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Knowledge Base

7 major theme categories Sub-page·Engineer original pitfalls guide + purchase information + industry market
Free access·Real experience·Less detours

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Each category has its own sub-page: Engineer Avoidance + Related Articles. A collection view of all long articles and articles is maintained at the bottom of this page.

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Computer repair knowledge

The computer is broken, the first thing to do, three types of faults can repair themselves, laptop water gold 10 minutes, blue screen code comparison table, cannot open the machine 5 steps self-examination.

Long article on pitfalls + 3 special topics· 15 years of local repair experience in Panyu →
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Data Recovery

Gold self-help rule after data loss, hard drive clicking do not power on again, mistakenly deleted file recovery principle, NAS storage pool crash self-help, 2026 recovery price list.

Buying Guides + 4 Special Topics·More than 15 years of recovery experience →
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Server operation knowledge

Correct RAID failure handling methods, downtime loss assessment, alarm light self-inspection, daily maintenance check-up table. Familiar with Dell/HP/Lenovo/Huawei architecture.

15 years of enterprise experience →
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PC build Buy Knowledge

How to spend money on different budgets, how to identify genuine and fake accessories, how to sign wholesale goods, 13% VAT invoice and monthly settlement agreement.

Avoiding Pit Changwen·Guangzhou Wholesaler's Perspective →
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Network Engineering Knowledge

Comprehensive cabling acceptance to see what, wireless coverage point design, monitoring network bandwidth calculation, switch selection to avoid pits.

15 Years of Engineering Practice →
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Server room construction knowledge

Power distribution, refrigeration, wiring, monitoring, fire protection, security six key points of the system, room location and relocation planning introduction.

Buying Guide Changwen·Computer Room Six Systems →
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2026 Quotes and AI Frontiers

Memory 800→RMB 3500, RTX50 series rose 36-39%, enterprise SSD rose 80% in a single quarter, HDD shortage rose 46%;AI PC penetration rate broke 50%, liquid cooling data center.

10 Quotes·Guangzhou wholesalers first-hand information →

15 Years of Engineer Experience Summary·Six Business Avoidance Pit Long Article

What to do first when the computer is broken? What operations will ruin the recovery opportunity if the data is lost? How to allocate the PC build budget? What to see for wiring acceptance? --These long articles are the key points that engineers repeatedly tell customers in their daily services, free of charge.

From PC Repair service page·Guide for engineers to avoid pitfalls

15 years of engineers teach you the right way to save yourself and avoid pits

15 years of engineer experience summary, help you avoid detours

First, calm down: computer failure, the first thing to do

When a computer suddenly goes black, blue screen, jams, or does not turn on, most people's first reaction is to restart it repeatedly, click the mouse furiously, or even disassemble it. In fact,The wrong first reaction is often the main cause of failure propagation. The correct approach is: first record the symptoms (when it happened, what was done before, there is no abnormal noise or smell), then turn off the power and let it stand for a few minutes, and finally decide the next step. If you smell burnt smell or hear a "pop" sound, you should immediately unplug the power supply, do not try to turn on again-this is usually a signal that the capacitor explodes or the component is burned. Continue to energize may burn more parts.

2. Can you repair it yourself? Self-help boundary of three types of faults

Not all faults need to be repaired, but not all can be DIY. They can be divided into three categories according to difficulty:

  • Software (self-help):System card, virus, driver exception, boot slow. This kind of problem reinstallation system, clean up the startup items, update the driver can be solved, hands-on ability of strong people can handle themselves.
  • Modular hardware (semi-self-help):Memory loose, hard drive aging, insufficient power supply. This kind of failure can be replaced with corresponding accessories, but you need to disassemble the machine and understand compatibility. Novices are recommended to operate under the guidance.
  • Chip level fault (must be sent for repair):Motherboard power burn, GPU virtual solder, laptop water corrosion. This kind of professional equipment such as microscope, BGA rework station, cleanroom environment, etc., will almost certainly cause secondary damage.

Four things you must do before sending for repair can save you time and money.

