<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:wfw="http://wellformedweb.org/CommentAPI/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:sy="http://purl.org/rss/1.0/modules/syndication/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/" > <channel> <title>Ace Cloud Archives - i Business Day</title> <atom:link href="https://ibusinessday.com/tag/ace-cloud/feed/" rel="self" type="application/rss+xml" /> <link>https://ibusinessday.com/tag/ace-cloud/</link> <description>Just another WordPress site</description> <lastBuildDate>Thu, 09 Feb 2023 06:50:39 +0000</lastBuildDate> <language>en-US</language> <sy:updatePeriod> hourly </sy:updatePeriod> <sy:updateFrequency> 1 </sy:updateFrequency> <generator>https://wordpress.org/?v=6.7.1</generator> <image> <url>https://ibusinessday.com/wp-content/uploads/2021/08/cropped-iBusinessday_fav-32x32.png</url> <title>Ace Cloud Archives - i Business Day</title> <link>https://ibusinessday.com/tag/ace-cloud/</link> <width>32</width> <height>32</height> </image> <item> <title>GPUs in Deep Learning: A Performance Comparison</title> <link>https://ibusinessday.com/gpus-in-deep-learning-a-performance-comparison/</link> <dc:creator><![CDATA[PrernaR10]]></dc:creator> <pubDate>Thu, 09 Feb 2023 06:49:58 +0000</pubDate> <category><![CDATA[Technology]]></category> <category><![CDATA[Ace Cloud]]></category> <category><![CDATA[gpu]]></category> <category><![CDATA[NVIDIA A100 GPU]]></category> <guid isPermaLink="false">https://ibusinessday.com/?p=81460</guid> <description><![CDATA[<p>The performance of aGPU is important for deep learning tasks. In this blog post, we’ll take a look at how different GPUs perform on two common deep learning tasks: training a neural network and running inference on that trained neural network. We’ll also compare the cost of each GPU. Finally, we’ll provide some tips on […]</p> <p>The post <a href="https://ibusinessday.com/gpus-in-deep-learning-a-performance-comparison/">GPUs in Deep Learning: A Performance Comparison</a> appeared first on <a href="https://ibusinessday.com">i Business Day</a>.</p> ]]></description> <content:encoded><![CDATA[<p>The performance of aGPU is important for deep learning tasks. In this blog post, we’ll take a look at how different GPUs perform on two common deep learning tasks: training a neural network and running inference on that trained neural network.</p> <p>We’ll also compare the cost of each GPU. Finally, we’ll provide some tips on how to choose the right GPU for your deep learning needs.</p> <h2>What are GPUs and how are they used in deep learning applications?</h2> <p>GPUs, or Graphics Processing Units, are special types of processors found in computers. They are specificially used to handle the computationally intensive tasks required for graphics and multimedia.</p> <p>Recently, GPUs have become extremely popular within the field of deep learning applications. By harnessing the power these GPUs offer for parallel computing, deep learning algorithms can be trained faster and better than ever before; allowing more complex models to be built.</p> <p>Advanced features like emulating neural network structures can also be programmed into GPU chipsets; permitting machines to learn more efficiently and accurately recognize patterns.</p> <p>As such, it’s no surprise that GPUs are increasingly present in a wide range of artificial intelligence projects and products that we use every day.</p> <h3>Why is performance important when choosing a GPU for deep learning tasks?</h3> <p>When it comes to GPUs for deep learning, performance is of paramount importance. This is because the speed and accuracy of a GPU greatly impacts its ability to effectively carry out intensive deep learning tasks.</p> <p>A faster<strong> <a href="https://www.acecloudhosting.com/public-cloud/gpu/">GPU</a></strong> can process more information quickly and accurately, so it is essential to consider factors such as speed and memory when choosing one for your deep learning needs.</p> <p>The best GPUs should be able to handle any data set given to them with ease; their processing power enables them to process vast amounts of data quickly, allowing for better accuracy and testing capabilities.</p> <p>In addition, a powerful GPU ensures smoother operations regardless of how complex the task or environment may be. For these reasons, performance should always be taken into account when selecting a GPU for deep learning tasks.</p> <h3>A comparison of the top three GPUs for deep learning performance</h3> <p>With the rise of applications that utilize deep learning, selecting an appropriate GPU is essential to maximize performance.</p> <p>When looking at deep learning performance, the top three GPUs are the NVIDIA GeForce RTX 2080 Ti, the AMD Radeon VII and the NVIDIA Titan RTX.</p> <p>The GeForce RTX 2080 Ti offers great balance between cost effectiveness and power with its 11GB of GDDR6 memory and 4352 CUDA Cores. For those seeking a more powerful option, the AMD Radeon VII has 16GB of HBM2 memory and boasts 3840 Stream Processors.</p> <p>Lastly, the <strong><a href="https://www.acecloudhosting.com/public-cloud/gpu/nvidia-a100">NVIDIA A100 GPU</a>,</strong> Titan RTX provides 24GB GDDR6 RAM and 576 Tensor Cores for exceptional deep learning capability. Each card offers advantages and drawbacks to consider when constructing your systems for executing neural networks and different types of machine learning tasks.