#DataCenter

[byruit]

Working in a datacenter in the 70s

[river-taxbird]

What does AI actually look like?

There has been a lot of talk about the negative externalities of AI, how much power it uses, how much water it uses, but I feel like people often discuss these things like they are abstract concepts, or people discuss AI like it is this intangible thing that exists off in "The cloud" somewhere, but I feel like a lot of people don't know what the infrastructure of AI actually is, and how it uses all that power and water, so I would like to recommend this video from Linus Tech Tips, where he looks at a supercomputer that is used for research in Canada. To be clear I do not have anything against supercomputers in general and they allow important work to be done, but before the AI bubble, you didn't need one, unless you needed it. The recent AI bubble is trying to get this stuff into the hands of way more people than needed them before, which is causing a lot more datacenter build up, which is causing their companies to abandon climate goals. So what does AI actually look like?

First of all, it uses a lot of hardware. It is basically normal computer hardware, there is just a lot of it networked together.

Hundreds of hard drives all spinning constantly

Each one of the blocks in this image is essentially a powerful PC, that you would still be happy to have as your daily driver today even though the video is seven years old. There are 576 of them, and other more powerful compute nodes for bigger datasets.

The GPU section, each one of these drawers contains like four datacenter level graphics cards. People are fitting a lot more of them into servers now than they were then.

Now for the cooling and the water. Each cabinet has a thick door, with a water cooled radiator in it. In summer, they even spray water onto the radiator directly so it can be cooled inside and out.

They are all fed from the pump room, which is the floor above. A bunch of pumps and pipes moving the water around, and it even has cooling towers outside that the water is pumped out into on hot days.

So is this cool? Yes. Is it useful? Also yes. Anyone doing biology, chemistry, physics, simulations, even stuff like social sciences, and even legitimate uses of analytical ai is glad stuff like this exists. It is very useful for analysing huge datasets, but how many people actually do that? Do you? The same kind of stuff is also used for big websites with youtube. But the question is, is it worth building hundreds more datacenters just like this one, so people can automatically generate their emails, have an automatic source of personal attention from a computer, and generate incoherent images for social media clicks? Didn't tech companies have climate targets, once?

[nixcraft]

Buddhist talismans for datacenter uptime

[forever-stuck-on-java-8]

me at work today:

[grey-space-computing]

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[managedserversus]

SEO-Friendly Website Hosting and Management Services

When it comes to running a successful online business or website, search engine optimization (SEO) plays a crucial role. It helps improve your website’s visibility, drive organic traffic, and ultimately, boost your online presence. While many factors contribute to effective SEO, one element that often gets overlooked is the choice of website hosting and management services. In this article, we will explore the importance of SEO-friendly website hosting and management services and how they can benefit your online business.

The Impact of Website Hosting on SEO

Website hosting is the foundation upon which your online presence is built. It affects various aspects of your website’s performance, including page loading speed, uptime, security, and overall user experience. These factors have a direct impact on SEO, and here’s how:

Page Loading Speed: Search engines prioritize fast-loading websites, as they provide a better user experience. Slow-loading websites not only frustrate visitors but also result in higher bounce rates, which can negatively affect your search engine rankings.

Uptime: If your website frequently experiences downtime or is unavailable to users, search engines may perceive it as unreliable and lower its rankings. Choosing a reliable hosting provider ensures maximum uptime and minimizes the risk of website downtime.

Security: Website security is crucial for both user experience and SEO. Search engines prioritize websites that have robust security measures in place, such as SSL certificates and protection against malware and hacking attempts.

SEO-Friendly Hosting Features

When selecting a website hosting service, it’s important to consider the following SEO-friendly features:

Fast and Reliable Servers: Look for hosting providers that offer high-performance servers and have a reputation for speed and reliability. This ensures your website loads quickly, improving user experience and SEO.

