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Networking for AI Workloads: Kodi Netiweki Zofunikira pa AI Ndi Chiyani?

Kodi mawaya 8 mu chingwe cha Ethernet amachita chiyani?

Mawu Oyamba

Artificial Intelligence (AI) ikusintha mafakitale, kuchoka pazaumoyo kupita pakupanga, popangitsa kuti anthu azipanga zisankho mwanzeru komanso zodzipangira okha. Komabe, kupambana kwa ntchito za AI kumadalira kwambiri ma network omwe ali pansi. Mosiyana ndi makompyuta amtundu wamtundu, kuchuluka kwa ntchito za AI kumatulutsa kusuntha kwakukulu kwa data, komwe kumafunikira mayankho amphamvu komanso ogwira mtima. Ndiye, ndi zotani zomwe ma netiweki amafunikira pa AI, ndipo mungawonetse bwanji kuti zomangamanga zanu zikuyenda bwino? Tiyeni tifufuze.

Zovuta Zapadera za AI Workloads

Kuchulukitsitsa kwa ntchito za AI, monga kuphunzitsa mitundu yophunzirira mozama kapena kugwiritsa ntchito nthawi yeniyeni, kumatulutsa ma data omwe ndi osiyana kwambiri ndi ntchito zamakompyuta akale. Mavutowa ndi awa:

Njovu Zimayenda

Ntchito za AI nthawi zambiri zimapanga mitsinje yayikulu, yosalekeza yomwe imadziwika kuti "njovu ikuyenda." Mayendedwewa amatha kuchulukitsira njira zina zamanetiweki, kupangitsa kusokonekera komanso kuchedwa.

Magalimoto Ambiri mpaka Mmodzi

M'magulu a AI, njira zingapo zimatha kutumiza deta kwa wolandila m'modzi, zomwe zimatsogolera ku network backpressure, kuchulukana, komanso kutayika kwa paketi.

Zofunikira Zochepa Zakuchedwa

Ntchito zenizeni za AI, monga magalimoto odziyimira pawokha kapena ma robotiki, zimafuna latency yotsika kwambiri kuti zitsimikizire kupanga zisankho panthawi yake.

Cat.6 UTP

Cat6 Cable

UTP

Chingwe cha Cat5e

UTP
Cat.5e UTP 4Pair

Zofunikira pamanetiweki a AI

Kuti athane ndi zovuta izi, maukonde a AI ayenera kukwaniritsa izi:

Bandwidth Yapamwamba

Kuchuluka kwa ntchito za AI kumafuna kutumiza kwa data kothamanga kwambiri kuti agwire ma dataseti akulu. Zingwe za Efaneti monga Cat6, Cat7, ndi Cat8 zimagwiritsidwa ntchito nthawi zambiri, ndipo Cat8 imapereka liwiro lofikira 40 Gbps pamtunda waufupi.

Low Latency

M'magulu a AI, njira zingapo zimatha kutumiza deta kwa wolandila m'modzi, zomwe zimatsogolera ku network backpressure, kuchulukana, komanso kutayika kwa paketi.

Zolumikizira

Zolumikizira zokhazikika za RJ45 kapena M12 zimagwiritsidwa ntchito kulumikiza zingwe ku zida, kupereka kulumikizana kotetezeka komanso kothandiza.

Zofunika Kwambiri za Industrial Ethernet Cables

Kudalirika Kwambiri

Mapangidwe otetezedwa amachepetsa EMI, kuwonetsetsa kufalikira kwa data mokhazikika ngakhale m'malo ovuta monga chinyezi chambiri, kutentha kwambiri, kapena kukhudzidwa ndi mankhwala.

Low Latency

Kuchepetsa latency ndikofunikira pamapulogalamu enieni a AI. Matekinoloje monga RDMA (Remote Direct Memory Access) ndi RoCE (RDMA over Converged Ethernet) amathandizira kuchepetsa kuchedwa popangitsa kuti pakhale kukumbukira kwachindunji pakati pa zida.