After deciding to send it for repair, making the following preparations can make repairs more efficient and avoid disputes:

  • Backup data:As long as the computer can barely boot, copy important files as soon as possible. Data security is always the first priority.
  • Record Configuration:Take a screenshot of the computer model and configuration, so that engineers can quickly judge and quote.
  • Specify medical history:Truthfully inform the operation before and after the fault, such as "falling","entering water" and "installing memory", concealment will delay diagnosis.
  • Confirm quote method:Choose "first test, then quote, then repair" merchants, refused to look at the machine on the dead price or low drainage and then increase the price behavior.
⚠️ Buying Reminder:Be alert to the low-cost trap of "full repair below RMB 100" and "free on-site but high replacement". Regular maintenance must first detect positioning faults, give detailed quotes, and obtain consent before starting. After the repair, be sure to ask for warranty certificates and clarify the warranty period (chip-level repair usually lasts 3-6 months).

4. How to maintain it so that the computer will get sick less

Most hardware failures can actually be prevented: regular ash cleaning (desktop once every six months, laptop once a year) can avoid overheating components; do not use inferior chargers and power strips; laptop away from the cup, avoid blocking the heat sink on the soft bed; important data adhere to the "local + cloud" double backup. Develop these habits, can make the computer more than three or five years.

extended reading

From the Data Recovery service page·Guide for engineers to avoid pitfalls

The golden rule of self-help after data loss: Don't make these mistakes

15 years of engineer experience summary, help you avoid detours

The golden rule after data loss: stop writing immediately.

Whether it's accidental deletion of files, formatting, partition loss or hard drive corruption, what happens after data lossThere is only one first principle: immediately stop all write operations to the device. After the file is deleted, the data is actually left on the disk, but it is marked as "overwriteable". As long as no new data is written, the deleted file is likely to be completely recovered; but once the file continues to be saved, the system is installed, or even the system is repeatedly booted, the original data may be overwritten by new data. At that time, the gods are hard to save.

90% of these "common sense mistakes" have been made.

After data loss, these seemingly reasonable actions are actually fatal:

  • Repeated rebooting, repeated insertion and removal of hard drives:Each power-on may cause the dying head to further scratch the disk.
  • Using the online "recovery software" blind scan:Running scanning software on a physically damaged hard drive is equivalent to letting the wounded run a marathon, which will accelerate the complete scrapping.
  • Restore data to the same disk:If the recovered files are saved back to the original disk, they will directly overwrite the data to be recovered, resulting in permanent loss.
  • Forcibly formatting and initializing damaged hard drives:This can corrupt file system structures and complicate an otherwise simple recovery.
⚠️ Remember:Data loss detected, correct sequence is--Loss of power → No more writing → Evaluate logical or physical fault → Select corresponding solution. If the hard drive has abnormal noise, is not detected, falls, enters the water, belongs to the physical failure, must send the professional cleanroom laboratory cleanroom platter recovery, any DIY is a high-risk behavior.

III. Logical faults vs physical faults, handled in completely different ways

  • Logic fault:Mistake deletion, error formatting, partition table damage, virus damage. Hard drive itself intact, usually with professional software can be high probability recovery, and recovery speed.
  • Physical failure:Magnetic head damage, motor jam, disk scratch, main control burned, water fall. Must be in the clean room environment cleanroom platter recovery, replacement matching magnetic head or chip-level direct reading, equipment and technical requirements are extremely high.
  • Special Scenes:RAID arrays, NAS, Databases, USB drives/SSDs have their own technical routes, and cannot be applied to ordinary hard drive methods.

4. How to choose a reliable data recovery organization

Data is priceless, and the wrong institution may "lose data and lose money". When selecting, look at four points: whether there iscleanroom platter recovery laboratory(cleanroom platter recovery hard threshold for recovery); whether or notFirst diagnosis, recovery success before charging; Promise or notStrict confidentiality of customer data; whether there isSuccess stories of similar media. Before sending for repair, you can call to describe the fault first, so that the other party can preliminarily judge the difficulty and approximate cost, to know well.