Uptime Guarantee: Choose a hosting provider that guarantees a high uptime percentage, ideally 99.9% or higher. This ensures your website remains accessible to users and search engines at all times.

Server Location: If your target audience is in a specific region, consider choosing a hosting provider with servers located in that area. It helps reduce latency and improves website loading speed for visitors in that region.

Scalability: As your website grows, you’ll need the flexibility to scale your hosting resources. Look for providers that offer easy scalability options, allowing you to accommodate increased traffic without compromising performance.

SEO Tools and Integrations: Some hosting providers offer built-in SEO tools or integrations with popular SEO plugins. These features can help you optimize your website’s on-page elements, meta tags, XML sitemaps, and more.

The Importance of Website Management for SEO

Website management involves various tasks such as content updates, regular backups, security monitoring, and software updates. Proper website management not only ensures smooth operations but also has a positive impact on SEO:

Content Updates: Regularly updating your website with fresh, relevant, and high-quality content is vital for SEO. A good website management service can help you schedule and implement content updates, ensuring your website remains engaging for both users and search engines.

Security Monitoring: Proactive security monitoring is essentialto identify and address any vulnerabilities or security threats promptly. Regular scans and malware removal prevent potential SEO penalties due to compromised website security.

Software Updates: Keeping your website’s software, plugins, and themes up to date is crucial for security and performance. Outdated software can lead to compatibility issues, security vulnerabilities, and slower loading speeds.

Choosing SEO-Friendly Website Management Services

When selecting website management services, consider the following factors:

Content Management System (CMS): Ensure that the website management service supports popular and SEO-friendly CMS platforms like WordPress, Joomla, or Drupal. These platforms offer a range of SEO plugins and tools to optimize your website.

Backup and Recovery: Regular backups are essential to protect your website data. Choose a management service that offers automated backups and easy recovery options in case of any unforeseen incidents.

Security Measures: Look for a management service that includes robust security features such as firewall protection, malware scanning, and SSL certificate integration to keep your website secure from potential threats.

Technical Support: Ensure that the website management service provides reliable technical support to address any issues or concerns promptly. Quick resolution of technical problems can prevent prolonged website downtime and potential SEO consequences.

Conclusion

Choosing SEO-friendly website hosting and management services is crucial for the success of your online business. A fast, reliable, and secure hosting provider, coupled with effective website management, can significantly improve your website’s visibility, user experience, and search engine rankings. By paying attention to SEO-related factors when selecting these services, you lay a strong foundation for your website’s long-term success in the competitive online landscape

Source

[generative-turbo-automata]

[tradersfindb2bportal]

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[joaquinfagundo]

Use of neon lighting inside the data center adds ambiance, style and a pleasant work environment. . . . . . #joaquinpefagundo, #joaquinfagundoparkland, #jackfagundo, #parkland, #orlando, #technology, #datacenterlife, #datacenter (at Parkland, Florida) https://www.instagram.com/p/CpymiUaNsgY/?igshid=NGJjMDIxMWI=

[steel-fabrication-machine]

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[rackmount-official-my-ass]

data center side of tumblr here

this story. makes me. livid.

i work in data centers. (not twitter.) my job is probably what Alex from Uzbekistan does. i deploy racks and servers, i identify broken machines, i order and swap parts, and i decommission old equipment. when a hard drive fails, it often still has your data on it. it’s my job to carry that “dirty media” from the machine to a hydraulic crusher, where the platters are bent or shattered, for your security.

it cannot be understated how wrong this all is. red for safety hazards, orange for security hazards, blue for legal and liability hazards, pink for what the fuck did you think would happen you maladapted baboon

- you don’t just let someone in because they look like the CEO…that should have taken at least like an hour to get access filed. also it’s not your building.

- you do not raise the floor tiles without authorization. you don’t know what’s down there (generally just (big) power cables and a lot of forced cold air). it’s a confined space with electrocution and arc flash hazards. (these power cables are probably about a quarter to a silver dollar in diameter; see C60309.) also that’s probably not your space.

