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AI-Driven Intent-Based Networking: The Future of Network Management Using AI

DZone

As networks scale exponentially, classical topologies and designs are struggling to keep in sync with the rapidly evolving demands of the modern IT infrastructure. Traditional intent-based networking (IBN) evolved from software-defined networking (SDN). What Is Intent-Based Networking?

Network 162
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Six causes of major software outages–And how to avoid them

Dynatrace

As recent events have demonstrated, major software outages are an ever-present threat in our increasingly digital world. From business operations to personal communication, the reliance on software and cloud infrastructure is only increasing. Software bugs Software bugs and bad code releases are common culprits behind tech outages.

Software 290
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Virtualization in SDN: Unleashing the Power of Software-Defined Networking

DZone

The convergence of software and networking technologies has cleared the way for ground-breaking advancements in the field of modern networking. One such breakthrough is Software-Defined Networking (SDN), a game-changing method of network administration that adds flexibility, efficiency, and scalability.

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Building Resiliency With Effective Error Management

DZone

Hardware - servers/storage hardware/software faults such as disk failure, disk full, other hardware failures, servers running out of allocated resources, server software behaving abnormally, intra DC network connectivity issues, etc. Redundancy by building additional data centers.

Hardware 243
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AI Flame Graphs

Brendan Gregg

At Intel we've been creating a new analyzer tool to help reduce AI costs called AI Flame Graphs : a visualization that shows an AI accelerator or GPU hardware profile along with the full software stack, based on my CPU flame graphs. It's designed to be easy and low-overhead , just like a CPU profiler.

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Compatibility Testing: Checklists and Crucial Things You Need to Know About It

DZone

Development and designing are crucial, yet equally significant is making sure that you have developed the software product as per the necessities. Put simply, the compatibility of the software is checked for distinct environments and platforms. What Is the Compatibility Test?

Testing 246
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Software AI Accelerators: AI Performance Boost for Free

DZone

This has not only led to AI acceleration being incorporated into common chip architectures such as CPUs, GPUs, and FPGAs but also mushroomed a class of dedicated hardware AI accelerators specifically designed to accelerate artificial neural networks and machine learning applications.

Software 130