ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller
"App\Controller\ArticleController::show"
_firewall_context
"security.firewall.map.context.main"
_links
Symfony\Component\WebLink\GenericLinkProvider {#3613
  -links: [
    3734 => Symfony\Component\WebLink\Link {#3734
      -href: "/build/runtime.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3732 => Symfony\Component\WebLink\Link {#3732
      -href: "/build/644.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3731 => Symfony\Component\WebLink\Link {#3731
      -href: "/build/502.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3730 => Symfony\Component\WebLink\Link {#3730
      -href: "/build/app.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3729 => Symfony\Component\WebLink\Link {#3729
      -href: "/build/view-more.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3728 => Symfony\Component\WebLink\Link {#3728
      -href: "/build/term-condition.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3727 => Symfony\Component\WebLink\Link {#3727
      -href: "/build/contact.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3726 => Symfony\Component\WebLink\Link {#3726
      -href: "/build/scroll-infinite-article.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3725 => Symfony\Component\WebLink\Link {#3725
      -href: "/build/app.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3724 => Symfony\Component\WebLink\Link {#3724
      -href: "/build/cookie-style.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3723 => Symfony\Component\WebLink\Link {#3723
      -href: "/build/term-condition-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3722 => Symfony\Component\WebLink\Link {#3722
      -href: "/build/contact-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3721 => Symfony\Component\WebLink\Link {#3721
      -href: "/build/comment-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
  ]
}
_route
"article_show"
_route_params
[
  "category" => "technology"
  "slug" => "adapting-enterprise-infrastructure-in-the-age-of-ai-why-and-how-with-nvidia"
]
_security_firewall_run
"_security_main"
_stopwatch_token
"3b7058"
category
"technology"
slug
"adapting-enterprise-infrastructure-in-the-age-of-ai-why-and-how-with-nvidia"

Request Headers

Header Value
accept
"*/*"
accept-encoding
"gzip, br, zstd, deflate"
connection
"close"
cookie
"care_did=47746b0b-0560-4dc5-9252-2a8d7eaf04f8"
host
"rct.dev.bbntimes.com"
user-agent
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-php-ob-level
"1"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control
"no-cache, private"
content-type
"text/html; charset=UTF-8"
date
"Wed, 15 Jan 2025 10:56:38 GMT"
link
"</build/runtime.js>; rel="preload"; as="script",</build/644.js>; rel="preload"; as="script",</build/502.js>; rel="preload"; as="script",</build/app.js>; rel="preload"; as="script",</build/view-more.js>; rel="preload"; as="script",</build/term-condition.js>; rel="preload"; as="script",</build/contact.js>; rel="preload"; as="script",</build/scroll-infinite-article.js>; rel="preload"; as="script",</build/app.css>; rel="preload"; as="style",</build/cookie-style.css>; rel="preload"; as="style",</build/term-condition-css.css>; rel="preload"; as="style",</build/contact-css.css>; rel="preload"; as="style",</build/comment-css.css>; rel="preload"; as="style""
x-debug-token
"7f72b0"

Cookies

Request Cookies

Key Value
care_did
"47746b0b-0560-4dc5-9252-2a8d7eaf04f8"

Response Cookies

No response cookies

Session 11

Session Metadata

Key Value
Created
"Wed, 15 Jan 25 10:56:37 +0000"
Last used
"Wed, 15 Jan 25 10:56:37 +0000"
Lifetime
0

Session Attributes

Attribute Value
_csrf/https-comment
"r_VE6sYmuqulLVoAeTYDA7Sr2TJ9n6ho2HtSYCYYjBo"
_csrf/https-cookie_accept
"c6nz0EOGj_10VFYsJqE1F-o-CmtOxZ_iZF7BrrpAZqY"

