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Tag: containerized

Enabling hybrid ML workflows on Amazon EKS and Amazon SageMaker with one-click Kubeflow on AWS deployment

Today, many AWS customers are building enterprise-ready machine learning (ML) platforms on Amazon Elastic Kubernetes Service (Amazon EKS) using Kubeflow on AWS (an AWS-specific...

Serverless Kubernetes Has Become Invaluable to Data Scientists

Data science is a growing profession. While it involves more opportunities than ever, it also has a lot more complications. Standards and expectations are rapidly changing, especially in regards to the types of technology used to create data science projects. Most data scientists are using some form of DevOps interface these days. One of the […]

The post Serverless Kubernetes Has Become Invaluable to Data Scientists appeared first on SmartData Collective.

NEC Adds Advanced Billing Capability to its Converged Core, Enabling Flexible Monetization Opportunities for MNOs in B2B and B2B2X Services

TOKYO, Feb 25, 2022 - (JCN Newswire) - NEC Corporation (TSE: 6701) today announced it has enhanced its Converged Core by launching a containerized Charging Gateway Function (CGF). This new Network Function (NF) provides significant flexibility in processing increasingly complex billing information, while also enabling mobile network operators (MNOs) to efficiently launch new charging models. This new flexible billing capability frees MNOs from legacy usage-based systems and allows for monetization strategies that closely match a specific use case.

5G networks are expected to provide end-users with various types of services built on enhanced Mobile Broadband (eMBB), Massive Machine Type Communications (mMTC) and Ultra-Reliable Low Latency Communications (URLLC). While a legacy billing model, such as flat-rate or usage-based billing, may fit for eMMB services, it will become inadequate as mMTC and URLLC services come to life in the coming years. For example, a Quality of Service model would be more suitable for a URLLC, with quality guarantees with discounts based on Service Level Agreements. mMTC billings, on the other hand, should be based on the number of concurrent connections for IoT devices, such as connected home appliances.

The CGF advanced billing capability is the latest addition to a suite of solutions called NEC Open Networks. NEC is leveraging its rich history of innovation in network architecture and telecommunications to lead our industry's transition to Open RAN for 5G. NEC's broad suite of solutions in this area is second to none, featuring disaggregated RAN components, xHaul transport, Core Networks, Operations Automation and professional Systems Integration - all enhanced by cloud-native accessibility and performance. Wireless operators can rely on NEC Open Networks to realize the real-world benefits of truly open 5G networks -- flexibility, improved speed of innovation and independence from proprietary solutions while taking advantage of the global accessibility and scalability of the cloud.

"This CGF functionality prepares our customers for the increased complexity they're likely to face as networks continue to support a growing number of connected devices," said Patrick Lopez, VP of Product Management for 5G Products, NEC. "Operators can feel free to make the best business decision when rolling out new services knowing that they have creative, nimble options in capturing revenues for those services."

NEC CGF is an NF that resides between the Converged Core and the billing system, helping MNOs improve their time to market with new solutions without modifying existing billing systems. This flexibility also provides the crucial ability to tailor billing to the diversified needs and requirements of each user. In addition, the fully cloud-native, containerized architecture of NEC Converged Core NFs, now including CGF, provides 5G networks with high scalability and resiliency.

NEC will be presenting its industry leading NEC Open Networks at MWC Barcelona 2022, at Fira Gran Via, Hall 2 2F10.

https://www.nec.com/en/event/mwc2022/

About NEC Corporation

NEC Corporation has established itself as a leader in the integration of IT and network technologies while promoting the brand statement of "Orchestrating a brighter world." NEC enables businesses and communities to adapt to rapid changes taking place in both society and the market as it provides for the social values of safety, security, fairness and efficiency to promote a more sustainable world where everyone has the chance to reach their full potential. For more information, visit NEC at https://www.nec.com.


Copyright 2022 JCN Newswire. All rights reserved. www.jcnnewswire.comNEC Corporation today announced it has enhanced its Converged Core by launching a containerized Charging Gateway Function (CGF).

What a successful digital transformation journey for financial services leads to in 2022

Banking and financial services leaders across the industry have been implementing projects of all sizes to address the challenges associated with digital transformation, but many have proven slow to show results — and it’s not getting any easier in 2022. Digital transformation progress continues to be elusive for so many due to the varying difficulties […]

SentinelOne Launches DataSet

With the launch, SentinelOne has appointed Rahul Ravulur to lead the new data analytics solution.

iboss Announced as Gold Winner Across Five Categories in the 2022…

Company Recognized for its Leading Zero Trust Edge Cloud Platform, which Reduces Cyber Risk and Prevents Breaches and Data Loss

(PRWeb February 15, 2022)

Read the full story at https://www.prweb.com/releases/iboss_announced_as_gold_winner_across_five_categories_in_the_2022_cybersecurity_excellence_awards/prweb18490006.htm

Office of Space Commerce rolls out prototype space catalog for traffic management

Commerce Department officials on Feb. 11 revealed a prototype for a space catalog and traffic software platform that would provide basic situational awareness and traffic management services.

The post Office of Space Commerce rolls out prototype space catalog for traffic management appeared first on SpaceNews.

Workflow of MLOps: Part 2 | Model Building

This article was published as a part of the Data Science Blogathon. This is the 2nd blog of the MLOps series. Introduction This article is part of an ongoing blog series on Machine Learning Operations(MLOps). In the previous article, we have gone through the introduction of MLOps. We have seen differences in traditional software development in […]

The post Workflow of MLOps: Part 2 | Model Building appeared first on Analytics Vidhya.

Bridging the Gap Between Training and Behavior

While employees want to do the right thing when it comes to protecting their organization from cyber threats, we cannot expect them to be perfect

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Deploying ML Models Using Kubernetes

This article was published as a part of the Data Science Blogathon. Introduction A Machine Learning solution to an unambiguously defined business problem is developed by a Data Scientist ot ML Engineer. The Model development process undergoes multiple iterations and finally, a model which has acceptable performance metrics on test data is taken to the production […]

The post Deploying ML Models Using Kubernetes appeared first on Analytics Vidhya.

Neptune.ai — A Metadata Store for MLOps

This article was published as a part of the Data Science Blogathon. A centralized location for research and production teams to govern models and experiments by storing metadata throughout the ML model lifecycle. Introduction When working on a machine learning project, it’s one thing to receive impressive results from a single model-training run. Keeping track of […]

The post Neptune.ai — A Metadata Store for MLOps appeared first on Analytics Vidhya.

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