V. Prevention before it occurs: 3-2-1 backup principle

The best way to recover data is to never lose it. The industry's common "3-2-1 principle" deserves everyone's attention: retention 3copies of the data, stored in2Different media, among them1 Keep your photos, documents, and corporate databases offsite or in the cloud. Once you do that, you'll never regret an accident.

extended reading

  • PC with physically damaged storage media, still needed after recovering dataPC Repairto restore use.
  • When an enterprise storage array(e.g. RAID5/6) crashes, you need to have bothServer Repairand data recovery capabilities.
📌From Server Repair service page·Engineer's guide to avoiding pits

Server operation and maintenance pitfalls guide: the correct way to handle RAID failures

15 years of engineer experience summary, help you avoid detours

I. Terrible part of server failure: one minute downtime is real money

Different from personal computers, servers carry core businesses such as ERP, warehousing, finance, and official websites of enterprises.An hour of downtime often costs more than repairing.. Therefore, the first principle of server operation and maintenance is not "repair quickly", but "no downtime"-eliminate failures before they occur through redundancy design, regular inspection and emergency plan. Understand this point, and understand why RAID, hot standby, UPS and other seemingly "expensive" configurations are actually the most cost-effective.

2. Correct handling of RAID failures: one wrong step, no data

RAID array is the most common failure point for servers, and it is also the link that is most likely to cause complete loss of data due to operational errors. When dealing with RAID failures, please keep the following principles in mind:

  • Dropped line ≠ damaged:After the hard drive is disconnected, the array card usually retains configuration information. At this time,Don't rush to rebuild.Don't plug in or initialize the array.
  • Mirrors first, operations later:The correct approach is to do a complete sector-level mirror of each disk, safely seal the original data, and then analyze and reorganize the array on the mirror.
  • The order is life:RAID is extremely sensitive to disk order. Make sure to mark disk order and slot position one by one before removing disks. The wrong order may cause the entire array to be unrecognized when reinstalling.
  • The most dangerous multi-disc drop:RAID5 allows only one bad disk. If two disks are dropped one after another, forced Rebuild will almost certainly fail and overwrite the data. It must be handed over to a professional team for reorganization.
⚠️ Blood lesson:We have encountered too many cases of "sending for repair after failure of self-build". At this time, the original data has been overwritten, and the recovery difficulty and cost have increased exponentially, even beyond recovery. Remember: when array is abnormal,The first action is power-down protection and mirroring, not rebuilding.

III. Four "physical examination forms" for daily operation and maintenance of the server

By putting effort into peacetime, most sudden failures can be avoided:

  • Health inspection:Regularly check RAID card, disk SMART, memory ECC, fan speed and other sensor data to find sub-healthy disks in advance.
  • Firmware and drivers:After compatibility assessment, update RAID card firmware and disk firmware in a timely manner to fix known defects.
  • Log Monitoring:Enable iDRAC/iLO remote management and configure alerts to detect faults at an early stage.
  • Backup verification:Backup not validated equals no backup. Run a recovery walkthrough periodically to make sure backups are actually available.

IV. What situation must be found in a professional team

It involves chip-level power supply repair, RAID multi-disk disconnection reorganization, firmware area damage, complete machine does not boot, etc., and the risk is extremely high. The professional team has cleanroom environment, PCIe diagnostic card, original spare parts channel and array reorganization experience, and can safely recover the business in the shortest time. When selecting, focus on whether the other party hasSuccess stories of similar modelssum"Data Safety First" Work Specification.

extended reading

  • Do not initialize after server storage array failure-contact immediatelyData RecoveryTeam evaluation.
  • The physical environment (temperature/humidity/power/network) where the server is located is also critical. It is recommended to understandIDC Computer Room Hosting Coordination.
From"Computer Sales and Assembly" service page·Engineer's guide to avoiding pitfalls

PC build guide: how to spend money on different budgets

15 years of engineer experience summary, help you avoid detours

First, the biggest mistake in buying a computer: only look at the price, not the use

"Cheap is good""The higher the configuration, the more cost-effective" are the two most common mistakes in PC build shopping. The really smart way isFigure out what the computer is for before deciding where to spend the moneyFor the same budget, the optimal configuration of office computers, game consoles, and design workstations is completely different-spending money on the best is more important than simply pursuing high or low prices.

