technology innovations. However, 5G will also involve a level of ARTIFICIAL INTELLIGENCE VS. MACHINE LEARNING VS. DATA Artificial intelligence (AI), machine learning (ML) and data mining have been hot topics in today’s industry news with many companies and universities striving to improve both our work and personal lives through the use of these technologies. GUAVUS ANNOUNCES AGREEMENT TO BE ACQUIRED BY THALES San Mateo, Calif. – April 28, 2017– Guavus, Inc., a pioneer in developing Machine Intelligent, big data analytics platforms, today announced that it has signed a definitive merger agreement under which Thales (Euronext Paris: HO), a global technology leader for the aerospace, transport, defence and security markets, will acquireGuavus in a
USE GUAVUS REAL TIME BIG DATA ANALYTICS TO TRANSFORM YOURTECHNOLOGYSUPPORTCONTACTGUAVUS-IQNETWORK FAULT ANALYTICSSERVICE EXPERIENCE ANALYTICS Cable Operator saves over $70M in OPEX in first year. Mobile Operator increases conversion rate 7x. Triple Play Operator decreases avoidable truck rolls by 6%. What we do. Drive more value from your data using AI and Advanced Analytics. Collect data at scale. Enrich & fuse in real time. Leverage AI based analytics.ABOUT GUAVUS
Guavus, a Thales company. Guavus has been acquired in 2017 by Thales. Thales is a global high technology leader investing in digital and “deep tech” innovations – connectivity, big data, artificial intelligence, cybersecurity and quantum technology – to build a future we can all trust. The company provides solutions, services and GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
NWDAF USE CASES
The Network Data Analytics Function (NWDAF) is defined by the 3GPP as a standard for using network data analytics in the 5G Core to drive network automation and service orchestration. 5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. 5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? All the latest from the world of Guavus. May 6, 2021. 5G Analytics Standards: Who Needs ‘Em? by Andrew Colby, Head of 5G Strategy & Product at Guavus, a Thales company. Voluminous technical standards are the defining characteristic of the telecom industry. Communications system standards are effectively an industry tax thatservice providers
UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
HOW DO YOU STANDARDIZE 5G NETWORK AUTOMATION? In previous posts, I described the need for machine intelligence to drive closed-loop automation in complex 5G networks and why the 3GPP has defined a new standard – the Network Data Analytics Function (NWDAF) – which runs in the 5G Core and continuously analyzes network data, generating the critical real-time operational intelligence that is used to automate service orchestration NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
TELECOMS CASE STUDY: HOW RELIANCE JIO ADDRESSED CX AND Publication Date: 29 Apr 2020 | Product code: SPT001-000077 Adaora Okeleke Telecoms Case Study: How Reliance Jio Addressed CX andOperations
USE GUAVUS REAL TIME BIG DATA ANALYTICS TO TRANSFORM YOURTECHNOLOGYSUPPORTCONTACTGUAVUS-IQNETWORK FAULT ANALYTICSSERVICE EXPERIENCE ANALYTICS Cable Operator saves over $70M in OPEX in first year. Mobile Operator increases conversion rate 7x. Triple Play Operator decreases avoidable truck rolls by 6%. What we do. Drive more value from your data using AI and Advanced Analytics. Collect data at scale. Enrich & fuse in real time. Leverage AI based analytics.ABOUT GUAVUS
Guavus, a Thales company. Guavus has been acquired in 2017 by Thales. Thales is a global high technology leader investing in digital and “deep tech” innovations – connectivity, big data, artificial intelligence, cybersecurity and quantum technology – to build a future we can all trust. The company provides solutions, services and GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
NWDAF USE CASES
The Network Data Analytics Function (NWDAF) is defined by the 3GPP as a standard for using network data analytics in the 5G Core to drive network automation and service orchestration. 5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. 5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? All the latest from the world of Guavus. May 6, 2021. 5G Analytics Standards: Who Needs ‘Em? by Andrew Colby, Head of 5G Strategy & Product at Guavus, a Thales company. Voluminous technical standards are the defining characteristic of the telecom industry. Communications system standards are effectively an industry tax thatservice providers
UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
HOW DO YOU STANDARDIZE 5G NETWORK AUTOMATION? In previous posts, I described the need for machine intelligence to drive closed-loop automation in complex 5G networks and why the 3GPP has defined a new standard – the Network Data Analytics Function (NWDAF) – which runs in the 5G Core and continuously analyzes network data, generating the critical real-time operational intelligence that is used to automate service orchestration NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
TELECOMS CASE STUDY: HOW RELIANCE JIO ADDRESSED CX AND Publication Date: 29 Apr 2020 | Product code: SPT001-000077 Adaora Okeleke Telecoms Case Study: How Reliance Jio Addressed CX andOperations
RELEASES ARCHIVE
Keep up to date with our latest Press Releases. November 12, 2020. Guavus to Bring Telecom Operators New Cloud-based Analytics on their Subscribers and Network Operations with AWS. Read more. July 16, 2020. Guavus Unwraps New AI-based Analytics and Automation Products for CSPs. Read more. March 23, 2020. Guavus Statement on COVID-19. GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
GUAVUS INFORMATION RESOURCES Visit here for the latest Guavus Blogs, Videos, Datasheets and WhitePapers.
NWDAF USE CASES
The Network Data Analytics Function (NWDAF) is defined by the 3GPP as a standard for using network data analytics in the 5G Core to drive network automation and service orchestration. 5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? Voluminous technical standards are the defining characteristic of the telecom industry. Communications system standards are effectively an industry tax that service providers and their suppliers pay to ensure that different players are able to successfully build and operate a global telecommunications network that allows billions of people to communicate instantly with just about DEVICE MANAGEMENT ANALYTICS Leading Integrations. Service-IQ DMA provides turnkey integrated analytics to Thales’ Device Management Center (DMC) for SIM-based and device-based services.DMC is a market leading product deployed in 200+ CSPs worldwide or third-party solutions. As an alternative, Service-IQ DMA can collect the input from other Equipment Inventory Register (EIR) systems. OPS-IQ - AUGMENTED OPERATIONAL INTELLIGENCE FOR CSP TEAMS Ops-IQ addresses Communications Service Providers (CSPs) network and service issues through real-time ML-based operational analytics, topology-independent root issue analysis, fault correlation, fix recommendation, incident prediction and automatic trouble ticket generation.Designed for Network, Service, Field & Customer Care teams, Ops-IQ achieves the self-healing network paradigm, preventing REACHING 5G’S “PLATEAU OF PRODUCTIVITY” Reaching 5G’s “Plateau of Productivity”. Big Data Analytics, Machine Learning & AI are Critical for Service Providers to Master 5G Operational Complexity. 5G networks will be used to deliver a new generation of mobile applications and services, enabled by an array of technology innovations. However, 5G will also involve a level of ARTIFICIAL INTELLIGENCE VS. MACHINE LEARNING VS. DATA Artificial intelligence (AI), machine learning (ML) and data mining have been hot topics in today’s industry news with many companies and universities striving to improve both our work and personal lives through the use of these technologies. GUAVUS ANNOUNCES AGREEMENT TO BE ACQUIRED BY THALES San Mateo, Calif. – April 28, 2017– Guavus, Inc., a pioneer in developing Machine Intelligent, big data analytics platforms, today announced that it has signed a definitive merger agreement under which Thales (Euronext Paris: HO), a global technology leader for the aerospace, transport, defence and security markets, will acquireGuavus in a
USE GUAVUS REAL TIME BIG DATA ANALYTICS TO TRANSFORM YOURTECHNOLOGYSUPPORTCONTACTGUAVUS-IQNETWORK FAULT ANALYTICSSERVICE EXPERIENCE ANALYTICS Driving rapid, insightful decisions and actions leveraging Advanced Analytics and Artificial Intelligence, enabling digital transformationof your business.