Adaptive Routing

Kuti njovu zisamayende bwino komanso kupewa kusokonekera, njira zosinthira zimagawa deta m'njira zomwe zimakhala zochepa kwambiri.

Kuletsa Kusokoneza

Ma algorithms apamwamba amawunika ndikuwongolera kuchuluka kwa magalimoto pamanetiweki, kuwonetsetsa kuti magwiridwe antchito akuyenda bwino ngakhale atalemedwa kwambiri.

Scalability

Ma network a AI akuyenera kukulirakulira momasuka kuti athe kukwaniritsa zomwe zikukula. Makina opangidwa ndi ma cabling, monga ma patch panels ndi zingwe zopanda mpweya, amapereka kusinthasintha ndi kudalirika kofunikira pakukulitsa.

Momwe RDMA ndi RoCE Zimalimbikitsira Ma AI Networks

RDMA ndi RoCE ndiwosintha masewera pa intaneti ya AI. Amathandiza:

Direct Data Transfer Mwa kudutsa CPU, RDMA imachepetsa latency ndikuwongolera bwino.
Adaptive Routing Maukonde a RoCE amagwiritsa ntchito njira zosinthira kuti agawane magalimoto mofanana, kupewa kutsekeka.
Kuwongolera Kuchulukana Ma algorithms apamwamba kwambiri komanso ma buffer ophatikizidwa amaonetsetsa kuti deta ikuyenda bwino, ngakhale panthawi yolemetsa kwambiri.

Kusankha Mayankho Oyenerera a Cabling

Maziko a netiweki ya AI iliyonse ndizomwe zimapangidwira. Nazi zomwe muyenera kuziganizira:

Ethernet Cables Zingwe za Cat6 ndi Cat7 ndizoyenera kugwiritsa ntchito AI ambiri, koma Cat8 ndiyabwino pamalumikizidwe othamanga kwambiri, otalikirana.
Patch Panel Patch mapanelo amalinganiza ndikuwongolera maulalo a netiweki, kupangitsa kuti zikhale zosavuta kukulitsa ndi kukonza maziko anu.
Zingwe Zopanda Oxygen Zingwezi zimapereka mawonekedwe apamwamba kwambiri komanso kukhazikika, kuonetsetsa kuti magwiridwe antchito odalirika m'malo ovuta.
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Kusankha Mayankho Oyenerera a Cabling

Ku Gulu la Aipu Waton, timakhazikika pamakina apamwamba opangidwa kuti akwaniritse ntchito za AI. Kaya mukumanga netiweki ya AI yatsopano kapena kukweza yomwe ilipo, mayankho a ma cabling a Aipu Waton amapereka kudalirika ndi magwiridwe antchito omwe mukufuna.

Pezani ELV Cable Solution

Zingwe Zowongolera

Za BMS, BUS, Industrial, Instrumentation Cable.

Dinani apa

Kapangidwe ka Cabling System

Network&Data, Chingwe cha Fiber-Optic, Patch Cord, Ma module, Faceplate

Dinani apa

2024-2025 Zowonetsera & Zochitika

Apr.16th-18th, 2024 Middle-East-Energy ku Dubai

SA. N32

Epulo 16-18, 2024 Securika ku Moscow

Nyumba 8 - D4041

Meyi.9th, 2024 NTCHITO YATSOPANO NDI TEKNOLOGIES IYAMULUKA ku Shanghai

Mtengo Wawiri Wolemba HILTON - 2F - Chipinda Chokumana

Oct.22nd-25th, 2024 CHITENDERO CHINA ku Beijing

E3.B29

Nov.19-20, 2024 CONNECTED DZIKO KSA

D50

Apr.7-9, 2025 MIDDLE EAST ENERGY ku Dubai

SA N32

Apr. 23-25, 2025 Securika Moscow

Pavilion3 - Hall15 - E3
Nthawi yotumiza: Mar-06-2025