- you ABSOLUTELY do not…what was the word? “jimmy open”? an electrical panel with a knife??? your ass is not a Qualified Electrical Worker, and in a colocated data center like this one, that’s not your property. (!!) even if the subfloor was properly secured with cage wall to keep you out of other people’s space, he is now at the point of 1) trying to die and 2) endangering other companies’ equipment (the colo owns the power equipment, and other tenants could be sharing that power equipment with you).

- yeah just unplug some shit and see what happens. fuck you.

- DID I MENTION ENERGIZED CIRCUIT. the colo or other QEW opens the breaker for the circuit before you disconnect the cable. this is how you get arc flashes! you will be fucking vaporized!

- hello? shipment order? did you just walk into the dock and yell at the dock master until he opened the door? security??

- seriously, floor weight ratings are real and not a joke

- racks go in crates so they don’t break their casters or tip over or bang into each other during shipment

- an empty standard rack is heavy. at eight feet, these were probably 48U? even heavier. massive tipping risk. full of servers? fucking bonkers. i was moving a rack with a guy once (we were not trained for that btw) and he wasn’t paying attention and smashed his finger between the rolling metal and a structural I-beam running floor-to-ceiling. the only reason he kept the finger was because his wedding ring took most of the blow. he had a cast for a few weeks. data centers are dangerous, training is life safety critical, and procedures must be followed.

- so yeah we’re just gonna jam all of these full racks into a truck that shouldn’t be parked here, on no notice. probably about 5 tons every 3-4 feet along the length of the trailer. consumer-grade straps. no crate, no pallet, no bracing, just a 500 mile bumpy ride for those casters.

- “nobody told me there was data on the servers boo hoo how was i supposed to know” you’re a fucking moron and you should feel bad. what in god’s green ass did you think was on them. WHAT DO YOU THINK SERVERS ARE

- btw did you idk logically decommission any of the servers or switches or routers? nope. when they get to Portland, they will still think they’re in Sacramento.

- hey so where do you want these put? just wherever? ok. so what do you want them plugged into? just whatever? …ok… that’s not how networks work but alright.

like. it takes a couple months of notice generally when they send me a new rack to deploy. i have to get the colo to remove a cage wall because the door is too short to roll the thing in, coordinate a contractor to brace the rack (drill 3/4” holes and drop 3’ bolts into the ground, basically), load the servers into the rack, terminate copper and pull fiber for the switch and management gear, file a ticket to have the colo energize the circuit, and then the physical turnup is done. that’s on top of my regular maintenance work. after that, i kick off the logical side of the turnup, wherein the switch is onboarded into the network and QA tested, then the same for the servers. a typo can fuck it all up for weeks. someone forgetting a step, weeks.

i will give him a pass on using the term “server centers” because he’s not from the US and idk what they called them where he grew up. never heard that term before though.

if some rich asshole walked into my DC and started pulling this shit, I would have said “I need you to stop what you’re doing because it seems dangerous”—this is exercising my stop work authority—and when he ignored me i would gtfo of that data hall and get security. and i would be calling the building owners to be sure they’re aware of what’s going on. and i would be writing everything down so i have a record for whatever investigations happen next.

and yeah—mad props to the infra eng at twitter for how the service handled a trusted adversary unplugging thousands of machines at once and then popping them up in a different region. that is absolutely insane and a lesser platform would not have survived. i’m impressed.

fuck elmo

speaking of twitter's skeleton crew, here's an absolutely unhinged article

[byruit]

The Mainframe Geisha 🌸

[chris-mash]

What if We Combined Their Strengths?

In an era of rapid advancements in artificial intelligence, language models like ChatGPT, Grok, DeepSeek, and Copilot have become indispensable tools in many people's daily lives. Each of these systems offers unique features and specializations, supporting users in communication, work, learning, and entertainment. But what would happen if we merged their capabilities into one integrated system? Could such a combination revolutionize the way we interact with technology? Let's delve into the potential benefits and challenges of such an endeavor.