ABOUT GUAVUS
Why Guavus. Founded in 2006, Guavus has always been at the forefront of applying Big Data, streaming analytics, machine learning (ML) and artificial intelligence (AI) to developing solutions that have enabled operators of the world’s leading service provider networks to overcome critical operational and business challenges impacting customer experience, service revenue and profitability. GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
THALES COMPLETES THE ACQUISITION OF GUAVUS, ONE OF THE Thales (Euronext Paris: HO) announces today the closing of the acquisition of US company Guavus, a pioneer in real-time Big Data analytics. Guavus is perfectly suited to help Thales address the growing needs of an increasingly connected global ecosystem. DATA SCIENTIST INTERN Guavus, a Thales company, is seeking a Data Scientist Intern. This is an exciting, technical role based in our Montreal office. It is focused on enabling our customers to create real, practical value through advanced analytics on their streaming data. ARTIFICIAL INTELLIGENCE VS. MACHINE LEARNING VS. DATA Artificial intelligence (AI), machine learning (ML) and data mining have been hot topics in today’s industry news with many companies and universities striving to improve both our work and personal lives through the use of these technologies. BIG DATA CAPACITY PLANNING: ACHIEVING THE RIGHT SIZE OF As the data analytics field is maturing, the amount of data generated is growing rapidly and so is its use by businesses. This increase in data helps improve data analytics and the result is a continuous circle of data and information generation. USE GUAVUS REAL TIME BIG DATA ANALYTICS TO TRANSFORM YOURTECHNOLOGYSUPPORTCONTACTGUAVUS-IQNETWORK FAULT ANALYTICSSERVICE EXPERIENCE ANALYTICS Driving rapid, insightful decisions and actions leveraging Advanced Analytics and Artificial Intelligence, enabling digital transformationof your business.
ABOUT GUAVUS
Why Guavus. Founded in 2006, Guavus has always been at the forefront of applying Big Data, streaming analytics, machine learning (ML) and artificial intelligence (AI) to developing solutions that have enabled operators of the world’s leading service provider networks to overcome critical operational and business challenges impacting customer experience, service revenue and profitability. GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES NWDAF is defined by the 3GPP as a standard for using network data analytics to drive the automation of 5G network operations. Defining the standard involves identifying specific use cases. Then, for each use case, specifying the input data that NWDAF needs to process to produce the required analytics outputs. UNSUPERVISED MACHINE LEARNING: VALIDATION TECHNIQUESSEE MORE ONGUAVUS.COM
NWDAF: AUTOMATING THE 5G NETWORK WITH MACHINE LEARNINGSEE MORE ONGUAVUS.COM
THALES COMPLETES THE ACQUISITION OF GUAVUS, ONE OF THE Thales (Euronext Paris: HO) announces today the closing of the acquisition of US company Guavus, a pioneer in real-time Big Data analytics. Guavus is perfectly suited to help Thales address the growing needs of an increasingly connected global ecosystem. DATA SCIENTIST INTERN Guavus, a Thales company, is seeking a Data Scientist Intern. This is an exciting, technical role based in our Montreal office. It is focused on enabling our customers to create real, practical value through advanced analytics on their streaming data. ARTIFICIAL INTELLIGENCE VS. MACHINE LEARNING VS. DATA Artificial intelligence (AI), machine learning (ML) and data mining have been hot topics in today’s industry news with many companies and universities striving to improve both our work and personal lives through the use of these technologies. BIG DATA CAPACITY PLANNING: ACHIEVING THE RIGHT SIZE OF As the data analytics field is maturing, the amount of data generated is growing rapidly and so is its use by businesses. This increase in data helps improve data analytics and the result is a continuous circle of data and information generation.TECHNOLOGY OVERVIEW
Our Core: Guavus Reflex™ Underneath the hood, Guavus Reflex™ powers the Guavus-IQ products and comes pre-configured to ingest both batch and streaming data sources from a wide range of vendors.. Our technology uses real-time, context-aware operational (Ops-IQ) and behavioral (Service-IQ) streaming analytics pipelines.Guavus-IQ inherits all the benefits of the Reflex platform including a GUAVUS LAUNCHES 5G CORE NETWORK ANALYTICS PRODUCT TO HELP Carrier-grade analytics specialist takes “Open NWDAF” approach to automating multi-vendor 5G networks . News Summary. Guavus 5G-IQ NWDAF is an open, vendor-agnostic 3GPP Network Data Analytics Function (NWDAF) for the 5G Core that generates real-time operational intelligence to drive service orchestration and closed-loop networkautomation.