Session Usage

11 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
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    "line" => 76
    "function" => "start"
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    "type" => "->"
  ]
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-csrf/CsrfTokenManager.php"
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    "type" => "->"
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    "type" => "->"
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    "line" => 95
    "function" => "finishView"
    "class" => "Symfony\Component\Form\ResolvedFormType"
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    "line" => 128
    "function" => "finishView"
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    "class" => "Symfony\Component\Form\ResolvedFormType"
    "type" => "->"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/form/Form.php"
    "line" => 908
    "function" => "finishView"
    "class" => "Symfony\Component\Form\Extension\DataCollector\Proxy\ResolvedTypeDataCollectorProxy"
    "type" => "->"
  ]
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    "line" => 220
    "function" => "createView"
    "class" => "Symfony\Component\Form\Form"
    "type" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 181
    "function" => "show"
    "class" => "App\Controller\ArticleController"
    "type" => "->"
  ]
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 76
    "function" => "handleRaw"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Kernel.php"
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    "function" => "handle"
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    "type" => "->"
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    "function" => "handle"
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    "type" => "->"
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    "line" => 29
    "function" => "run"
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    "type" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
  ]
]
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
[
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-csrf/TokenStorage/SessionTokenStorage.php"
    "line" => 79
    "function" => "has"
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    "type" => "->"
  ]
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-csrf/CsrfTokenManager.php"
    "line" => 69
    "function" => "hasToken"
    "class" => "Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage"
    "type" => "->"
  ]
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/form/Extension/Csrf/Type/FormTypeCsrfExtension.php"
    "line" => 82
    "function" => "getToken"
    "class" => "Symfony\Component\Security\Csrf\CsrfTokenManager"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/form/ResolvedFormType.php"
    "line" => 134
    "function" => "finishView"
    "class" => "Symfony\Component\Form\Extension\Csrf\Type\FormTypeCsrfExtension"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/form/Extension/DataCollector/Proxy/ResolvedTypeDataCollectorProxy.php"
    "line" => 95
    "function" => "finishView"
    "class" => "Symfony\Component\Form\ResolvedFormType"
    "type" => "->"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/form/ResolvedFormType.php"
    "line" => 128
    "function" => "finishView"
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    "line" => 95
    "function" => "finishView"
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    "type" => "->"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/form/Form.php"
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    "line" => 220
    "function" => "createView"
    "class" => "Symfony\Component\Form\Form"
    "type" => "->"
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    "line" => 181
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    "class" => "App\Controller\ArticleController"
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    "type" => "->"
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    "line" => 5
    "args" => [
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:69
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    "function" => "set"
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    "type" => "->"
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    "function" => "createView"
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:52
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    "function" => "has"
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    "function" => "finishView"
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    "type" => "->"
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    "function" => "createView"
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    "line" => 181
    "function" => "show"
    "class" => "App\Controller\ArticleController"
    "type" => "->"
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App\Entity\Article {#1094
  -id: 17838
  -title: "Adapting Enterprise Infrastructure in the Age of AI: Why and How - with NVIDIA"
