Bit-Rauschen: Production capacity for AI memory is almost fully booked (2024)

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Heating up the race Hatched FAQs

This article was originally published in German and has been automatically translated.

Unfortunately sold out! This is reported by two of the world's three manufacturers of High Bandwidth Memory (HBM), the type of RAM required by many of the most powerful AI computing accelerators. The US company Micron and the Korean company SK Hynix have sold their planned HBM production well into 2025. So prices are going up - this news should please investors. Everyone who can somehow wants to benefit from the AI boom. According to the Taiwanese market research company Trendforce, the expensive HBM chips already account for around 30 percent of total DRAM sales.

At the world's largest chip contract manufacturer TSMC, on the other hand, the capacity of the high-tech packaging plants is said to be fully utilized. These are the production lines that pack the AI chips developed by Nvidia and AMD, among others, and manufactured by TSMC together with the HBM memory stacks in the same housing. These bottlenecks make it clear that newcomers to the AI chip market have to get in line. Those who have not yet reserved production capacity will probably only be able to deliver larger quantities from 2026. Nvidia's quasi-monopoly on AI chips seems to be set in stone.

Heating up the race

The supercomputers for classic high-performance computing (HPC) look like pocket calculators next to the insanely expensive AI giant machines. What is the 500 million US dollar purchase price and 40 megawatts (MW) power consumption of the exaflops system Aurora compared to 3.2 billion euros and several hundred MW for a Microsoft data center in the Rhenish lignite mining area? At the ISC 2024 supercomputer conference in Hamburg, there was talk of cooling systems that shovel 100 kilowatts out of a single server rack. Let's hope that the power is enough for AI.

The market for traditional servers for companies (enterprise) has been shrinking for years, but recently also that for "normal" cloud servers. This is because the dominant hyperscale cloud companies are investing their money in AI machines. The classic CPU providers are looking for arguments. Ampere Computing - whose 192-core Ampere One was announced a year ago but is still rarely seen or rented - believes that AI inferencing also runs well and efficiently on many "small" ARM cores. AMD (Eypc 9754 "Bergamo" with 128 cores) and soon Intel (Xeon 6700E "Sierra Forest" with 144 E cores, 6900E with 288 cores) will certainly be telling potential customers the same thing.

Intel's eagerly awaited "Granite Rapids" with P-cores is also coming as a Xeon 6, i.e. as a 6700P or 6900P. What was not so clear until now is that there are two performance classes for different mainboards. The "SP" platform with the LGA4710 version connects eight RAM channels, with LGA7529 (AP) there are twelve per CPU. While the SP types can consume up to 350 watts, the AP can consume up to 500 watts; this is the only way to achieve the aforementioned 288 E-cores or up to 128 P-cores. This would finally bring Intel back into line with the Epycs; the "Turin" (9005) is also expected to have 128 Zen 5 cores or up to 192 of the more compact Zen 5c type. Allegedly, even 550 watts TDP are required for this.

For small servers, AMD also intends to launch an Epyc 4004P series for AM5 mainboards, which actually contains Ryzen technology. Intel's Xeon E sends its regards.

There are also rumors that Qualcomm wants to make a new attempt at ARM server chips, namely with the purchased "Nuvia" cores, which compute as Oryons in the Snapdragon X Elite/Plus. However, the market potential seems to be evaporating: Following Amazon (Graviton), Microsoft (Cobalt) and Google have also announced their own ARM server chips. The only major customers left for Ampere's ARM server chips are Oracle Cloud and a few smaller or regional providers, such as Hetzner in Europe.

Hatched

A 311-page internal PDF document from Dell, which has surfaced on the online platform Scribd, reveals just how complex the development of a new notebook is and what components cost. It is about an XPS 13 with Qualcomm Snapdragon X Plus. The ARM CPU with ten cores costs 145 US dollars, 48 percent less than Dell pays for Intel's Core i7-1360P. However, the mainboard for the ARM CPU is more expensive and with a thermal design power (TDP) of 25.5 watts, it also requires a fan. Dell receives considerable discounts from Microsoft and Qualcomm for the Windows license and on the chip prices - as is also known from Intel's "advertising subsidies". The competition between ARM and x86 is entering a new round.

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Bit-Rauschen: Production capacity for AI memory is almost fully booked (2024)

FAQs

How to fix 99% memory usage? ›

2. How do I fix high memory usage?
  1. Close Unnecessary Running Programs/Applications.
  2. Disable Startup Programs.
  3. Defragment Hard Drive & Adjust Best Performance.
  4. Fix Disk File System Error.
  5. Increase Virtual Memory.
  6. Disable Superfetch service.
  7. Set Registry Hack.
  8. Increase Physical Memory.
Apr 22, 2024

How do I fix high memory usage? ›

To stop high RAM usage, quit programs you aren't using, restart your computer, uninstall unneeded programs, and scan for malware. If that doesn't help free up your RAM, consider downloading RAM cleaning software or installing more RAM.

