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Petr UlvrBusiness Development ManagerIntel Corp
Co je za zájmem o Big Data?
40%
AVERAGE SERVER COST
90%
STORAGECOST / GB
Nižší cena výpočetního výkonu & úložiště
Objem & Typ dat
10XData growth by 201690% unstructured 1
Nové investice do nástrojů & služeb
$17B
2012
$7B
2010
$3B
1: IDC Digital Universe Study December 20122: Intel Forecast3: IDC WW Big Data Forecast
2002 - 20122 2002 - 20122
20173
Moore’s Law transistor change
$
3500x Performance
90000x Efficiency
60,000x Lower cost
Then and Now
4
Intel® 40041971
Intel® Core i5 processor2015
Moore’s Law transistor change
$
3500x Performance
90000x Efficiency
60,000x Lower cost
Gordon’sPredictions
5
“Integrated circuits
will lead to such
wonders as home
computers …
automatic controls for
automobiles, and
personal portable
communications
equipment. The
electronic wristwatch
needs only a display
to be feasible today.”
Homecomputers
Automatic car controls
Personal portablecommunications
devices
Business intelligence
Biodiversity trends
Customer purchase habits
Epidemic migration paths
Falls prevention for the elderly
Extreme weather prediction
Insight
Medical Scans
Social Media
News & Journals
SatelliteImages
E-commerce
TV &Video
Transport
Analyze/Predict
Sensors & Surveillance
Correlate
New
SERVICESOperational
EFFICIENCYCustomer
RELATIONSHIP
Hodnota dat se snižuje rychle s časem
Jen 27% CIO hodnotí své big data iniciativy jako úspěšné
ŠkálovatelnostDůvěra Rychlost
Source: “Big & Fast Data: The Rise of Insight-Driven Business” - Capgemini
Intel® Core™
Microarchitecture
New
Micro-
architecture
Intel®Xeon®7300
65nm
TOCK
Intel®Xeon®7400
New
Process
Technology
45nm
TICK
Intel® Microarchitecture
Codename Nehalem
New
Micro-
architecture
Intel®Xeon®7500
45nm
TOCK
Intel®Xeon®
E7- 4800(WSM-EX)32nm
New
Process
Technology
TICK
Intel® MicroarchitectureCodename Sandy
Bridge
32nm
New
Micro-
architecture
TOCK
22nm
New
Process
Technology
TICK
Intel® Microarchitecture
Codename Haswell
22nm
New
Micro-
architecture
TOCK
Future
14nm
New
Process
Technology
TICK
Intel®Xeon®
E7- 4800 v2
(IVB-EX)
Intel®Xeon®
E7- 4800 v3
(HSW-EX)
Refreshing Brickland Platform with New Features and Capabilities
Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. For more complete information, visit http://www.intel.com/performance/datacenter.1. Configuration: 4x Intel Xeon processor E7-8890 v3 compared to E7-4890 v2 using SAP HANA* 1 SP9
6XDůvěraVysoká
paměťBig
výkonBig
volbaBig
18 12tBPerformance increase
with Intel TSX1
Cores per CPU and4+ socket support
With 8-sockets, DDR3 & DDR4 support
Intel AES-NI, Intel AVX2 & Intel Run Sure
Technology
Up to Up to Up to
bezpečnost &spolehlivost
Nejvýkonnější platforma pro výpočetní operaci přímo v paměti
11
Intel Confidential
All products, computer systems, dates and figures specified are preliminary based on current expectations, and are subject to change without notice. Copyright © 2014 Intel Corporation. All rights reserved
Intel® Xeon® Processor E7 Family Significant Generational Improvements
Intel® Xeon® processor E7-8800/4800/2800 v2 product families (code name Ivy Bridge EX)
Intel® Xeon® processor E7-8800/4800 v3 product families (code name Haswell EX)
Process Technology 22nm
Cores / Threads Up to 15 / 30 per socket Up to 18 / 36 per socket
L3 Cache Size Up to 37.5M Up to 45M
MemoryCapacity
Up to 24 DIMMs per socket64GB max DIMM DensityUp to 6TB in 4S / Up to 12TB in 8S
Up to 24 DIMMs per socket64GB max DIMM Density Up to 6TB in 4S / Up to 12TB in 8S
DDR Support DDR3 only DDR4 + DDR3
Max Memory Speed Up to 1600MHzUp to 1600MHz (DDR4 Performance Mode)Up to 1866MHz (DDR4 Lockstep Mode)Up to 1600MHz (DDR3 Lockstep/Performance Mode)
I/O Bandwidth Up to 32 Integrated PCIe* 3.0 lanes per socket Up to 32 Integrated PCIe* 3.0 lanes per socket
Integrated Voltage Regulator (IVR)
No Yes
Intel® QPI Bandwidth Up to 3 x 8.0 GT/s per socket Up to 3 x 9.6 GT/s per socket
RASPrevious Gen + eMCA Gen 1, MCA Recovery –Execution Path, MCA – IO, PCIe* LER
Previous Gen + eMCA Gen 2, Address Based Memory Mirroring, Multiple Rank Sparing + DDR4 recovery for command & parity errors
Platform Technologies
Intel® Secure Key + Intel® OS Guard + Intel®
Integrated I/O + Intel® Direct Data I/O + Node Manager 2.0 + Intel® AVX + APICv
Previous Gen + Intel® AVX 2.0 + New 256-bit FMA Instructions + Intel® TSX + Haswell New Instruction (HNI)
* Other names and brands may be claimed as the property of others.
