BrandPost: How AI and ML Strengthen Networks

The explosion of interest in AI in 2023 has been primarily driven by the widespread availability of Generative AI, but Network Artificial Intelligence (AI) and Machine Learning (ML) have been at work for far longer. In this article, we're highlighting three interesting use cases to build a clearer picture of what’s happening now and where we’re going.1. AI Enhancing Network End-User ExperienceAI is being utilized to help NetOps teams manage the network end-user experience. This involves using AI and ML for efficient data collection, processing, and selection to rapidly identify and expose the most relevant information. AIOps allows network operators to correlate events across the tool stack and other data sources within your network, identify root causes and recurring issues across different environments, and assign collaboration projects for the appropriate operators and teams.To read this article in full, please click here

BrandPost: How AI and ML Strengthen Networks

The explosion of interest in AI in 2023 has been primarily driven by the widespread availability of Generative AI, but Network Artificial Intelligence (AI) and Machine Learning (ML) have been at work for far longer. In this article, we're highlighting three interesting use cases to build a clearer picture of what’s happening now and where we’re going.1. AI Enhancing Network End-User ExperienceAI is being utilized to help NetOps teams manage the network end-user experience. This involves using AI and ML for efficient data collection, processing, and selection to rapidly identify and expose the most relevant information. AIOps allows network operators to correlate events across the tool stack and other data sources within your network, identify root causes and recurring issues across different environments, and assign collaboration projects for the appropriate operators and teams.To read this article in full, please click here

The New UXL Foundation’s Has a Bold Blueprint for Open Acceleration

Heterogeneous computing is clearly here to stay but now’s the time to get down to brass tacks and start addressing standards, portability, and other elements common to maturing technologies. …

The post The New UXL Foundation’s Has a Bold Blueprint for Open Acceleration first appeared on The Next Platform.

The New UXL Foundation’s Has a Bold Blueprint for Open Acceleration was written by Nicole Hemsoth Prickett at The Next Platform.

Heavy Wireless 011: How You Can Participate In The Wi-Fi Awards 2023

The Wi-Fi Awards is an industry effort to recognize excellence and achievements in the wireless community. There are award categories for companies, products, and individuals. Award recipients are determined by a committee and by community votes. Today's Heavy Wireless explores the origins of the Wi-Fi Awards, discusses different award categories and the importance of recognizing individuals. We also discuss the nomination and selection process, and how listeners can nominate candidates.

Heavy Wireless 011: How You Can Participate In The Wi-Fi Awards 2023

The Wi-Fi Awards is an industry effort to recognize excellence and achievements in the wireless community. There are award categories for companies, products, and individuals. Award recipients are determined by a committee and by community votes. Today's Heavy Wireless explores the origins of the Wi-Fi Awards, discusses different award categories and the importance of recognizing individuals. We also discuss the nomination and selection process, and how listeners can nominate candidates.

The post Heavy Wireless 011: How You Can Participate In The Wi-Fi Awards 2023 appeared first on Packet Pushers.

BrandPost: AI and the business of IT transformation

By: Trent Fierro, Blog Contributor.While digital transformation is a heavily discussed topic, the idea that IT organizations must think differently and adapt to change is rarely mentioned. There’s an expectation that the person with 10 to 15 years of experience using CLI commands will embrace the cloud, templates, and AIOps (AI for IT operations) without hesitation. That they will jump at the chance of using something new and exciting. Wrong!IT transformation involves technology advancements, people, and a new way of looking at processes and outcomes. What this means is that a network refresh usually turns into a discussion on how modern technology helps the team deliver a better user experience. Everyone from the CIO on down is looking for efficiency, and oddly, a way to preserve some form of normalcy.To read this article in full, please click here

