Nokia and Vodafone to use machine learning on Google Cloud to detect network anomalies

Nokia and Vodafone have partnered to jointly develop a new machine learning (ML) system designed to detect and remediate network anomalies before they impact customers. Based on Nokia’s Bell Labs algorithm, the Anomaly Detection Service product runs on Google Cloud and is already being rolled out across Vodafone’s pan-European network.

In a joint statement, the partners said the ML system quickly detects and troubleshoots irregularities, such as mobile site congestion and interference, as well as unexpected latency, that may have an impact on customer service quality. Following an initial deployment in Italy on more than 60,000 LTE cells, Vodafone said it will be extending the service to all its European markets by early 2022, and there are plans to eventually apply it on the company’s 5G and core networks.

Vodafone added that it expects that around 80 percent of all its anomalous mobile network issues and capacity demands to be automatically detected and addressed using Anomaly Detection Service.

Vodafone’s deal with Nokia signed last year complements its recent six-year agreement with Google Cloud to jointly build integrated cloud-based capabilities backed by hubs of networking and software engineering expertise.

The platform, called ’Nucleus’, will house a new system ‘Dynamo’, which will drive data throughout Vodafone to enable it to more quickly offer its customers new, personalized products and services across multiple markets. Dynamo is expected to help Vodafone to tailor new connectivity services for homes and businesses through the release of new features such as providing a sudden broadband speed boost.

Capable of processing around 50 TB of data per day, Nucleus and Dynamo are considered “industry firsts”. Being built in-house by Vodafone and Google Cloud specialist teams, the project involves up to 1,000 employees of both companies located in Spain, the UK and the US.

Vodafone said it has already identified more than 700 use-cases to deliver new products and services quickly across its markets, support fact-based decision-making, reduce costs, remove duplication of data sources, and simplify and centralize operations.

Johan Wibergh, Chief Technology Officer, Vodafone, said: “We are building an automated and programmable network that can respond quickly to our customers’ needs. As we extend 5G across Europe, it is important to match the speed and responsiveness of this new technology with a great service. With machine learning, we can ensure a consistently high-quality performance that is as smart as the technology behind it.”

Amol Phadke, Managing Director, Telecom Industry Solutions, Google Cloud, said:
“We are thrilled to partner with Nokia and Vodafone to deliver a data- and AI-driven solution that scales quickly and leverages automation to increase cost efficiency and ensures seamless customer experiences across Europe. As behaviors change and the data needed for analysis increases in velocity, volume, and complexity, automation and a cloud-based data platform are now key in making fast and informed decisions.”

Anil Rao, Research Director, Analysys Mason, said: “Vodafone’s anomaly detection use case, developed in partnership with Nokia and run on Google Cloud, automates root-cause analysis for efficient network planning, optimization, and operations. This type of partnership provides a new opportunity for operators to rethink data management and increase the focus on use cases and application development.”

Raghav Sahgal, President of Cloud and Network Services, Nokia, said: “This first commercial deployment of Anomaly Detection Service with Vodafone on Google Cloud provides a great boost to customer service. It not only addresses the critical need to quickly detect and remedy anomalies impacting network performance using machine learning-based algorithms, but it also highlights Nokia’s technology leadership and the deep technical expertise of Nokia Bell Labs.”

Vodafone said it will convert its entire SAP environment to Google Cloud, including the migration of its core SAP workloads and key corporate SAP modules such as SAP Central Finance.

References:

Ciena demo’s 45 wavelengths @400G; Joins Google’s Cloud’s 5G/Edge ISV Program

During OFC 2021 last week, Ciena and Lumenisity Ltd.  said that they had partnered to demonstrate transmission of 45 wavelengths, each at 400G, over 1,000 km of hollowcore fiber cable.

The demonstration paired Lumenisity’s CoreSmart hollowcore cable with Ciena’s WaveLogic 5 Extreme and Nano coherent optical engines, with the transmission occurring in a recirculating loop. The companies say their work indicates that hollowcore fiber cable can be used for high-bandwidth, long-reach applications such as data center interconnect (DCI) in addition to edge and 5G xHaul applications Lumenisity had previously cited (see Lumenisity, BT drive 400ZR DWDM transmission over hollowcore fiber and BT testing hollowcore fiber for 5G support).

