Most of the large companies and institutions we cover here at The Next Platform have already been in the AI/ML trenches, particularly the hyperscale web and media companies (where much of this work began) and in high performance computing. …
Aspiration Versus Action for Enterprise AI was written by Nicole Hemsoth at The Next Platform.
In its short lifetime, Vast Data has been able to put its stamp on a fast-changing data storage market. …
Vast Data Eyes A Role In The Datacenter Beyond Storage was written by Jeffrey Burt at The Next Platform.
Monitoring is a critical part of any computer system that has been brought in to a production-ready state. No IT system exists in true isolation, and even the simplest systems interact in interesting ways with the systems “surrounding” them. Since compute time, memory, and long-term storage are all finite, it’s necessary at the very least to understand how these things are being allocated.
Perhaps this question seems contrived. However, it’s always worth spending a moment thinking about reasons before adding any technical complexity to a distributed system! After all, they are already quite complicated! So why does the Calico eBPF data plane support metrics through Prometheus and Grafana?
Well, the Calico eBPF data plane is production ready and widely deployed, so a well-configured Kubernetes cluster with the Calico eBPF data plane correctly enabled will be stable and reliable. However, distributed systems are inherently complex and when dealing with them, it is generally good practice to instrument and baseline metrics wherever they are available. Doing so provides many benefits, especially for capacity planning, change management, and as an early-warning or smoke-testing system.
Additionally, seeing a running distributed system fully instrumented can be Continue reading
The Full Stack Journey is back for 2022, and kicking off the year Scott shares recommendations for learning new technologies based on his own career experiences and the technology transitions he's lived through, including virtualization to networking and networking to containers. Scott also shares four key takeaways for learners in the tech industry.
The post Full Stack Journey 062: Advice And Recommendations For Tech Learners appeared first on Packet Pushers.
This article was originally posted on the Packet Pushers Ignition site on June 15, 2021. There’s a growing need at the provider edge to let customers provision services closer to users and data sources. What do I mean by the ‘provider edge’? In the case of application infrastructure with low-latency connectivity for mobile, industrial, and […]
The post VaporIO Brings Infrastructure, Networking On-Demand For Dynamic Edge Services, And VMware Is Interested appeared first on Packet Pushers.
One of ipSpace.net subscribers asked for my opinion about Adaptive IP, a concept promoted by one of the optical connectivity vendors. As he put it:
My interest in Carrier Ethernet moving up to Layer 3 is to see if it would be something to account for in the future.
A quick search resulted in a marketecture using Segment Routing (of course) and an SDN controller (what else could one be using today) using Path Computation Element Protocol (PCEP) to program the network devices… and then I hit a regwall. They wanted to collect my personal details to grace me with their whitepaper, and I couldn’t find even a link to the product documentation.
One of ipSpace.net subscribers asked for my opinion about Adaptive IP, a concept promoted by one of the optical connectivity vendors. As he put it:
My interest in Carrier Ethernet moving up to Layer 3 is to see if it would be something to account for in the future.
A quick search resulted in a marketecture using Segment Routing (of course) and an SDN controller (what else could one be using today) using Path Computation Element Protocol (PCEP) to program the network devices… and then I hit a regwall. They wanted to collect my personal details to grace me with their whitepaper, and I couldn’t find even a link to the product documentation.
On today’s Tech Bytes podcast we’re talking security clouds; that is, cloud services that offer capabilities including firewalls, traffic inspection, Web gateways, and more. We explore why these clouds aren’t all the same, and why the architecture, including networking, makes a difference. Netskope is this episode's sponsor.
The post Tech Bytes: Why Network Design Matters For Security Clouds (Sponsored) appeared first on Packet Pushers.
This is a guest post by Ankit Sirmorya. Ankit is working as a Machine Learning Lead/Sr. Machine Learning Engineer at Amazon and has led several machine-learning initiatives across the Amazon ecosystem. Ankit has been working on applying machine learning to solve ambiguous business problems and improve customer experience. For instance, he created a platform for experimenting with different hypotheses on Amazon product pages using reinforcement learning techniques. Currently, he is in the Alexa Shopping organization where he is developing machine-learning-based solutions to send personalized reorder hints to customers for improving their experience.
Design a location-based social search application similar to Tinder which if often used as a dating service. It allows users to use a swiping motion to like (swipe right) or dislike (swipe left) other users, and allows users to chat if both parties like each other(a “match”).