BrandPost: AI and the business of IT transformation

By: Trent Fierro, Blog Contributor.While digital transformation is a heavily discussed topic, the idea that IT organizations must think differently and adapt to change is rarely mentioned. There’s an expectation that the person with 10 to 15 years of experience using CLI commands will embrace the cloud, templates, and AIOps (AI for IT operations) without hesitation. That they will jump at the chance of using something new and exciting. Wrong!IT transformation involves technology advancements, people, and a new way of looking at processes and outcomes. What this means is that a network refresh usually turns into a discussion on how modern technology helps the team deliver a better user experience. Everyone from the CIO on down is looking for efficiency, and oddly, a way to preserve some form of normalcy.To read this article in full, please click here

Full Stack Journey 082: Inside Talos Linux – The Distro Built For Kubernetes

Today's Full Stack Journey dives into Talos Linux, a "fit-for-purpose OS" designed for running Kubernetes. Host Scott Lowe speaks with Andrew Rynhard about Talos Linux and Sidero Labs, the company behind the Talos open source project. They discuss how Talos differs from other distributions, the concept of machine Linux, how Talos is designed for Kubernetes, and more.

The post Full Stack Journey 082: Inside Talos Linux – The Distro Built For Kubernetes appeared first on Packet Pushers.

Network observability tools promise benefits, but obstacles hinder results

Many IT organizations see the value of using network observability tools to improve end-user experience, increase innovation, and speed problem resolution, but IT pros also believe obstacles could hamper a broader adoption of the technology. Complex networks represent a challenge when IT pros need to gain visibility into each component and stop along the path an application travels from user request to service delivery. With private and cloud networks intertwined with corporate networks and the Internet, there are often gaps in visibility, which makes it more difficult to prevent and spot problems, according to new research from SolarWinds.To read this article in full, please click here

Network observability tools promise benefits, but obstacles hinder results

Many IT organizations see the value of using network observability tools to improve end-user experience, increase innovation, and speed problem resolution, but IT pros also believe obstacles could hamper a broader adoption of the technology. Complex networks represent a challenge when IT pros need to gain visibility into each component and stop along the path an application travels from user request to service delivery. With private and cloud networks intertwined with corporate networks and the Internet, there are often gaps in visibility, which makes it more difficult to prevent and spot problems, according to new research from SolarWinds.To read this article in full, please click here

New! Rate Limiting analytics and throttling

New! Rate Limiting analytics and throttling
New! Rate Limiting analytics and throttling

Rate Limiting rules are essential in the toolbox of security professionals as they are very effective in managing targeted volumetric attacks, takeover attempts, scraping bots, or API abuse. Over the years we have received a lot of feature requests from users, but two stand out: suggesting rate limiting thresholds and implementing a throttle behavior. Today we released both to Enterprise customers!

When creating a rate limit rule, one of the common questions is “what rate should I put in to block malicious traffic without affecting legitimate users?”. If your traffic is authenticated, API Gateway will suggest thresholds based on auth IDs (such a session-id, cookie, or API key). However, when you don’t have authentication headers, you will need to create IP-based rules (like for a ‘/login’ endpoint) and you are left guessing the threshold. From today, we provide analytics tools to determine what rate of requests can be used for your rule.

So far, a rate limit rule could be created with log, challenge, or block action. When ‘block’ is selected, all requests from the same source (for example, IP) were blocked for the timeout period. Sometimes this is not ideal, as you would rather selectively block/allow requests to Continue reading

Names, Addresses and Routes

It always helps to figure out the challenges of a problem you’re planning to solve, and to have a well-defined terminology. This blog post will mention a few challenges we might encounter while addressing various layers of the networking stack, from data-link layer and all the way up to the application layer, and introduce the concepts of names, addresses and routes.

According to Martin Fowler, one of the best quotes I found on the topic originally came from Phil Karlton:

Read more …

Names, Addresses and Routes

It always helps to figure out the challenges of a problem you’re planning to solve, and to have a well-defined terminology. This blog post will mention a few challenges we might encounter while addressing various layers of the networking stack, from data-link layer and all the way up to the application layer, and introduce the concepts of names, addresses and routes.