How to fix a memory leak in Windows 10? ›

How to Fix Memory Leaks?
  1. Close the Problematic App & Restart Your Computer. ...
  2. Disable Startup Programs. ...
  3. Use Memory Diagnostic Tools. ...
  4. Adjust for Best Performance. ...
  5. Defrag hard drives. ...
  6. Update Your Device Drivers. ...
  7. Run an Antivirus Scan. ...
  8. Disable Windows Tips and Tricks.
Feb 1, 2024

Why is my RAM so full without reason? ›

Too many programs running at once: A common reason for high RAM usage is having too many applications running at the same time. Each program consumes a portion of the available RAM, and if the combined usage exceeds the available capacity, your computer may become sluggish.

Is 90 memory usage bad? ›

If your PC is using more than 90% when idle, there is likely a virus or background apps that are using all of your RAM. You should investigate further to identify what's causing it. However, when gaming it's perfectly normal and fine for the RAM to go all the way to 100% and stay there permanently.

How do I fix not enough memory? ›

How do I fix low RAM on my computer?
  1. Run antivirus software for a full system scan.
  2. Close the programs that are using too much memory.
  3. Use Windows troubleshooter.
  4. Manually increase virtual memory.
  5. Repair corrupted file system.
  6. Update Windows to the latest version.
  7. Clean junk and temporary files and folders.
Apr 19, 2024

How do I free up memory leaks? ›

How to Fix Memory Leaks on Windows
  1. Close the Application Hogging Your System Memory and Restart Your Computer. ...
  2. Disable Startup Programs. ...
  3. Update Your Operating System and Device Drivers. ...
  4. Adjust Your Computer for Best Performance. ...
  5. Clear Your Paging File. ...
  6. Check for Malware. ...
  7. Check for Memory Issues.
Sep 24, 2023

What is the main cause of memory leaks? ›

Programming issues

Memory leaks are a common error in programming, especially when using languages that have no built in automatic garbage collection, such as C and C++. Typically, a memory leak occurs because dynamically allocated memory has become unreachable.

Can memory leaks damage a computer? ›

Due to memory leaks, we may experience performance degradation and system becomes unstable. Memory leaks cause more damage for long-running programs like servers. To avoid memory leaks we must free dynamically allocated memory by calling functions like free().

How to make RAM fully usable? ›

Use msconfig

Press the Windows key + R , type msconfig, and press Enter . System Configuration window will now appear. Navigate to the Boot tab and click on Advanced options. Check the Maximum memory option and enter the amount you have in MB.

How do I free up all my RAM? ›

5 Ways to Free up RAM on Any Computer
  1. Restart Your Computer. The first thing you can try to free up RAM is restarting your computer. ...
  2. Update Your Software. It's important to be running the most updated versions of your computer software and applications. ...
  3. Clear Your Cache. ...
  4. Try a Different Browser. ...
  5. Remove Browser Extensions.
Sep 15, 2023

How do I know if I have a memory leak? ›

Is There a Way to Tell a Memory Leak? Running out of memory is the simplest way to identify a memory leak, and it's also the most common approach to uncovering one. That's also the most inconvenient way to find a leak. You'll probably notice your system slowing down before you run out of RAM and crash your application.

How do I fix 99% CPU usage? ›

Here are 10 ways to fix high CPU usage:
  1. Identify the process that's causing 100% CPU usage. ...
  2. Close unnecessary applications or put them sleep. ...
  3. Check your PC for malware. ...
  4. Check for outdated drivers and software. ...
  5. Reset power settings. ...
  6. Turn Windows notifications off. ...
  7. Disable P2P sharing. ...
  8. Disable Cortana in the Registry Editor.
Dec 18, 2023

How do I fix 99% disk usage? ›

7 Ways to Resolve 99% Disk Usage
  1. Way 1. Stop Running Unnecessary Programs.
  2. Way 2. Disable Windows Defragmentation.
  3. Way 3. Clean Up Junk Files and Unneeded Programs.
  4. Way 4. Check for Malware.
  5. Way 5. Replace the Hard Drive to a New/Bigger One.
  6. Way 6. Disable Superfetch.
  7. Way 7. Perform Clean Boot.

How do I free up memory usage? ›

5 Ways to Free up RAM on Any Computer
  1. Restart Your Computer. The first thing you can try to free up RAM is restarting your computer. ...
  2. Update Your Software. It's important to be running the most updated versions of your computer software and applications. ...
  3. Clear Your Cache. ...
  4. Try a Different Browser. ...
  5. Remove Browser Extensions.
Sep 15, 2023

Why is my memory and disk at 100%? ›

A disk at 100 in Windows 10 can be caused by errors on the disk, which can occur because of malware, corruption, power issues, physical damage, or other reasons. Since they can lead to data loss, disk errors should be addressed immediately, and Windows 10 will usually prompt you if it detects a hard disk problem.

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