  -slug: "adapting-enterprise-infrastructure-in-the-age-of-ai-why-and-how-with-nvidia"
  -introtext: "<p>The integration of artificial intelligence (AI) into enterprise infrastructure has become a necessity.</p>\r\n"
  -content: """
    \r\n
    <p>Companies must adapt their systems to leverage AI's full potential, enhancing efficiency, decision-making, and innovation.</p>\r\n
    <p id="ember52" class="ember-view reader-content-blocks__paragraph">As AI is steadily delivering on the promise to boost efficiency, productivity<span class="white-space-pre"> </span><em>and<span class="white-space-pre"> </span></em>increasingly - sustainability - businesses are seeking to seize the 'AI Advantage' – from improved decision-making to automating tasks and rapidly heralding new business models, revenue streams and impact outcomes onto the horizon.</p>\r\n
    <p id="ember53" class="ember-view reader-content-blocks__paragraph">These benefits, along with industry-specific enhancements in finance, retail and pharmaceuticals as just 3 sector examples are fast becoming core to maintaining or gaining competitive advantage. And actualizing this? Well that increasingly necessitates constructing a scalable enterprise infrastructure that is fit for purpose to support Artificial Intelligence. Nvidia recently published a timely guide: 'Evolving Your Infrastructure for AI: Top Considerations for IT Leaders'<span class="white-space-pre"> </span></p>\r\n
    <p id="ember54" class="ember-view reader-content-blocks__paragraph">See 🔗<a class="app-aware-link " href="https://nvda.ws/44gF8dE" target="_self" data-test-app-aware-link>https://nvda.ws/44gF8dE</a><span class="white-space-pre"> </span>📌</p>\r\n
    <p id="ember55" class="ember-view reader-content-blocks__paragraph">But why does AI require this? What can enterprises do to evolve their internal IT to align with the new era of AI? Moreover in respect to Generative AI too with its 'easy-to-consume' applications such as ChatGPT, Stable Diffusion, DALL-E ... the list goes on... so does the implications! Let's explore this in more detail now.<span class="white-space-pre"> </span></p>\r\n
    <h3 id="ember57" class="ember-view reader-content-blocks__heading-3">AI is Becoming a Core Competency</h3>\r\n
    <p id="ember58" class="ember-view reader-content-blocks__paragraph">Recognizing AI as a core competency means making a move beyond the adoption of AI technologies to also adjust broader IT infrastructure 'to meet' AI. From investing in AI Research and Development, right through to cultivating a skilled workforce proficient in AI – and fostering a culture of innovation.</p>\r\n
    <p id="ember59" class="ember-view reader-content-blocks__paragraph">Large enterprises have the scale to make these investments – but it requires a sensible action plan, including knowing where current enterprise infrastructure might be lacking. But relying entirely on outside vendors/consultants and external knowledge for AI competency is really not an option. This is simply too intrinsic to growth and sustainability.<span class="white-space-pre"> </span></p>\r\n
    <p id="ember60" class="ember-view reader-content-blocks__paragraph">Much of this new competency must come from within internally, with<span class="white-space-pre"> </span><em>facilitation</em><span class="white-space-pre"> </span>from outside vendors/consultants and the fostering of internal and external knowledge exchange. More on why this knowledge context matters so much<span class="white-space-pre"> </span><a class="app-aware-link " href="https://academic-publishing.org/index.php/ejkm/article/view/1013" target="_self" data-test-app-aware-link>here</a><span class="white-space-pre"> </span>from original research. And this also means that enterprise technology infrastructure requires extensive adaptation too!<span class="white-space-pre"> </span></p>\r\n
    <h3><img src="/images/AI_is_Becoming_a_Core_Competency.png" alt="AI_is_Becoming_a_Core_Competency.png" width="602" height="355" /></h3>\r\n
    <h3 id="ember63" class="ember-view reader-content-blocks__heading-3">How Current Enterprise Infrastructure is Lacking</h3>\r\n
    <p id="ember64" class="ember-view reader-content-blocks__paragraph">AI thrives on vast amounts of data. Pre-AI enterprise infrastructure is often designed for smaller data-sets and can therefore struggle to store, process and analyse the vast volumes of data pre-requisite for effective AI. The same applies to sheer processing power: running complex AI algorithms requires almost brutal force and existing infrastructure might not be powerful enough to train internal AI models. Recent AI Enterprise Infrastructure<span class="white-space-pre"> </span><a class="app-aware-link " href="https://www.nvidia.com/en-gb/lp/data-center/forrester-challenge-of-ai-infrastructure/" target="_self" data-test-app-aware-link>research</a><span class="white-space-pre"> </span>conducted by<span class="white-space-pre"> </span><a class="app-aware-link " href="https://www.linkedin.com/company/forrester-research/" data-test-app-aware-link>Forrester</a><span class="white-space-pre"> </span>also highlights the costly pitfalls from 'Shadow IT' 👤👤</p>\r\n