Second, different budgets, where to spend money

  • Office scenarios (focus on stability and speed):Bottlenecks are usually in hard drive and memory. A SSD + plenty of memory brings an improved experience, far more obvious than upgrading CPU. Old computers with solid state often can "come back to life".
  • Game scenario (graphics preferred):The bulk of the budget should go to graphics cards, followed by CPU and cooling. Blindly stacking memory frequency and pursuing fancy chassis does not help the number of frames.
  • Design/Rendering Workstation (Math and Memory):Multi-core CPU, large memory card, large capacity memory and high color standard display are productivity, stability and warranty are more important than extreme performance.
⚠️ Buying Reminder:Be alert to the "low-cost machine" of the greasy-with miscellaneous brand power supply, shrinking motherboard, refurbished or refurbished parts to lower the quote. These parts do not see the problem in the short term, but in the long run it is the hidden danger of crash and burning hardware. Recognize the original genuine, regular channels, and clear warranty, which is much more important than saving hundreds of pieces.

III. Doorway of bulk procurement of enterprises

Enterprises purchase dozens of computers at a time, and the focus is completely different from that of individuals:

  • Unified configuration and mirroring:Unified models and unified system images can greatly reduce IT maintenance costs in the later stage.
  • Formal invoice and warranty:Compliance invoice, unified warranty file and fast after-sales channel are just the needs of enterprise procurement.
  • One-stop delivery:Distribution, PC build, domain entry, asset labeling, training and operation and maintenance can make administration and IT worry.
  • On demand phased expansion:There is no need to match at one time, purchase and upgrade in batches according to business growth, and the use of funds is more efficient.

IV. Buying is only the beginning: after-sales and upgrading are long-term values

Computers are durable goods. When purchasing, we should consider the expandability after three years: whether the motherboard has free slots, whether the power supply has a margin, and whether the chassis cooling can support future upgrades. Choosing a service provider that can sell, repair, and upgrade is far more important than a single low price. After all, the computer will last for three to five years. Follow-up cleaning, upgrading, and troubleshooting all need someone to cover the bottom.

extended reading

When doing wholesale business, why do old customers look for local stall-style service providers?

Guangzhou computer wholesale channels are no more than three types: online e-commerce (transparent price but slow after-sales repair), Tianhe Gang top store (stock more but will check), local service providers (such as us, the price between the two but all-inclusive service). The reason why enterprise procurement leaders increasingly tend to the third category is very simple:If something goes wrong, someone will be responsible. The graphics card bought by e-commerce is broken and the warranty takes two weeks. The goods taken at the stall are not recognized when they go out. A telephone engineer from the local service provider picks up the parts on-site and prepares the top of the machine. For enterprises that cannot stop work, the price difference of these two weeks is not worth mentioning at all.

whetherGuangzhou graphics card wholesale, Guangzhou CPUs wholesale, Guangzhou motherboard wholesale, Guangzhou memory wholesale, Guangzhou hard drive wholesalestillGuangzhou Display WholesaleWe are ready for spot, wholesale price, enterprise centralized procurement and peer goods can open 13% VAT invoice.

Among our wholesale customers, the highest re-purchase rate is three categories: Internet cafes/eSports hotels (graphics cards, monitors for bulk exchange), computer peers (accessories for goods intermodulation), enterprise administration (centralized procurement of complete machines and peripherals). Peer to take goods according to wholesale agreement price, the volume can be large monthly settlement; enterprise customers sign annual supply agreement lock price, the market rose also according to the agreement price execution.

📌 From Network Engineering service page·Guide for engineers to avoid pitfalls

Enterprise Network Planning Pit-Avoidance Guide: Cabling and Wireless Coverage Doorways

15 years of engineer experience summary, help you avoid detours

First, network engineering is not as simple as "pulling a few network cables"

Many enterprises think that network engineering is "wiring + installation routing", the result is frequent drop after check-in, slow network speed, CCTV video stutter, rework cost far more than the original specification input. A qualified enterprise network, from survey, topology design, wiring specification to optimization acceptance, is a system engineering.The more detailed the early planning is, the more worry about the later operation and maintenance.This is a truth repeatedly verified by 15 years of engineering practice.