Lumenisty said that it has been working over the past six months with ecosystem partners to test the CoreSmart low-latency hollowcore cable in its System Lab in Romsey, UK (see Startup Lumenisity unveils hollowcore fiber cables for DWDM applications, new funding” for more on Lumenisity’s fiber). Ciena participated in at least some of those exercises, including a second trial in which the two companies achieved a capacity of 38.4 Tbps with 48x800G channels over greater than 20 km without in line amplification using the current generation of CoreSmart. Lumenisity says the next generation of CoreSmart will be able to extend reach in such an application to between 50-100 km with no inline amplification when paired with the WaveLogic 5 Extreme.

“The results obtained both internally and with Ciena commercial WaveLogic 5 systems show further evidence that we are bringing our world-class hollowcore fiber cable technology to market at an accelerating rate for multiple high-capacity applications, that solve real world latency issues for our customers,” commented Tony Pearson, business development director at Lumenisity.

“System characterization results of WaveLogic 5 Extreme programmable 800G and WaveLogic 5 Nano 400ZR coherent pluggables running over CoreSmart show promising results with hollowcore fiber now proven to preserve high-capacity while materially reducing latency,” added Steve Alexander, senior vice president and CTO of Ciena. “We are proud to be at the forefront of this breakthrough technological achievement where we can enable a 50% increase in reach for latency-sensitive data center interconnects.”

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Separately, CTO Alexander wrote a blog titled, “Ciena has joined Google Cloud’s 5G/Edge ISV Program to help enterprises accelerate migration of their IT resources to the cloud

Here’s an excerpt:

To facilitate the migration of enterprise IT workloads to the cloud, there is a requirement for higher speed connections from the enterprise edge to cloud provider that are scalable with enhanced security to best protect critical business data. Shared IP network connections to the cloud are acceptable for lower speed (10Gb/s) connections and below. However, when secure, higher speed connections are required to the cloud, connectivity via the IP network can become overly complex, expensive, and inefficient when compared to the optical network (Optical Fast Lane) that can provide a more efficient, cost-effective, and secure option for enterprises needing to reduce their workload migration times to support their evolving business objectives.

For the multi-cloud market to succeed, it must reduce the friction for enterprises to migrate their workloads to a cloud provider, as well as between cloud providers – on demand. This is analogous to the days when you had a mobile plan with one carrier, and to switch to another carrier, you had to switch mobile numbers, which was too complex for most customers, so they stuck with their existing carrier. Only when consumers could keep their phone number when they switched carriers (through Local Number Portability), did it make the mobile market truly competitive leading to improved choice, pricing, and innovation. This is what we’re trying to achieve in the multi-cloud market.

Google Cloud is one of the leading cloud providers in the market that embraces an architecture that enables their enterprise customers to gracefully migrate their workloads to Google Cloud via an Optical Fast Lane that enables Enterprise to develop and leverage the Google Cloud for new and innovative applications. Ciena is excited to be a key player in this program and in addressing this opportunity in the industry. This builds off Ciena’s long standing relationship with Google and other Cloud Providers serving both private and managed high-capacity optical transport networks – principally dominated by subsea, long-haul, metro and DCI connectivity.

Ciena is also a major supplier to Communication Service Providers (CSPs) and MSOs – serving all segments of the network – including high-speed access connectivity for Enterprises as well as cell-site routing and backhaul. In partnership with CSPs, Google Cloud is helping customers leverage their edge real-estate assets to facilitate low latency connectivity to Google Cloud and reduce the friction required for enterprises to improve their mean time to the cloud for their data and workloads.

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References:

https://www.lightwaveonline.com/optical-tech/transmission/article/14205460/lumenisity-ciena-demonstrate-45x400g-coherent-channels-over-1000-km-of-hollowcore-fiber-cable

https://www.ciena.com/insights/articles/ciena-has-joined-google-clouds-5gedge-isv-program-to-help-enterprises-accelerate-migration-of-their-it-resources-to-the-cloud.html

Vodafone and Google Cloud to Develop Integrated Data Platform

Vodafone and Google Cloud today announced a new, six-year strategic partnership to drive the use of reliable and secure data analytics, insights, and learnings to support the introduction of new digital products and services for Vodafone customers simultaneously worldwide.