    <p id="ember65" class="ember-view reader-content-blocks__paragraph">Security is a factor too as AI introduces new cyber security considerations across<span class="white-space-pre"> </span><strong>Data Security and Privacy</strong>,<span class="white-space-pre"> </span><strong>Model Security</strong>,<span class="white-space-pre"> </span><strong>Operational Security</strong>,<span class="white-space-pre"> </span><strong>Ethical and Responsible AI</strong>,<span class="white-space-pre"> </span><strong>Incident Response and Recovery</strong><span class="white-space-pre"> </span><em>and</em><span class="white-space-pre"> </span><strong>Collaborative Defense</strong>.<span class="white-space-pre"> </span></p>\r\n
    <p id="ember66" class="ember-view reader-content-blocks__paragraph">It is also worth considering how enterprise infrastructure integrates with AI applications: it does not work in isolation ⚙️ AI needs to integrate with existing IT systems for tasks like data exchange and results implementation – and this necessitates modernised infrastructure.</p>\r\n
    <p id="ember67" class="ember-view reader-content-blocks__paragraph">AI applications require a nimble, flexible environment with the ability to scale resources up and down as needed. Traditional, rigid IT systems lack agility: many enterprises rely on a collection of legacy systems that are ill-equipped to communicate with cutting-edge AI tools.</p>\r\n
    <p id="ember68" class="ember-view reader-content-blocks__paragraph">Costly workarounds do remain an option – but I believe a wholesale reimagination of enterprise IT for the AI Age is an optimal approach.</p>\r\n
    <h3 id="ember70" class="ember-view reader-content-blocks__heading-3">💡Five Ideas for Adapting Enterprise Infrastructure💡</h3>\r\n
    <p id="ember71" class="ember-view reader-content-blocks__paragraph">Nvidia is right at the core ;) of providing the raw computing power required to drive the AI age, something reflected in its recent recognition as one of<span class="white-space-pre"> </span><a class="app-aware-link " href="https://time.com/6980428/nvidia-2/" target="_self" data-test-app-aware-link>TIME</a>’s Most Influential Companies of 2024. And personally, I believe this success is also aligned to its commitment to couple technological advancement with that of learning advancement too, a great example being this new 🔗<a class="app-aware-link " href="https://nvda.ws/44gF8dE" target="_self" data-test-app-aware-link>guide</a><span class="white-space-pre"> </span>🔗packed with useful resources and advice which outlines how enterprises can go about refreshing their IT infrastructure to meet the demands and promises of AI.</p>\r\n
    <p id="ember72" class="ember-view reader-content-blocks__paragraph">The discussion centres around five principles – 1) taking a holistic viewpoint, 2) deciding on cloud modality, 3) the need for investment, 4) a focus on culture, and 5) thinking about budget.</p>\r\n
    <h3 id="ember74" class="ember-view reader-content-blocks__heading-3">Holistic Infrastructure Strategy</h3>\r\n
    <p id="ember75" class="ember-view reader-content-blocks__paragraph">Fast computation is just 1 piece 🧩 of the puzzle – but it’s an important piece. Whether it’s growing existing data centres or buying more capabilities in the cloud, enterprises must ensure they obtain the needed computing power at a cost that makes sense.</p>\r\n
    <p id="ember76" class="ember-view reader-content-blocks__paragraph">Large organisations must also plan for robust storage to handle massive datasets, high-bandwidth networking for rapid data transfer, and a software stack that optimizes model development and deployment.<span class="white-space-pre"> </span></p>\r\n
    <p id="ember77" class="ember-view reader-content-blocks__paragraph">Nvidia suggests that enterprises consider centralized<span class="white-space-pre"> </span><a class="app-aware-link " href="https://www.nvidia.com/en-gb/data-center/implementing-an-ai-center-of-excellence/" target="_self" data-test-app-aware-link>AI Centers of Excellence</a><span class="white-space-pre"> </span>to streamline the process of building out infrastructure by providing pre-configured infrastructure, tools, and governance, with the result of both improving ROI - and reducing risk.<span class="white-space-pre"> </span></p>\r\n
    <h3><img src="/images/Holistic_infrastructure_strategy.png" alt="Holistic_infrastructure_strategy.png" /></h3>\r\n
    <h3 id="ember80" class="ember-view reader-content-blocks__heading-3">Accelerated AI Infrastructure is Key</h3>\r\n
    <p id="ember81" class="ember-view reader-content-blocks__paragraph">A core point is the need to invest in specialized hardware such as GPUs or AI-optimized chips for the heavy lifting of model training and inference. Conventional computing power in conventional data centres simply cant do this.</p>\r\n