AI-BASED ANALYTICS SOLUTIONS FOR CSPS Analytics have become an essential requirement for all CSPs today as they embark on modernizing their networks, especially with the advent of 5G and IoT networks.. CSPs are not normally experts in advanced analytics. In fact, many struggle to understand the value of the data being collected, as well as they are challenged with how to collect itat scale.
NWDAF USE CASES
The Network Data Analytics Function (NWDAF) is defined by the 3GPP as a standard for using network data analytics in the 5G Core to drive network automation and service orchestration.GUAVUS PARTNERS
The Guavus Partner Opportunity. The Guavus Partners program enables you to innovate, develop new technologies and offer clients cutting-edge big data analytics products and services in the Service Providers, Enterprise, and Government markets. OPS-IQ - AUGMENTED OPERATIONAL INTELLIGENCE FOR CSP TEAMS Ops-IQ addresses Communications Service Providers (CSPs) network and service issues through real-time ML-based operational analytics, topology-independent root issue analysis, fault correlation, fix recommendation, incident prediction and automatic trouble ticket generation.Designed for Network, Service, Field & Customer Care teams, Ops-IQ achieves the self-healing network paradigm, preventing GUAVUS TECHNOLOGY BLOGS Most CSPs know they need to harness their valuable data, but struggle with how to do it. Putting AI and analytics tools to work alongside their deep-packet inspection (DPI) classification engines, providers can learn a lot more about their customers, then categorize them in understandable ways that allow the provider’s marketing department to approach them with targeted, personalized and NETWORK & SERVICE OPERATIONS Guavus solutions use advanced algorithms and scoring techniques, based on artificial intelligence (AI) and machine learning (ML), to dramatically reduce the mean-time-to-acknowledge, diagnose and resolve network incidents for faster alarm triage with greater network uptime and service availability.Even without network alarms, CX-impact scores automate incident resolution. 5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? Voluminous technical standards are the defining characteristic of the telecom industry. Communications system standards are effectively an industry tax that service providers and their suppliers pay to ensure that different players are able to successfully build and operate a global telecommunications network that allows billions of people to communicate instantly with just about THALES COMPLETES THE ACQUISITION OF GUAVUS, ONE OF THE Thales (Euronext Paris: HO) announces today the closing of the acquisition of US company Guavus, a pioneer in real-time Big Data analytics. Guavus is perfectly suited to help Thales address the growing needs of an increasingly connected global ecosystem.* News & Events
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GUAVUS WEBINAR SERIES How Telecom and Mobile Technology are Accelerating the Digital Transformation of Traditional Industry VerticalsWatch now
INTRODUCING OPS-IQ SERVICE EXPERIENCE ANALYTICS Next-Gen Proactive Assurance for CSPsExplore features
5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES.Find out more
GUAVUS SQLSTREAM RANKED OVERALL LEADER BY ABI RESEARCH in Data Management & IoT Streaming AnalyticsDownload report
GUAVUS-IQ
Multi-Perspective Analytics Experience for CSPsFind out more
REACHING 5G’S “PLATEAU OF PRODUCTIVITY” Big Data Analytics, Machine Learning & AI Are Critical to Master 5G Operational ComplexityDownload the eBook
