[DGIST 보도자료] 슈퍼컴퓨터로 하던 빅데이터 분석, 컴퓨터 한 대로 처리(2016.07.07).hwp

2016.07.07() 053-785-1132, 010-4051-3190, fax 053-785-1139 [] 053-785-6315, 010-9080-0174 , - 1/400 , - DGIST( ) GStream 2.0 7() . GStream 2.0 , , IoT, , GPU PCI-e SSD 20 (2GTEPS) 2,560 . GPU : Graphics Processing Unit GPU . CPU CPU . PCI-e SSD : SSD() HDD() HDD . PCI-e SSD(PCI ) SSD SSD. GTEPS : Giga(Billion) Traversed Edges Per Second . . (edge) : (node) . [ 1] GTS : A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs Min-Soo Kim, Kyuhyeon An, Himchan Park, Hyunseok Seo, Jinwook Kim (ACM SIGMOD 2016) , , IoT, , , , . . (Human Connectome) , 1 (node) 100 (edge) . , MS IT , , (Apache) , (Pregel), (GraphX), (Giraph), (GraphLab) . , . , . GraphLab 480 CPU , 2 , 40 320 1,400 (PageRank) . GStream 2.0 PCI-e SSD , SSD GPU GPU . GPU PCI-e SSD PC 320 500 PageRank , 2,560 . 2,560 1/400 . , GraphLab PC GStream 2.0 . GStream 2.0 GStream 1.0 GStream 1.0 , GStream 2.0 1,000 IoT IoT . Top 1 , GStream 2.0 400 PC . 320 , PC , (: 2560 ) . IoT IoT . IoT . 1 . , . 1 . 2015 GStream 1.0 , PCI-E SSD GStream 2.0 . . SIGMOD ( 6 ) . GStream 2.0 GStream 3.0 . PCI-E SSD GPU GStream 2.0 ( 1) GPU (GPUs DM) . ( 2, 3) SSD GPU GPU . ( 4) GPU GPU . ( 5) GPU . [ 2] DGIST : ( / Kim, Min-Soo) : DGIST() : 1975 : 053-785-6315 / mskim@dgist.ac.kr 2006 KAIST () 2000 KAIST () 1998 KAIST () 1994 2011~ DGIST () 2015~ NVIDIA GPU Research Center () 2014~ () 2013~ () 2009~2011 IBM Almaden 2007~2009 (UIUC) , 2006~2007 KAIST , (MRPrimer) 300 GPU (GStream) IBM IBM Smart Analytics Optimizer (2010 11 ) SIGMOD, VLDB, KDD, ICDE, PPoPP, TKDE, VLDB Journal, NAR , , , IEEE ICDE 2005 Best Demonstration Award KIISE EDB 2013 Best Paper Runner-up Award 100 . 2,560 GStream 2.0 400 1 . 1,000 1 . , GraphLab 480 CPU , 2 , 5 320 1,400 . PCI-e SSD , SSD GPU GPU . GStream 2.0 GPU PCI-e SSD 320 500 2,560 . GStream 2.0 , . DGIST GPU SSD IoT , . 6 28 2016 ACM SIGMOD() . : 1. 2. DGIST 1. .

2024-02-28

1. 입찰공고_클라우드 슈퍼컴퓨터.hwp

< : 2012-27> () 1. . : 1 . : 2 ( : 4 ) . : . ( ) : , 2. . 12 14 . 76 3. ( ) . : 2012. 06. 19() 11:00 . : 202 ( ) ( ) , , , . 4. ( /() ) . : 2012. 06. 25.() 15:00 . : ( 50-1, 5, 501) 5. . 10 ( CD-ROM 2 ) - 1, . ( ) 1 . ( ) 1( ) . () 1 . 1 . ( ) 1 . ( 5/100 )- . ( ) . 1 , (http://www.dgist.ac.kr/korean/board/notice02.htm) 6. . , () . . , , , . . , . 7. . (90%) (10%) , 85% , . . . . ( , 2200.04.-158-5, 2012.04.02.) . 8. 9 37 38 , . 9. 39 44 . 10. . , , , , , . . ( ) . , . . , . . . . . , . 11. . , (T.053-785-1251, Fax.053-785-1209) (T.053-785-0510) . . , (www.dgist.ac.kr) . . 2012 06 14 [] : 1.