II. Structured Cabling: Concealed projects are most likely to be cut corners

Cable buried in the wall, bridge, is a typical "hidden project", but also the most prone to problems, the most difficult to rework links. When wiring, be sure to pay close attention to these points:

  • With the wire:At least five kinds of super Gigabit scenarios, recommended six kinds of lines. Poor copper clad aluminum short-term can pass, long-term inevitable packet loss, speed limit.
  • Strong ELV separation:Network cable and power line, power cable tray to maintain a distance, to avoid electromagnetic interference caused by packet loss and CCTV image noise.
  • Standard routing and labeling:Horizontal and vertical, tied neatly, and labeled at both ends. This step may seem laborious, but it is the lifeblood of future troubleshooting efficiency.
  • Point by point test:Each information point should be tested and certified with professional instruments such as Fluke, rather than "being able to access the Internet."
⚠️ Buying Reminder:When quoting, if the other party is vague and refuses to promise "point-by-point testing and delivery of test reports", most of them will shrink in the hidden link. When accepting, be sure to get the point drawings, label comparison tables and test reports. These three materials determine whether you maintain the network in the next five years.

III. Wireless coverage: full signal does not mean good experience

"Everywhere is full" is just a facade, the real wireless experience depends on concurrency, roaming and interference:

  • AP is not the more the better:Point density will cause co-frequency interference instead, so channel and power planning should be done.
  • AC+AP is the enterprise solution:The home routing stack cannot be managed uniformly. In enterprise scenarios, an AC controller + AP architecture should be implemented to achieve seamless roaming.
  • Site thermal map survey:If it is not accurate to estimate the points based on experience, it is necessary to measure the thermal distribution of the signal with professional tools and then determine the number of AP.
  • Measured roaming and concurrency:When accepting, hold the laptop while walking and test, simulate the peak concurrent, and ensure that the mobile office does not drop the line.

IV. Monitoring and network convergence: one network to do many things

Today's enterprise projects tend to be more and more "a fiber optic network carrying office data + CCTV + IPTV", multiple coverage of a construction, both saving money and easy to unify management. When planning, the ELV system such as network, monitoring, access control, etc. is designed as a whole to avoid repeated excavation and repeated wiring, and the overall cost can be reduced by about 30%.

extended reading

  • The core nodes of an enterprise network are servers and server rooms.Server RepairsumIDC HostedServices.
  • Hardware failure of network terminal equipment (computer/laptop) will also be manifested as "network problem", if necessary,PC RepairScreening.
From IDC Data Center service page·Guide for engineers to avoid pitfalls

Introduction to server room construction: key knowledge points from planning to operation and maintenance

15 years of engineer experience summary, help you avoid detours

First, the server room is not a "room for several servers"

Many people's first impression of the server room is "an air-conditioned room with a rack", but a qualified IDC server room is a precision project in which six systems of power distribution, refrigeration, wiring, monitoring, fire protection and security are coordinated.Any link that is not properly designed can turn into a business interruption.. The core concept of server room construction is: high availability, scalability and easy operation and maintenance.

Refrigeration and power distribution: two lifelines of server room design

  • Cold and hot aisle closed:The cold air is accurately sent to the air inlet of the equipment, and the hot air is concentrated and returned, which can improve the refrigeration efficiency by more than 30% and directly reduce the electricity bill.
  • Power distribution redundancy:UPS UPS + dual-channel mains + intelligent PDU is standard, ensuring that the business does not drop when the mains is interrupted.
  • Shunt metering:Intelligent PDU can be measured according to rack and equipment, which is convenient for energy consumption audit and can quickly locate overload hidden danger.
  • Power density reservation:High-density servers are becoming more and more popular, and they should be designed to allow for future power growth and avoid reinventing them a few years later.
⚠️ Buying Reminder:The most common mistake in equipment room construction is "only look at the immediate situation, leaving no margin". Once the refrigeration and power distribution are capped, it is extremely difficult to expand. When planning, it is necessary to reserve redundancy according to the business growth of 3-5 years. Otherwise, once the business is expanded, the equipment room will become a bottleneck.

3. Environmental monitoring: make the server room 7×24 unattended

Power and environmental CCTV system is the "nerve center" of the server room, real-time monitoring of temperature and humidity, leakage, smoke, access control, UPS status and other key indicators, once abnormal immediately through SMS, telephone, APP alarm. Its greatest value lies innip an accident in the bud_Air conditioning failure in the middle of the night, alarm text messages are discovered earlier than people, and can be disposed of before the temperature exceeds the standard and burns the equipment.