</p> <h3>Which GPU is the best value for money for deep learning purposes?</h3> <p>Choosing the right GPU for deep learning can be tough. With so much choice available and with prices ranging significantly, it pays to research carefully to find the best value for money option that meets your requirements.</p> <p>The AMD Radeon VII 16GB offers excellent performance at a reasonable cost in comparison with some pricier competitors. It lacks dedicated ray tracing cores, but relatively speaking its price-performance ratio is potentially excellent.</p> <p>If your budget is strictly limited, then the RTX 2060 may be an attractive pick, though it doesn’t offer as much power or memory as some other GPUs available on the market at this price point. Ultimately, there is no single GPU which will wholly suit all applications; instead, it’s best to assess your individual needs before investing in a solution!</p> <h3>How to choose the right GPU for your specific deep learning needs</h3> <p>Picking the right GPU can be overwhelming due to the large number of different models offered, not to mention the words used to describe their respective specs.</p> <p>Do not let this seminar scare you however! A great way to start is to determine how much money you are willing to spend, and then look for a GPU that has characteristics best suited for your intended applications. Make sure there is enough memory available; some applications will require more than others.</p> <p>Additionally, if you plan on training large models or want increased speed while waiting hours or days for models to complete training, consider getting one of the higher end GPUs with multiple processors.</p> <p>It is important to bear in mind that selecting an inexpensive GPU may save you some money upfront, but with AI-related advancements moving at such a rapid pace, last generation’s components may become obsolete before long – sacrificing your progress due to low performance.</p> <p>The post <a href="https://ibusinessday.com/gpus-in-deep-learning-a-performance-comparison/">GPUs in Deep Learning: A Performance Comparison</a> appeared first on <a href="https://ibusinessday.com">i Business Day</a>.</p> ]]></content:encoded> </item> <item> <title>Public Cloud Hosting: The Future of Enterprise IT</title> <link>https://ibusinessday.com/public-cloud-hosting-the-future-of-enterprise-it/</link> <dc:creator><![CDATA[PrernaR10]]></dc:creator> <pubDate>Thu, 09 Feb 2023 05:51:11 +0000</pubDate> <category><![CDATA[Technology]]></category> <category><![CDATA[Ace Cloud]]></category> <category><![CDATA[public cloud hosting]]></category> <guid isPermaLink="false">https://ibusinessday.com/?p=81445</guid> <description><![CDATA[<p>As enterprises continue to move toward the cloud, public cloud hosting is becoming an increasingly attractive option. Public cloud hosting offers many advantages over traditional on-premises infrastructure, including scalability, flexibility, and cost savings. In addition, public clouds are often more secure than on-premises infrastructure, making them a good choice for enterprises that are looking to […]</p> <p>The post <a href="https://ibusinessday.com/public-cloud-hosting-the-future-of-enterprise-it/">Public Cloud Hosting: The Future of Enterprise IT</a> appeared first on <a href="https://ibusinessday.com">i Business Day</a>.</p> ]]></description> <content:encoded><![CDATA[<p>As enterprises continue to move toward the cloud, public cloud hosting is becoming an increasingly attractive option. Public cloud hosting offers many advantages over traditional on-premises infrastructure, including scalability, flexibility, and cost savings.</p> <p>In addition, public clouds are often more secure than on-premises infrastructure, making them a good choice for enterprises that are looking to reduce risk.</p> <h2>Define “public cloud hosting” and explain how it works</h2> <p>Public cloud hosting is a cloud computing service offering which allows for the storage, management and access of data over the internet.</p> <p>This type of hosting leverages a network of remote servers, typically owned and operated by a third-party provider, which makes computing resources much more affordable than managing such services in house.</p> <p>With public cloud hosting, businesses have flexible levels of usage for dynamic scaling up or down to deal with peaks in customer demand or resource requirements. The provider is responsible for maintenance and security of the infrastructure with periodic software updates to ensure peak performance and protection from any potential hacking threats.</p> <p>Despite its advantages over on-premise solutions, organizations should take into account security implications that come along with entrusting their data to an outside provider.</p> <p>All in all, public cloud hosting offers many compelling benefits that make it a popular choice among businesses seeking cost savings through efficient allocation of IT resources.</p> <h3>Describe the benefits of public cloud hosting for enterprise IT</h3> <p>Public cloud hosting offers enterprise IT many benefits, allowing organizations to shift their IT infrastructure needs from physical hardware and data centers to the cloud for remote access, scalability, flexibility and cost savings.