12
18C 150W2.3GHz 45M
18C 140W2.1GHz 45M
18C 165W2.5GHz 45M
16C 140W2.2GHz 40M
8C 115W2.0GHz 20M
14C 115W2.2GHz 35M
10C 115W1.9GHz 25M
Ba
sic
Sta
nd
ard
Ad
va
nce
d Up to 8S/Scalable* QPI: Up to 9.6 GT/s Hyper-Threading Turbo Boost DDR4 1:1 = 1.867 GHz VMSE 2:1 = 3.2 GT/s
(1600) DDR3 up to 1.6 GHz
Up to 4S/Scalable* QPI: Up to 8.0 GT/s Hyper-Threading Turbo Boost DDR4 1:1 = 1.867 GHz VMSE 2:1 = 2.667 GT/s
(1333) DDR3 up to 1.6 GHz
Up to 4S/Scalable* QPI: Up to 6.4 GT/s Hyper-Threading No Turbo DDR4 1:1 = 1.867 GHz VMSE 2:1 = 2.667 GT/s
(1333) DDR3 up to 1.333 GHz
18C 115W2.0 GHz 45M
High Performance:Low Power
Enterprise/Database
10C 165W2.8 GHz 45M
Segment Optimized
High PerformanceComputing
Advanced Standard Basic HPC
4C 140W3.2 GHz 45M
16C 165W2.5GHz 45M
12C 115W2.1GHz 30M
8S* / QPI:9.6 / HT / 45M /Turbo / DDR4 / DDR3
8S* / QPI:9.6 / HT / 45M /Turbo / DDR4 / DDR3
• *Scaling capability refers to maximum supported number of CPUs in a “glueless” platform (e.g. 8S means that this SKU can be used to populate up to 8 sockets in a single system).
• Above skus may be used in even larger than 8S systems through the use of 3RD party node controllers (not available from Intel).
Est. SPECint*_rate_base2006: Intel® Xeon® Processor E7-8800/4800 v3 Options/RCP+ Est. 4S
SIR
2670
2590
2450
2340
1910
1660
1140
963
Est. 4S SIR
1880
843
2250
2440
8S* / QPI:9.6 / HT / 45M /Turbo / DDR4 / DDR3
Lowerper core
software license fee costsHigher per core
performance
E7-8890 v3
E7-8870 v3
E7-8880 v3
E7-8860 v3
E7-4850 v3
E7-4830 v3
E7-4820 v3
E7-4809 v3
$7175
$5896
$4672
$4060
$3004
$2169
$1502
$1224
†Recommended Customer Price (“RCP”)
E7-8891 v3
E7-8880L v3
E7-8867 v3
E7-8893 v3
$6841
$6841
$4672
$6062
So
ftw
are
an
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ork
loa
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use
d in
pe
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nce
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. P
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to
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fa
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ay
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.Y
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info
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pe
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urc
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ud
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erf
orm
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at
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com
bin
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s.C
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se
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form
ati
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, vis
it
htt
p:/
/ww
w.in
tel.c
om
/pe
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nce
.