2024-02-28

2. 제안요청서_클라우드 슈퍼컴퓨터) 수정.hwp

( 1.0) 2012. 5. 1. 1) . 2) process demonstration . 3) 2012 E5 CPU . 4) 8 (: 4GB x 8 = 32GB). 5) (/// ) . 6) , Infiniband QDR RDMA 70% non-blocking . 7) ( HA ). 8) , Refurbished, Used, Warranty . 9) 3 80% , UPS 2 . 2. Blade Enclosure Type 35 CPU Intel Xeon E5-2670 2.6GHz 8-core 2-CPU 2-socket Memory Registered DDR3 PC3-12800 1600MHz 64GB UDIMM HDD 6Gbps SAS Hot-swap OS 300GB x 1 Data 600GB x 1 NIC 1GbE 2-port Infiniband QDR 40Gbps 2-port PCI x16 Full-type PCI nVIDIA M2075 6GB 1 GPU 3 OS Linux 35 Hot-swap Hot-swap Type RACK Type 2 CPU Intel Xeon E5-2650 2.0GHz 8-core 2-CPU 2-socket Memory Registered DDR3 PC3-12800 1600MHz 32GB HDD 6Gbps SAS Hot-swap OS 300GB x 2 (RAID1 ) NIC 1GbE 4-port Infiniband QDR 40Gbps 2-port Hot-swap Hot-swap OS OS/ OS/ DVD-ROM, USB , OS Linux RACK Type 4 CPU Intel Xeon E5-2650 2.0GHz 8-core 2-CPU 2-socket Memory Registered DDR3 PC3-12800 1600MHz 32GB HDD 6Gbps SAS Hot-swap OS 300GB x 2 (RAID1 ) NIC 1GbE 4-port Infiniband QDR 40Gbps 2-port FC HBA 8Gb FC HBA Adapter 2-port Hot-swap Hot-swap DVD-ROM, USB , OS Linux 2 1 150 1 1 90 2 Fiber Channel (8Gbs) Direct SAN Dual 2GB RAID 0, 1, 5, 6, 10 240TB (RAID 1 / 5 / 6 ) 600GB 15K x 10 (RAID 1+0 ) Throughput 2GB/s (Spec ) 14,000 IO/s (Spec ) HDD SAS/SATA 1 2 , 2 Lustre 2 6 (throughput) HPC OS RedHat Enterprise Linux 6.1 Job OS GPU GPU Infiniband Software Subnet Manager ( ) ( ) , File System Active I/O Hopping Disk I/O (//) , - GUI - , , PBS Pro, LSF Inifiband 4X QDR 36P Managed Switch (36port ) 2 . ( ) 1Gbps Ethernet 48 1 1 70% non-blocking Inifiband non-block / / UPS APC Smart-UPS VT rack mounted 30kVA 400V w/5 batt mod./ w/PDU & startup / APC Smart-UPS VT Extended RunEnclosure w/6 Batt. Modules and 5x8Startup Service 1 UPS DGIST ( ) Cooling In Row RC Chilled Water, 200-240V 50/60 Hz, IEC 309-16 1 PDU Rack PDU 2G, Switched, ZeroU, 32A, 230V, (21) C13 & (3) C19 6 APC NetShelter SX 42U 600mm Wide x 1070mm Deep Enclosure with Sides Black, 3 KVM ( ) 1 KVM 17 LCD, &, 1U 1 1 3. 1) - : 2 - : 4 2) - . 3) - 1 : Hardware . - : 1 (HPCC) (5%) , . 1 2 2 HPCC 2 HPCC 3 Operation/Maintenance manual 2 4 ( , ) 2 HPCC , http://icl.cs.utk.edu/hpcc : HPCC-1.4.1 (2010.06.01) Baseline Runs Rule, Baseline Runs Only, in one run (hpccoutf.txt Summary Section) HPL_TFlops StarDGEMM_Gflops PTRANS_GBs SingleDGEMM_Gflops StarFFT_Gflops MPIRandomAccess_GUPs SingleFFT_Gflops StarRandomAccess_GUPs MPIFFT_Gflops SingleRandomAccess_GUPs StarSTREAM_Copy SingleSTREAM_Copy StarSTREAM_Scale SingleSTREAM_Scale StarSTREAM_Add SingleSTREAM_Add StarSTREAM_Triad SingleSTREAM_Triad RandomlyOrderedRingLatency_usec RandomlyOrderedRingBandwidth_GBytes NaturallyOrderedRingLatency_usec NaturallyOrderedRingBandwidth_GBytes AvgPingPongLatency_usec AvgPingPongBandwidth_GBytes 4. 