GUAVUS WEBINAR SERIES How Telecom and Mobile Technology are Accelerating the Digital Transformation of Traditional Industry VerticalsWatch now
INTRODUCING OPS-IQ SERVICE EXPERIENCE ANALYTICS Next-Gen Proactive Assurance for CSPsExplore features
OPERATIONAL ANALYTICS JUST GOT SMARTER INTRODUCING OPS-IQ SERVICE EXPERIENCE ANALYTICSSchedule a Demo
GUAVUS-IQ
Our portfolio provides a MULTI-PERSPECTIVE ANALYTICS EXPERIENCE FOR COMMUNICATIONS SERVICE PROVIDERS (CSPS), delivering highly correlated ‘outside-in/inside-out’ insights on customer experience, service and network operations.Learn more
OPS-IQ
Designed for Network, Service, Field & Customer Care teams, Ops-IQ ACHIEVES THE SELF-HEALING NETWORK PARADIGM, preventing customer-impacting service degradations and outages, lowering OPEX and optimizing overall customer experience (CX).Learn More
SERVICE-IQ
Designed for Marketing Operations & Product teams, Service-IQ enables CSPs to UNDERSTAND THE SUBSCRIBER AND DEVICE DIGITAL BEHAVIORS in order to fully capitalize on their own network data assets to grow revenue, increase profitability and support CX initiatives.Learn More
SUCCESS STORIES
Cable Operator saves over $70M in OPEX in first year Mobile Operator increases conversion rate 7x Triple Play Operator decreases avoidable truck rolls by 6%WHAT WE DO
Drive more value from your data using AI and Advanced Analytics Collect data at scale Enrich & fuse in real time Leverage AI based analytics Initiate action & decisions COLLECT DATA AT SCALE ENRICH & FUSE IN REAL TIME LEVERAGE AI BASED ANALYTICS INITIATE ACTION & DECISIONSFind your use case
GUAVUS AT SCALE
$500M SAVED
by our customers annually!84% REDUCTION
in mean-time-to-understandREAL-TIME
response to complex queries510 BILLION
real-time records analyzed dailyUP TO 90%
reduction in data stored500 MILLION
devices monitored in real timeOur technology
LATEST NEWS
DIGITAL TRANSFORMATION HAS MADE IT VERY EASY FOR CUSTOMERS TO CHANGE CSPS – GUAVUS’ INTERVIEW PUBLISHED IN TELETIMES INTERNATIONALMay 17, 2021
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ANALYTICS-DRIVEN AUTOMATION IS CRITICAL FOR MNOS TO MASTER 5G COMPLEXITY AT SCALE – PUBLISHED IN FUTURENET WORLDMay 10, 2021
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GUAVUS SHORTLISTED FOR THE 2021 COMPUTING’S AI & MACHINE LEARNING AWARDS – OUTSTANDING ANALYTICS INFRASTRUCTURE AWARDMay 3, 2021
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GUAVUS WINS THE 2021 FUTURENET WORLD AWARD – MOST INNOVATIVE APPLICATION OF AI/IA (INTELLIGENT AUTOMATION) TO ENHANCE CUSTOMEREXPERIENCE
April 21, 2021
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BLOG
June 2, 2021
5G, HOW DO I MANAGE THEE? LET ME COUNT THE USE CASES While autonomous networks are the ultimate goal in 5G, until we get there, the intelligence generated by NWDAF is critical for human decision making in semi-automated network operations. Let’s take a look at the NWDAF use cases considered by the 3GPP.Read more
May 25, 2021
HOW DO YOU STANDARDIZE 5G NETWORK AUTOMATION? A standard approach to 5G network automation will allow Mobile Network Operators (MNOs) to deploy multi-vendor networks with confidence, leveraging the unique capabilities of best-of-breed products.Read more
May 6, 2021
5G ANALYTICS STANDARDS: WHO NEEDS ‘EM? Disaggregated cloud native 5G infrastructure will enable Mobile Network Operators (MNOs) to deploy best-of-breed products, but this requires an open NWDAF to ensure multi-vendor network automation.Read more
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