In a significant expansion of their existing agreement, Vodafone and Google Cloud will jointly build a powerful new integrated data platform with the added capability of processing and moving huge volumes of data globally from multiple systems into the cloud.

The platform, called ‘Nucleus‘, will house a new system – ‘Dynamo‘ – which will drive data throughout Vodafone to enable it to more quickly offer its customers new, personalized products and services across multiple markets. Dynamo will allow Vodafone to tailor new connectivity services for homes and businesses through the release of smart network features, such as providing a sudden broadband speed boost.

Capable of processing around 50 terabytes of data per day, equivalent to 25,000 hours of HD film (and growing), both Nucleus and Dynamo, which are industry firsts, are being built in-house by Vodafone and Google Cloud specialist teams. Up to 1,000 employees of both companies located in Spain, the UK, and the United States are collaborating on the project.

Vodafone has already identified more than 700 use-cases to deliver new products and services quickly across Vodafone’s markets, support fact-based decision-making, reduce costs, remove duplication of data sources, and simplify and centralize operations.  The speed and ease with which Vodafone’s operating companies in multiple countries can access its data analytics, intelligence, and machine-learning capabilities will also be vastly improved.

By generating more detailed insight and data-driven analysis across the organization and with its partners, Vodafone customers around the world can have a better and more enriched experience. Some of the key benefits include:

  • Enhancing Vodafone’s mobile, fixed, and TV content and connectivity services through the instantaneous availability of highly personalized rewards, content, and applications. For example, a consumer might receive a sudden broadband speed boost based on personalized individual needs.
  • Increasing the number of smart network services in its Google Cloud footprint from eight markets to the entire Vodafone footprint. This allows Vodafone to precisely match network roll-out to consumer demand, increase capacity at critical times, and use machine learning to predict, detect, and fix issues before customers are aware of them.
  • Empowering data scientists to collaborate on key environmental and health issues in 11 countries using automated machine learning tools. Vodafone is already assisting governments and aid organisations, upon their request, with secure, anonymised, and aggregated movement data to tackle COVID-19. This partnership will further improve Vodafone’s ability to provide deeper insights, in accordance with local laws and regulations, into the spread of disease through intelligent analytics across a wider geographical area.
  • Providing a complete digital replica of many of Vodafone’s internal support functions using artificial intelligence and advanced analytics. Called a digital twin, it enables analytic models on Google Cloud to improve response times to enquiries and predict future demand. The system will also support a digital twin of Vodafone’s vast digital infrastructure worldwide.
  • In addition, Vodafone will re-platform its entire SAP environment to Google Cloud, including the migration of its core SAP workloads and key corporate SAP modules such as SAP Central Finance.

Johan Wibergh, Chief Technology Officer for Vodafone, said: “Vodafone is building a powerful foundation for a digital future. We have vast amounts of data which, when securely processed and made available across our footprint using the collective power of Vodafone and Google Cloud’s engineering expertise, will transform our services, to our customers and governments, and the societies where they live and serve.”

Thomas Kurian, CEO at Google Cloud, commented: “Telecommunications firms are increasingly differentiating their customer experiences through the use of data and analytics, and this has never been more important than during the current pandemic. We are thrilled to be selected as Vodafone’s global strategic cloud partner for analytics and SAP, and to co-innovate on new products that will accelerate the industry’s digital transformation.”

Revenues at Google’s Cloud business grew 46% this past quarter.  However, Google continues to be a distant third to Amazon and Microsoft in the cloud business.

Technical Notes:

All data generated by Vodafone in the markets in which it operates is stored and processed in the required Google Cloud facilities as per local jurisdiction requirements and in accordance with local laws and regulations. Customer permissions and Vodafone’s own rigorous security and privacy by design processes also apply.

On the back of their collaborative work, Vodafone and Google Cloud will also explore opportunities to provide consultancy services, offered either jointly or independently, to other multi-national organizations and businesses.

The platform is being built using the latest hybrid cloud technologies from Google Cloud to facilitate the rapid standardization and movement of data in both Vodafone’s physical data centers and onto Google Cloud. Dynamo will direct all of Vodafone’s worldwide data, extracting, encrypting, and anonymizing the data from source to cloud and back again, enabling intelligent data analysis and generating efficiencies and insight.

