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Transforming Telecom With AI/ML: A Deep Dive Into Smart Networks

DZone

The telecommunications industry has become an indispensable part of our interconnected society, fueling various functions ranging from traditional calls to lightning-fast Internet and the ever-expanding Internet of Things ( IoT ). Here's an example of how machine learning can optimize network performance:

Network 173
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Globalizing Productions with Netflix’s Media Production Suite

The Netflix TechBlog

Moving media into the cloud introduces new challenges for production and post ramping up to meet the operational and technological hurdles this poses. Depending on the market, or production budget, cutting-edge technology might not be available or affordable.

Media 203
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How To Configure A ‘Kerberized’ Kafka Deployment For ClickHouse

DZone

Kerberos is a secure authentication protocol for networked systems. It was developed at the Massachusetts Institute of Technology (MIT) and was first released in the 1980s. The protocol provides secure authentication of users and services, allowing them to communicate over an insecure network such as the Internet.

Internet 262
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Six causes of major software outages–And how to avoid them

Dynatrace

They may stem from software bugs, cyberattacks, surges in demand, issues with backup processes, network problems, or human errors. To manage high demand, companies should invest in scalable infrastructure , load-balancing, and load-scaling technologies. Let’s explore each of these elements and what organizations can do to avoid them.

Software 290
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Simplify complex cloud-native environments with AI-driven observability

Dynatrace

The latest State of Observability 2024 report shows that 86% of interviewed technology leaders see an explosion of data beyond humans’ ability to manage it. OpenPipeline also incorporates data contextualization technology, enriching data with metadata and linking it to other relevant data sources.

Cloud 299
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Hyper Scale VPC Flow Logs enrichment to provide Network Insight

The Netflix TechBlog

Without having network visibility, it’s not possible to improve our reliability, security and capacity posture. Network Availability: The expected continued growth of our ecosystem makes it difficult to understand our network bottlenecks and potential limits we may be reaching. 43416 5001 52.213.180.42

Network 154
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Leveraging ML-Based Anomaly Detection for 4G Networks Optimization

DZone

While the technology is far from perfect, the advancements in ML allow other industries to benefit as well. In this article, we will look at our own research on how to make the operations of internet providers more effective. As an example, you can envision a massive area with big cities, little towns, or forests that span for miles.

Network 130