According to Martin Fowler, one of the best quotes I found on the topic originally came from Phil Karlton:

Read more …

Wi-Fi 6E Won’t Make a Difference

It’s finally here. The vaunted day when the newest iPhone model has Wi-Fi 6E. You’d be forgiven for missing it. It wasn’t mentioned as a flagship feature in the keynote. I had to unearth it in the tech specs page linked above. The trumpets didn’t sound heralding the coming of a new paradigm shift. In fact, you’d be hard pressed to find anyone that even cares in the long run. Even the rumor mill had moved on before the iPhone 15 was even released. If this is the technological innovation we’ve all been waiting for, why does it sound like no one cares?

Newer Is Better

I might be overselling the importance of Wi-Fi 6E just a bit, but that’s because I talk to a lot of wireless engineers. More than a couple of them had said they weren’t even going to bother upgrading to the new USB-C wonder phone unless it had Wi-Fi 6E. Of course, I didn’t do a survey to find out how many of them had 6E-capable access points at home, either. I’d bet the number was 100%. I’d be willing to be the survey of people outside of that sphere looking to buy an iPhone Continue reading

AMD Finishes Out The Zen4 Server CPUs With Edgy “Siena”

Different workloads need different mixes of price, performance, thermals, and longevity in the field out there on the edge and in the datacenter, and that is why server CPU makers for years have had a mix of processors that deliver on these vectors that are different from each other. …

The post AMD Finishes Out The Zen4 Server CPUs With Edgy “Siena” first appeared on The Next Platform.

AMD Finishes Out The Zen4 Server CPUs With Edgy “Siena” was written by Timothy Prickett Morgan at The Next Platform.

VMware NSX Bare Metal Edge Performance

Every cloud environment is rooted in virtualization and is defined by three pillars: network virtualization, server virtualization, and storage virtualization. The VMware NSX Edge Node plays an essential role in virtualizing networking and security services. The throughput supported by the NSX Edge Node is critical for the entire ecosystem and network services running on it.

In this blog, we outline NSX Bare Metal Edge performance for customers implementing Bare Metal Edge for their virtual networking infrastructure.  Using NSX Bare Metal Edge (with no services running) with 4x100Gbp interfaces, RFC2544 performance tests yielded a North-South throughput of up to 388 Gbps (97%-line rate) and up to 3 Tbps for the entire cluster (when using 8 Edge Nodes), providing significant throughput for North-South traffic in the virtual network infrastructure.

Please refer to VMware NSX Bare Metal Edge Performance white paper for more information on test and settings used to achieve these results.

Key Hardware Considerations for NSX Bare Metal Edge

The choice of hardware for the NSX Bare Metal Edge is driven by bandwidth requirements and the throughput you want to achieve. Key considerations include:

  • Physical NIC: Consider the bandwidth, connectivity, and resiliency requirements for the Bare Metal Edge.
  • CPU: NSX Continue reading

Network Break 447: Cisco Chases AI Ethernet Fabrics With New Silicon One ASICs; Nokia Announces Routers With Custom Silicon

Today on Network Break we get a plethora of networking news, including Cisco rolling out new custom Ethernet switch ASICs to compete for AI fabrics. Nokia announces new routers also boasting custom silicon, Intel makes noise about the Thunderbolt 5 connector, Marvell touts ASICs for automotive Ethernet, the AfriNIC registry goes into receivership, and more tech news.

Network Break 447: Cisco Chases AI Ethernet Fabrics With New Silicon One ASICs; Nokia Announces Routers With Custom Silicon

Today on Network Break we get a plethora of networking news, including Cisco rolling out new custom Ethernet switch ASICs to compete for AI fabrics. Nokia announces new routers also boasting custom silicon, Intel makes noise about the Thunderbolt 5 connector, Marvell touts ASICs for automotive Ethernet, the AfriNIC registry goes into receivership, and more tech news.

The post Network Break 447: Cisco Chases AI Ethernet Fabrics With New Silicon One ASICs; Nokia Announces Routers With Custom Silicon appeared first on Packet Pushers.

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