References:

https://prnmedia.prnewswire.com/news-releases/vodafone-and-google-cloud-to-develop-industry-first-global-data-platform-301281936.html

https://cloud.google.com/press-releases/2021/0503/vodafone-google-cloud (video)

 

Google Expands Cloud Network Infrastructure via 3 New Undersea Cables & 5 New Regions

Google has plans to build three new undersea cables in 2019 to support its Google Cloud customers. The company plans to co-commission the Hong Kong-Guam (HK-G) cable system as part of a consortium.   In a blog post by Ben Treynor Sloss, vice president of Google’s cloud platform, three undersea cables and five new regions were announced..

The HK-G will be an extension of the SEA-US cable system, and will have a design capacity of more than 48Tbps. It is being built by RTI-C and NEC. Google said that together with Indigo and other cable systems, HK-G will create multiple scalable, diverse paths to Australia. In addition, Google plans to commission Curie, a private cable connecting Chile to Los Angeles and Hvfrue, a consortium cable connecting the US to Denmark and Ireland as shown in the figure below.

Late last year, Google also revealed plans to open a Google Cloud Platform region in Hong Kong in 2018 to join its recently launched Mumbai, Sydney, and Singapore regions, as well as Taiwan and Tokyo.

Of the five new Google Cloud regions, Netherlands and Montreal will be online in the first quarter of 2018. Three others in Los Angeles, Finland, and Hong Kong will come online later this year. The Hong Kong region will be designed for high availability, launching with three zones to protect against service disruptions. The HK-G cable will provide improved network capacity for the cloud region.  Google promises they are not done yet and there will be additional announcements of other regions.

In an earlier announcement last week, Google revealed that it has implemented a compile-time patch for its Google Cloud Platform infrastructure to address the major CPU security flaw disclosed by Google’s Project Zero zero-day vulnerability unit at the beginning of this year.

Google Cloud Platform Regions

Diane Greene, who heads up Google’s cloud unit, often marvels at how much her company invests in Google Cloud infrastructure. It’s with good reason. Over the past three years since Greene came on board, the company has spent a whopping $30 billion beefing up the infrastructure.

infrastructure-3

Google has direct investment in 11 cables, including those planned or under construction. The three cables highlighted in yellow are being announced in this blog post. (In addition to these 11 cables where Google has direct ownership, the company also leases capacity on numerous additional submarine cables.)

In the referenced Google blog post, Mr Treynor Sloss wrote:

At Google, we’ve spent $30 billion improving our infrastructure over three years, and we’re not done yet. From data centers to subsea cables, Google is committed to connecting the world and serving our Cloud customers, and today we’re excited to announce that we’re adding three new submarine cables, and five new regions.

We’ll open our Netherlands and Montreal regions in the first quarter of 2018, followed by Los Angeles, Finland, and Hong Kong – with more to come. Then, in 2019 we’ll commission three subsea cables: Curie, a private cable connecting Chile to Los Angeles; Havfrue, a consortium cable connecting the U.S. to Denmark and Ireland; and the Hong Kong-Guam Cable system (HK-G), a consortium cable interconnecting major subsea communication hubs in Asia.

Together, these investments further improve our network—the world’s largest—which by some accounts delivers 25% of worldwide internet traffic……………….l.l….

Simply put, it wouldn’t be possible to deliver products like Machine Learning Engine, Spanner, BigQuery and other Google Cloud Platform and G Suite services at the quality of service users expect without the Google network. Our cable systems provide the speed, capacity and reliability Google is known for worldwide, and at Google Cloud, our customers are able to to make use of the same network infrastructure that powers Google’s own services.

While we haven’t hastened the speed of light, we have built a superior cloud network as a result of the well-provisioned direct paths between our cloud and end-users, as shown in the figure below.

infrastructure-4

According to Ben: “The Google network offers better reliability, speed and security performance as compared with the nondeterministic performance of the public internet, or other cloud networks. The Google network consists of fiber optic links and subsea cables between 100+ points of presence7500+ edge node locations90+ Cloud CDN  locations47 dedicated interconnect locations and 15 GCP regions.”

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Reference:

https://www.blog.google/topics/google-cloud/expanding-our-global-infrastructure-new-regions-and-subsea-cables/