IV. Relocation and renovation of server rooms: professional doorways for high-risk operations

  • Non-stop relocation:The core lies in detailed migration plans, batch cutover windows and a complete rollback mechanism to minimize the risk of business interruption.
  • Old server room renovation:Line management, labeling, transformation of aging power distribution, can reduce the troubleshooting time from "hour level" to "minute level", with small investment and large income.

V. Three hard indicators for the engineering team of the server room

See if there isSimilar scale success storiesSecond, see if it can be provided.Full-process services from design, construction to operation and maintenanceSee if they promise.Specification Delivery Document(drawings, labels, test reports, operation and maintenance manuals). A fully documented server room is a truly maintainable and expandable server room.

extended reading

  • The server hardware in the IDC data centre will also fail.Server RepairThe team provides onsite/remote support.
  • The structured cabling and network equipment configuration in the construction of the server room can be entrusted to ourNetwork EngineeringThe team.

Computer repair knowledge

Data Recovery

Synology NAS suddenly fails to load, storage pool crashes? An explanation of the reasons and self-help boundaries
💾 Data Recovery
Synology NAS suddenly fails to load, storage pool crashes? An explanation of the reasons and self-help boundaries
DS920 + four-disk SHR power failure crash record: 9TB design data how to save, which buttons can point, which do not point, with UPS/snapshot/SMART four life-saving suggestions.
📅2026-09-05 ·Original·Read about 6 minutes
Hard drive clicking: never power on again: the correct handling posture of physical failure
💾 Data Recovery
Hard drive clicking: never power on again: the correct handling posture of physical failure
Hard drive clicking = physical failure of head damage, more scratches on the disk every time more power is applied. Don't freeze, don't slap, don't run software scan, clean room cleanroom platter recovery to change the head is the most secure way out, attached to 2026 4TB recovery case.
📅2026-08-05 ·Original·Reading about 5 minutes
Can you retrieve the deleted files by mistake? The key is whether you have taken this step.
💾 Data Recovery
Can you retrieve the deleted files by mistake? The key is whether you have taken this step.
Delete is not equal to disappear, files are still on the disk, the key step is to stop writing immediately. Recycle Bin → Backup → Professional recovery of the correct decision order, SSD why difficult to save, attached 2026 wedding video 1 hour to recover the case.
📅2026-07-30 ·Original·Read about 5 minutes
How much does data recovery cost? We explain exactly how we charge and include the 2026 price list.
💾 Data Recovery
How much does data recovery cost? We explain exactly how we charge and include the 2026 price list.
Why does data recovery range from hundreds to thousands? Charges are determined by fault type + difficulty + data volume. Logic RMB 300–800, bad sectors RMB 500–1500, cleanroom platter recovery RMB 800–3000, RAID 2000, teach you to identify low-cost drainage price increase routines.
📅2026-07-24 ·Original·Read about 5 minutes

2026 storage and graphics card market observation

32GB memory rose from RMB 800 to RMB 3500: 2026 storage price surge, PC build and enterprise procurement how to do
📈 Industry News
32GB memory rose from RMB 800 to RMB 3500: 2026 storage price surge, PC build and enterprise procurement how to do
DRAM contract prices rose 93-98% in a single quarter, and 32GB DDR5 quadrupled. HBM siphoned capacity chain reaction, which year the price increase will last, and four practical suggestions for PC build procurement.
📅2026-09-08 ·Original·Read about 5 minutes
RTX 50 series graphics card price increase 36-39%: GDDR7 cost accounts for 80%, 2026PC build budget how to divide
📈 Industry News
RTX 50 series graphics card price increase 36-39%: GDDR7 cost accounts for 80%, 2026PC build budget how to divide
RTX 5060 Ti 16GB rose from 569 to 805 US dollars, 5090 premium 135%. The mechanism of memory cost pushing up the price of graphics card, why AMD is relatively stable, and the purchasing strategy of three types of users.
📅2026-09-08 ·Original·Read about 5 minutes
Enterprise SSD rose 80% in a single quarter, 30TB disk rose from 3,000 to $17,500: AI took all storage prices flying
📈 Industry News
Enterprise SSD rose 80% in a single quarter, 30TB disk rose from 3,000 to $17,500: AI took all storage prices flying
NAND contract price Q2 rose 70-75%, cloud manufacturers 3-5 years to lock up production capacity, spot inventory only 3-5 weeks. SSD when the new trend of memory use, and four suggestions for enterprise storage procurement.
📅2026-09-08 ·Original·Read about 6 minutes
Mechanical hard drive price rises by 46% overnight, but you can't buy it: 2026 storage shortage tide, NAS and enterprise backup disk how to buy
📈 Industry News
Mechanical hard drive price rises by 46% overnight, but you can't buy it: 2026 storage shortage tide, NAS and enterprise backup disk how to buy
Near-line disk 14-15 USD/TB, manufacturer target 25-30 USD. Seagate West 2026 capacity sold out, long cooperation arrangement to 2028, three oligarchs control production without expansion. Attach purchase time and alternative plan.
📅2026-09-08 ·Original·Read about 6 minutes