    <p id="ember82" class="ember-view reader-content-blocks__paragraph">New to the enterprise IT stack would be the needed software: designed for parallel processing and efficient resource utilization. It’s a foundation critical to handling large datasets, iterating quickly on models, and deploying AI solutions at scale. Enterprises should arguably start fresh with AI infrastructure, building AI-optimised computing power from the ground up 🆙<span class="white-space-pre"> </span></p>\r\n
    <h3 id="ember84" class="ember-view reader-content-blocks__heading-3">☁️ Cloud, On-Premises, or Hybrid?<span class="white-space-pre"> </span></h3>\r\n
    <p id="ember85" class="ember-view reader-content-blocks__paragraph">There’s a choice to be made around the location of AI infrastructure. Cloud offers scalability, flexibility, and access to cutting-edge AI tools/services, making it ideal for rapid experimentation.</p>\r\n
    <p id="ember86" class="ember-view reader-content-blocks__paragraph">On-premises solutions may be more suited where strict data regulations are a factor, or where long-term cost predictability is paramount: which it may well be given how resource-intensive AI is.</p>\r\n
    <p id="ember87" class="ember-view reader-content-blocks__paragraph">Nvidia also suggests that a hybrid approach balances flexibility and control, allowing you to leverage the cloud for development or bursting, while keeping core operations and sensitive data on-premises.</p>\r\n
    <p id="ember88" class="ember-view reader-content-blocks__paragraph">This is also reflected in the latest AI Enterprise Infrastructure<span class="white-space-pre"> </span><a class="app-aware-link " href="https://www.nvidia.com/en-gb/lp/data-center/forrester-challenge-of-ai-infrastructure/" target="_self" data-test-app-aware-link>research</a><span class="white-space-pre"> </span>conducted by<span class="white-space-pre"> </span><a class="app-aware-link " href="https://www.linkedin.com/company/forrester-research/" target="_self" data-test-app-aware-link>Forrester</a><span class="white-space-pre"> </span>which finds that AI is easier with on-premises infrastructure, with 9 out of 10 enterprise respondents committed to the hybrid cloud.</p>\r\n
    <h3><img src="/images/Build_a_skilled_AI_team.jpeg" alt="Build_a_skilled_AI_team.jpeg" width="600" height="337" /></h3>\r\n
    <h3 id="ember91" class="ember-view reader-content-blocks__heading-3">Build a Skilled AI Team</h3>\r\n
    <p id="ember92" class="ember-view reader-content-blocks__paragraph">Imperative skills today include data literacy across the reading, understanding, interpretation and critical evaluation of data and<em><span class="white-space-pre"> </span>‘the how’<span class="white-space-pre"> </span></em>of both drawing conclusions and communicating data effectively, with specific skills such as<span class="white-space-pre"> </span><a class="app-aware-link " href="https://www.timeshighereducation.com/campus/equipping-students-data-skills-navigate-aidriven-world" target="_self" data-test-app-aware-link>prompt engineering</a><span class="white-space-pre"> </span>growing in prominence. AI Fluency, the skill to 'understand and work with AI' will soon become<span class="white-space-pre"> </span><a class="app-aware-link " href="https://x.com/hashtag/essential?src=hashtag_click" target="_self" data-test-app-aware-link>essential</a>, akin to working with PCs. So how can these needs be best supported?</p>\r\n
    <p id="ember93" class="ember-view reader-content-blocks__paragraph">Reflecting on the new<span class="white-space-pre"> </span><a class="app-aware-link " href="https://nvda.ws/44gF8dE" target="_self" data-test-app-aware-link>study</a><span class="white-space-pre"> </span>insights, this necessitates a combination of upskilling existing IT staff through training in AI frameworks, cloud deployment, and data engineering.&nbsp; If hiring, Nivida suggest companies should prioritize cloud platform expertise, alongside proficiency in DevOps – this helps to ensure the streamlined CI/CD pipelines needed for iterative AI app development -which also reduces risk. Data scientists who understand the nuances of AI model development are also pivotal to successful teams.</p>\r\n
    <p id="ember94" class="ember-view reader-content-blocks__paragraph">The global IT skills shortage makes building a dedicated AI infrastructure challenging – putting this into context,&nbsp; the latest research from<span class="white-space-pre"> </span><a class="app-aware-link " href="https://www.idc.com/getdoc.jsp?containerId=prUS52128824" target="_self" data-test-app-aware-link>IDC</a><span class="white-space-pre"> </span>predicts that over 90% of organizations worldwide will feel the pain of the IT skills crisis by 2026, this equates to c. $5.5 trillion in losses caused by product delays, reduced competitiveness, and ultimately loss of business. As an alternative, AI training and certification programs can upskill an existing team: deployment and management solutions can also help.</p>\r\n
    <h3 id="ember96" class="ember-view reader-content-blocks__heading-3">Balance Budget with Long-Term Goals</h3>\r\n
    <p id="ember97" class="ember-view reader-content-blocks__paragraph">Enterprises should never focus solely on upfront investment (TCO); factor in ROI and the ability to scale AI initiatives. Cloud solutions can offer lower initial costs but you should also consider long-term expenses and potential vendor lock-in.</p>\r\n