Advantages of Combining These Models:

Expanded Knowledge Base Each language model is trained on diverse datasets and possesses unique abilities and specializations. By combining their resources, we could create a powerful source of information encompassing nearly every field of knowledge. Users would gain access to richer and more comprehensive responses, regardless of the topic.

Increased Accuracy Collaboration between models would allow for mutual verification of the information provided. If one model makes a mistake or overlooks an important detail, another could correct it. Such multi-layered checking could significantly enhance the precision and reliability of responses.

Diversity of Perspectives Each system has its unique way of processing data and generating answers. Merging their strengths would offer users varied perspectives and approaches to problems, enabling more creative and nuanced solutions.

Innovation Synergy among different models could lead to the creation of new functions and services that wouldn't be possible with a single system. Joint operation might accelerate technological development and open doors to previously unimagined possibilities in the field of AI.

Challenges and Issues to Address:

Technical Integration Merging models with different architectures and algorithms presents a significant technical challenge. Advanced integration methods would need to be developed to ensure smooth communication and cooperation between systems while preserving their individual strengths.

Privacy and Data Security Sharing data among different models carries the risk of violating user privacy. Strict data protection standards and compliance with international regulations, such as GDPR, would be essential to safeguard user information.

Consistency of Responses Models might generate conflicting or inconsistent information. Developing harmonization mechanisms would be crucial to provide users with clear and unified answers, reducing potential misunderstandings.

Computational Resources Operating multiple advanced models simultaneously would require enormous computational power. This not only involves substantial financial investment but also raises concerns about energy efficiency and environmental impact.

Ethical Considerations Each model may have different guidelines regarding ethics, content moderation, and information processing. Aligning these standards would be key to avoiding the spread of inappropriate or harmful content and ensuring responsible use of technology.

Potential Approaches and Solutions:

Modular Systems Creating a model composed of specialized modules, each responsible for a specific domain of knowledge or function. This could enhance efficiency and precision in responses, leveraging the strengths of each model.

Federated Learning Utilizing federated learning techniques allows models to learn collaboratively without sharing raw data. This approach enhances privacy and data security while enabling collective improvement.

Integration with Knowledge Graphs Connecting models with advanced knowledge bases could improve their ability to understand context and relationships between pieces of information. This integration could lead to more coherent and accurate responses.

Conclusion

The idea of creating a central hub of knowledge by uniting different language models is truly fascinating and opens doors to new possibilities in artificial intelligence. While many challenges need to be overcome, technological progress might make such a solution feasible in the near future.

Your opinion matters: Do you think that combining these models would bring more benefits than potential risks? What are your thoughts on the future of artificial intelligence in the context of such integration? We invite you to share your insights and join the discussion!

The future of AI depends on all of us. How we choose to use and develop these technologies will impact generations to come. Open dialogue and conscious decisions are key to creating a world where AI serves humanity in the best possible way.

[ecscorporation]

Colocation Data Centers: The Smart Choice for Scalable, Secure, and AI-Driven Infrastructure

[exotickittensforsalesingapor]

Dell R740 Server for Sale & PowerEdge R730 Rack Server: Good Solutions of Enterprise

There is just no way one can overemphasize choosing the right type of server in the deadline world of data centers or enterprise computing. Because this will not kill smooth operations, scalability, and efficiency. Among the few and most preferred enterprise-grade servers made by Dell are the Dell R740 server and PowerEdge R730 rack server. Therefore this article will spotlight the features and benefits of these 2 excellent server systems, explaining why they are an incredibly good choice when considering investments in enterprise reliability, high performance, and low cost.