1) . 2) . - H/W S/W , 3) . 4) . 5) . 5. 1) 3(, SW 1 ) . 2) . 3) . 6. 1) 3 . 1 , , 8 24 . 2) . 2012. 5. 1. . 43( ) 2. . . 1) 12 2) 3. . . . , . . , . . , . . . , . . . . , . 4. . [ 1] , . . , , , , . . , . . , . . , . . . . . . . . . . 5. . : . : . : . ( 1 ) 1) (30 ): 1 (), 9 ( 2, 7) 2) (150 ): 1 (), 9 ( 2, 7) 2) CD : 2 . 1) 2) , . ( , ) 2011 11 TOP500 (Vendors System Share) 2011 11 TOP500 (maker/model// ) () (HPCC ) : 5% H/W (Idle &, Max Utilization &) , Version Upgrade , , , , (, ), , (AS ) ( ) : OS , : , , , , , , , , , (, , , ) 6. . . . . , 90 10 . . ( ) 100 . . [ 2] . . . 7. . 85% , . . , . . 1 . 8. . , . 1 . - , , . 1. - , , 3 - 1 2 2. - 3 / - 3 . 1. - 2011 11 TOP500 (Vendors System Share) - 2011 11 TOP500 2. Hardware - - - - (throughput), , - Infiniband (non-blocking ) - - 3. Software - - - - . 1. , - / - - , - 2. - . 1. 2 1. (90) 5 - , , - 10 - 3 10 / - 20 - 2011 11 TOP500 (Vendors System Share) 5% - 2011 11 TOP500 10% Hardware 25 - - - (throughput), , - Infiniband (non-blocking ) - - Software 15 - - - , 10 - / - - , - 5 - (10) 10 - 100 2. (15) 5 4 3 2 1 5 - , , - 2 0~1 10 0 10 - 3 10 / - (60) 2 1 0 20 10 0 20 - 2011 11 TOP500 (Vendors System Share) 5% - 2011 11 TOP500 10% Hardware 25 20 15 10 5 25 - - - (throughput), , - Infiniband (non-blocking ) - - Software 15 12 9 6 3 15 - - - (15) , 10 8 6 4 2 10 - / - - , - 5 4 3 2 1 5 - 90 3. - 1. - 2. - 3. 1 : fax : () : : fax : : , : , : , : ( ) 1. ( ), ( ) 3 () 09 ( ) 10 ( ) 11 ( ) 2. ( ), ( ) 3. ( ), ( ) () 2 ( ) - : - : , , - : - : . - : - : , , , : , 10 , 3, 9, 12, 15 : 7 , , 6, 9, 12 : 4 , 3, 6, 9 : , , , 3 - ( ), 3 . -

2024-02-28

[DGIST 보도자료] DGIST 슈퍼컴퓨터 아이렘, 세계 슈퍼컴퓨터 TOP500에서 351위 선정(2016.11.16).hwp

2016.11.16() 053-785-1132, 010-4051-3190, fax 053-785-1139 [] 053-785-1820, 010-8510-2961 DGIST , TOP500 351 - 1 - - DGIST( ) 14 2016 (ISC 2016) TOP500 DGIST (iREMB) 351 16() . DGIST (iREMB) : (Information & Communication), (Robot), (Energy System), (Material), (Brain & Cognitive Science, New Biology) DGIST 6 . DGIST 6 TOP500 455 , (GPU) 6 53% 351 . TOP500 470(TFlops) 1 470 500 . 500 4 (46), (47), DGIST , (404) . , DGIST 1 . (GPU) (CPU) 20% 68% . (CPU) 5,670, (GPU) 576 2 368700 , 1.03(PFlops) 2020 1 5 . DGIST , , , , , , , , , , , , . DGIST , , . DGIST DGIST DGIST (KOREN) 10Gbps . , 6 11 500 (www.top500.org) . (Sunway TaihuLight) 93(PFlops) 6 11 1 .

2024-02-28