AI computing power, systems and data center frontier dynamics

AI PC penetration rate broke 50% for the first time in 2026:143 million units of replacement tide, what exactly is the replacement?
🤖 Industry News
AI PC penetration rate broke 50% for the first time in 2026:143 million units of replacement tide, what exactly is the replacement?
Gartner predicts AI PC shipments of 143.1 million units in 2026 penetration rate of 54.7%, China 22 million units year-on-year +146.5%. But optimists said half, Morgan Stanley said 28%, enterprise procurement who to believe.
📅2026-09-08 ·Original·Read about 7 minutes
Intel 18A and TSMC 2nm landed in the same year: Panther Lake and Zen 6, how to choose CPU in 2026
🤖 Industry News
Intel 18A and TSMC 2nm landed in the same year: Panther Lake and Zen 6, how to choose CPU in 2026
Intel 3rd generation Core Ultra uses its own 18A technology + back power supply, AMD Zen 6 2nm maximum 256 cores. Two new products measured differences, AM5 old motherboard cannot be upgraded, procurement advice.
📅2026-09-08 ·Original·Read about 5 minutes
Windows 11 puts AI at the bottom of the system: Silently updated models have no release instructions, how should enterprise IT manage
🤖 Industry News
Windows 11 puts AI at the bottom of the system: Silently updated models have no release instructions, how should enterprise IT manage
26H2 brings Taskbar shift and natural language search, Copilot+ PC receives silent AI model updates without explanation. New challenges and solutions for IT administrators.
📅2026-09-08 ·Original·Read about 6 minutes
Domestic AI chip shipment first break 40%: 160,000 pieces of Ascend built reasoning cluster, enterprise landing should pay attention to what
🤖 Industry News
Domestic AI chip shipment first break 40%: 160,000 pieces of Ascend built reasoning cluster, enterprise landing should pay attention to what
In 2026, 1.65 million domestic AI chips will be shipped, accounting for 40%, and 812,000 will be the first. DeepSeek Ulanqab 160,000 only for reasoning, GLM 100,000 domestic cards — ecological status quo and enterprise evaluation list.
📅2026-09-08 ·Original·Read about 6 minutes
GB300 single GPU 1400W, rack 120kW: liquid cooling from optional to a requirement, air cooling really ended
🤖 Industry News
GB300 single GPU 1400W, rack 120kW: liquid cooling from optional to a requirement, air cooling really ended
2026 global liquid cooling penetration rate rushed up to 40%, China AIDC is expected to break 80%. Cold plate accounted for 90%, immersion attack high density, PUE requirements tightened to 1.25. What should small and medium-sized rooms do?
📅2026-09-08 ·Original·Read about 8 minutes
Global extortion attacks rose 40% year-on-year, manufacturing accounted for 65%: attackers no longer encrypt, only steal data
🤖 Industry News
Global extortion attacks rose 40% year-on-year, manufacturing accounted for 65%: attackers no longer encrypt, only steal data
1140 industrial extortion incidents in Q2 2026, 44 organizations attacked 164 organizations in China +76.7% year-on-year. From encryption to pure data theft, Teams fake IT support, USB physical intrusion-new methods and defense list.
📅2026-09-08 ·Original·Read about 9 minutes

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