Sale of the Dell R740 Server: Performance Under Heavy Loads

Dell PowerEdge R740 is one of the strongly scalable, highly rugged on which modern organizations can depend for processing power, improved storage, and enhanced flexibility. Whether the workloads are virtualization or AI application driven or data analytic oriented, the Dell R740 is prepared to make certain that it is fully compatible with state-of-the-art technology.

Key Features of Dell PowerEdge R740:

•             Processor: Dual Intel Xeon Scalable processors, really lots of computing power.

•             Memory: Up to 3TB of DDR4 RAM, really fast and able to multitask like crazy.

•             Storage: Now supports a maximum of 16 x 2.5" drives or 8 x 3.5" drives; create any form of storage imaginable.

•             Scalability: Great for organizations needing additional workload support and virtualization.

•             Intelligent Automation: Comes with iDRAC9 for remote monitoring and management.

•             Security: Additional security features preventing unauthorized access.

Definitely, the Reasons to Buy the Dell R740 Server:

•             Performance: Organizes and executes data with fabulous speed.

•             Power-efficient: Lots of low power. Now, just add or take off just a few things to improve cooling.

•             Customizable: Can be configured and designed so that it meets the needs of specific companies.

•             Reliable: Tough enterprise-grade structure guaranteeing uninterrupted operation.

In fact, it can be safely said that such investments will give your organization good availability, superior storage, and a very high performance processing capability.

PowerEdge R730 Rack Server: A Trustworthy and Flexible Answer to Different Enterprises

The Dell PowerEdge R730 converges rack server capabilities with the ultimate enterprise performance in an application involving cloud, database, and virtualization. The R730 server is the answer to any organization with a core-balanced affordability, performance, and flexibility because it offers solution core-balanced affordability, performance, and flexibility.

Features that highlight the Dell PowerEdge R730:

•Processor: Dual processors Intel Xeon E5-2600 v3/v4 for robust compute power.

•Memory: Scalable up to 3TB DDR4 RAM for rapid data access and multitasking.

•Storage Options: Supports up to 16 x 2.5-inch drives or 8 x 3.5-inch drives.

•PCIe Expansion Slots: Great number of alternatives for adding components to increase functionality.

•Remote Management: Built-in iDRAC8 with Lifecycle Controller for easy IT management.

•High Availability: Making sure redundancy power supplies and cooling systems always running.

Why the PowerEdge R730?

•Economic Value: Just appropriate for those businesses needing performance-price-wise consideration.

•Scalable infrastructure: Changes easily to adapt to the expanding needs of businesses.

•Enterprise-grade Reliability: Minimum downtime to make sure that the operations will continue.

•Better Virtualization: Perfect fit for organizations running virtual applications and cloud.

However, it boasts performance, reliability, and good price, so you have to consider R730 rack server advantages. Benchmark: Dell R740 vs. PowerEdge R730

The choice between the Dell R740 for sale and the PowerEdge R730 rack server hinges entirely on what kind of needs your business has.

• Dell R740: For organizations wanting to have very high performance, AI capabilities, and advanced storage configurations.

• PowerEdge R730: For medium-sized organizations looking for an affordable, powerful and scalable solution.

Where to Buy Dell R740 and PowerEdge R730?

In order to acquire a Dell R740 server or the PowerEdge R730 rack server, one should establish contact with bona fide IT hardware vendors dealing in certified refurbished and brand-new items together with warranties, technical support, and competitive pricing.

Conclusion:

The Dell R740 and PowerEdge R730 servers, therefore, exist as enterprise servers providing high performance with the ability to tackle numerous diverse business needs. Scalability and virtualization, providing for AI workloads use and, most importantly, affordability, would be among the frequently favored criteria to stimulate the purchase for improvements in data center operation and IT infrastructure.

[dclessonsonline]

Enhance your practical networking skills with our lab guide on VXLAN-BGP EVPN integration for advanced data center applications.

https://www.dclessons.com/introduction-to-vxlan-bgp-evpn