    <p id="ember98" class="ember-view reader-content-blocks__paragraph">The cloud offers a budget-friendly entry point for AI by reducing upfront costs (CapEx) in favour of ongoing fees (OpEx). However, long-term cloud expenses can rise. Enterprise IT leaders should assess the TCO over time: data storage, compute needs, and maintenance.</p>\r\n
    <p id="ember99" class="ember-view reader-content-blocks__paragraph">Without a doubt, accelerated computing optimizes energy efficiency and cost in the long run, especially for resource-intensive AI workloads – and budgeting is critical.</p>\r\n
    <h3 id="ember101" class="ember-view reader-content-blocks__heading-3">Opportunity in Transformation</h3>\r\n
    <p id="ember102" class="ember-view reader-content-blocks__paragraph">The AI revolution demands a corresponding transformation of enterprise infrastructure – a transformation can enable companies to reap the benefits of improved decision-making, automation, and new business models.</p>\r\n
    <p id="ember103" class="ember-view reader-content-blocks__paragraph">But large organisations in particular must develop in-house AI expertise to ride the AI wave - or more accurately and to borrow a surfing term to '<strong><em>shred'</em></strong><span class="white-space-pre"> </span>- and aggressively ride the wave to the fullest. Relying on external vendors and advisors alone won’t make the cut ✂️ – only in-house capabilities will give enterprises the fullest opportunity to gain a decisive advantage and seize the opportunities of our AI-(em)powered future.</p>\r\n
    <p id="ember104" class="ember-view reader-content-blocks__paragraph">And a quick reminder that you can freely access the<span class="white-space-pre"> </span><a class="app-aware-link " href="https://www.linkedin.com/company/nvidia/" data-test-app-aware-link>NVIDIA</a><span class="white-space-pre"> </span>guide: 'Evolving Your Infrastructure for AI: Top Considerations for IT Leaders' below: 🔗<a class="app-aware-link " href="https://nvda.ws/44gF8dE" target="_self" data-test-app-aware-link>https://nvda.ws/44gF8dE</a><span class="white-space-pre"> </span>📌</p>\r\n
    <p id="ember105" class="ember-view reader-content-blocks__paragraph">All feedback most welcome 🗨️</p>\r\n
    <p id="ember106" class="ember-view reader-content-blocks__paragraph">Many thanks! Sally<span class="white-space-pre"> </span></p>\r\n
    <p id="ember108" class="ember-view reader-content-blocks__paragraph"><strong>About the Author</strong></p>\r\n
    <p id="ember109" class="ember-view reader-content-blocks__paragraph">A highly experienced chief technology officer, senator for advanced technologies, and a global strategic advisor on digital transformation, Sally Eaves specialises in the application of emergent technologies, notably AI, 5<a href="/technology/the-5g-revolution-empowered-by-ai-and-automation-in-the-telecommunications-sector" target="_blank" rel="noopener">G</a>, cloud, security, and <a href="/technology/what-is-the-definition-of-iot-unraveling-the-internet-of-things" target="_blank" rel="noopener">IoT</a> disciplines, for business and <a href="/technology/mind-the-gaps-in-digital-maturity-investment-in-technology-culture-talent-insights-2024-digital-transformation-nextgen-tech-broadridge-study" target="_blank" rel="noopener">IT transformation</a>, alongside social impact at scale, especially from sustainability and DEI perspectives.</p>\r\n
    <p id="ember110" class="ember-view reader-content-blocks__paragraph">An international keynote speaker and author, Sally was an inaugural recipient of the Frontier Technology and Social Impact award, presented at the United Nations, and has been described as the "torchbearer for ethical tech", founding Aspirational Futures to enhance inclusion, diversity, equity, and belonging in the technology space and beyond. Sally is also the chair for the Global Cyber Trust at GFCYBER.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1718748470 {#1145
    date: 2024-06-18 22:07:50.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1718751807 {#1150
    date: 2024-06-18 23:03:27.0 UTC (+00:00)
  }
  -deletedAt: null
  -category: App\Entity\Category {#445 …}
  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 1884
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1718748470 {#1148
    date: 2024-06-18 22:07:50.0 UTC (+00:00)
  }
  -metakey: "Adapting Enterprise Infrastructure in the Age of AI: Why and How - with NVIDIA"
  -metadesc: "The integration of artificial intelligence (AI) into enterprise infrastructure has become a necessity."
  -robots: null
  -publishedAt: DateTime @1718748470 {#1147
    date: 2024-06-18 22:07:50.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = d66e68)

Key Value
_controller
"App\Controller\AppController::renderFooter"
_format
"html"
_locale
"en"
_stopwatch_token
"3c91d3"

CookieController :: renderCookie (token = 428ea9)

Key Value
_controller
"App\Controller\CookieController::renderCookie"
_format
"html"
_locale
"en"
_stopwatch_token
"b5b082"