</p> <p>With public cloud hosting, businesses can reduce capital expenditures on servers, storage and networking equipment.</p> <p>By relying on the cloud provider’s resources and expertise to deliver enterprise-grade services with predictable performance levels, organizations can free up internal resources to focus on activities that create more value for the company.</p> <p>Additionally, public cloud hosting provides high availability with automated failover in case of a service disruption or outages. It also allows for more rapid development cycles as applications can be deployed quickly with minimal configuration effort.</p> <p>Thanks to its scalability options, companies can easily adjust capability as needed without significant investments of time or money. With these advantages available in one package, public cloud hosting is a reliable and advantageous solution for any enterprise IT setup.</p> <h3>Compare and contrast public cloud hosting with other types of hosting</h3> <p>There are several ways of hosting a website or application, and public cloud hosting features unique advantages that set it apart from more traditional options.</p> <p>Public cloud hosting harnesses the power of the Internet to provide remote access to application resources, making it a cost-effective solution for companies that need robust, reliable access to resources but don’t necessarily have their own dedicated hardware.</p> <p>By leveraging their own investments in green energy sources, public cloud services can also reduce electricity costs while simultaneously helping the environment. Furthermore, increased agility leads to faster deployments and improved speed when accessing applications from anywhere in the world.</p> <p>In comparison to private cloud hosting or on-premise solutions, which require additional infrastructure investments in order to scale uniformly and flexibly as demand grows, public cloud is infinitely scalable without creating an infrastructure bottleneck.</p> <h3>Offer tips for choosing a public cloud provider</h3> <p>When it comes to selecting a public cloud provider, it’s vital to do your homework and approach the task with foresight.</p> <p>Firstly, you’ll want to make sure that the provider offers plans which are compatible with your company’s budget and technical needs. Consider the type of services you require – for example, if you need autoscaling or Disaster Recovery as a Service (DRaaS) solutions – as well as flexible expansion capabilities for the future.</p> <p>It’s also worth assessing availability of support and customer service, as well as certifications that prove their data centers are secure. Ultimately, make sure you’re choosing a reliable vendor who will provide seamless operation to ensure business continuity during peak demand times.</p> <h3>Discuss the challenges and risks associated with public cloud hosting</h3> <p>Cloud hosting of data and applications has become a valuable asset for companies, providing scalability, cost-effectiveness, and broader access to information.</p> <p>However, it comes with a number of challenges and risks regarding security, privacy regulations, taxes, change management and cloud vendor conflicts. In particular, the lack of control over physical infrastructure leaves organizations vulnerable to third-party issues.</p> <p>Additionally, data stored offsite means that businesses may have difficulty verifying the safety and privacy processes used by their cloud provider. Moreover, with increased global mobility there are potential tax issues beyond national borders associated with using public cloud service providers.</p> <p>Ultimately, while public cloud hosting is advantageous in many ways it carries unique drawbacks that must be considered carefully before any commitment is made.</p> <h3>Summarize why public cloud hosting is the future of enterprise IT</h3> <p>Public cloud hosting offers flexibility, scalability and cost effectiveness for enterprise IT applications and solutions. It eliminates the need to procure and maintain costly in-house IT infrastructure, allows businesses to quickly put new services into production, and reduce overhead costs.</p> <p>Many organizations are relying on <a href="https://www.acecloudhosting.com/public-cloud/pricing/"><strong>cloud providers</strong></a> such as ACE Public Cloud (ACE), Amazon Web Services, Microsoft Azure and Google Cloud Platform to deploy their applications due to the managed scale of services available.</p> <p>Furthermore, these hosted solutions have built-in cybersecurity features with secure access permissions that can help protect an organization’s sensitive information while maintaining continuous data availability.</p> <p>With advances in technology continuing at a rapid pace, <a href="https://www.acecloudhosting.com/public-cloud/"><strong>public cloud hosting</strong></a> is the ideal choice for many organizations now and will likely be the future of enterprise IT.</p> <p>The post <a href="https://ibusinessday.com/public-cloud-hosting-the-future-of-enterprise-it/">Public Cloud Hosting: The Future of Enterprise IT</a> appeared first on <a href="https://ibusinessday.com">i Business Day</a>.</p> ]]></content:encoded> </item> </channel> </rss>