Intel® Xeon® processor E7-8800/4800 v3 Options 4-Socket Server Generational Transition Guide
13
E7-4890 v2 (15C)2.8/ 37.5M/ 155W
E7-4880 v2 (15C) 2.5/ 37.5M/ 130W
E7-4870 v2 (15C) 2.3/ 30M/ 130W
E7-4860 v2 (12C) 2.6/ 30M/ 130W
Ivy Bridge-EX
E7-4830 v2 (10C) 2.2/ 20M/ 105W
E7-4820 v2 (8C) 2.0/ 16M/ 105W
E7-4850 v2 (12C) 2.3/ 24M/ 105W
E7-4809 v2 (6C) 1.9/ 12M/ 105W
+39%
41%
77%
46%
47%
45%
51%
44%
+14%
21%
21%
29%
21%
29%
18%
56%
OLTP tpm1 Est. SPECint*_rate_base20062
E7-4809 v3 (8C) 2.0/ 20M/ 115W
E7-4830 v3 (12C) 1.8/ 30M/ 115W
E7-4820 v3 (10C) 1.9/ 25M/ 115W
E7-8890 v3 (18C)2.5/ 45M/ 165W
E7-8880 v3 (18C) 2.3/ 45M/ 150W
E7-8870 v3 (18C) 2.1/ 45M/ 140W
E7-4850 v3 (14C) 2.2/ 35M/ 115W
E7-8860 v3 (16C) 2.2/ 40M/ 140W
Haswell-EX
As of 21 April 2015 1. Source: Intel internal estimates. Results have been estimated or simulated using internal Intel analysis or architecture simulation or modeling, and provided to you for informational purposes. Any differences in your system hardware, software or configuration may affect your actual performance. For more information go to http://www.intel.com/performance. 2. Source: Intel internal measured results. Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products.Configurations: see next slides. For more complete information, visit http://www.intel.com/performance.
Est. SPECint*_
rate_base20062
2.7
5x
•Solid generational gains•Additional Cores / Cache
•IPC improvements•Even higher OLTP performance made possible with Intel® TSX
•Up to 2.75x performance delta from bottom to top
•All estimates 4S servers based
Reduced cost per transaction – up to 46% performance CAGR over past decade4-Socket (4S) Intel® Xeon® Family - Historical Database OLTP Performance
14
44
30
20
1310
4 3 2 10
5
10
15
20
25
30
35
40
45
50
2005 2005 2006 2007 2008 2010 2011+ 2014 2015
4 8 8 16 24 32 40 60 72
Xeon MP 3.66 GHz Xeon 7040
3.0 GHz
Xeon 7150N
3.5 GHz
Xeon X7350 2.93 GHz Xeon X7460 2.66 GHz Xeon X7560 2.26 GHz Xeon E7-4870
2.40 GHz
Xeon E7-4890 v2
2.80 GHz
Xeon E7-8890 v3
2.50 GHz
TOTAL CORES/NODE
TOP CPU
Nor
mal
ized
per
form
ance
to 1
.0 b
asel
ine
-fe
wer
ser
vers
indi
cate
s
bette
r va
lue
YEAR
Number of 4-socket systems required to equalize total transactions per minute1 – lower is better
Sou
rce:
Inte
l int
erna
l est
imat
es a
s of
27
Feb
ruar
y 20
15. R
esul
ts h
ave
been
est
imat
ed o
r si
mul
ated
usi
ng in
tern
al In
tel
anal
ysis
or
arch
itect
ure
sim
ulat
ion
or m
odel
ing,
and
pro
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d to
you
for
info
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iona
l pur
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s. A
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iffer
ence
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you
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stem
har
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oftw
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onfig
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may
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ore
info
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go to
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tp://
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om/p
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ce.
See
con
figur
atio
ns a
ssum
ptio
ns o
n ne
xt s
lide.
Fewer Servers - Lower Operational Costs 1 Server
5 Racks
*Other names and brands may be claimed as the property of others
Technical Computing4-Socket
Business Processing 4-Socket
21 nových světových rekordů1
Infrastructure Virtualization4 & 8-Socket
Decision Support4-Socket
General Computing2, 4 & 8-Socket
Decision Support4-Socket
Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark and MobileMark, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. For more complete information, visit http://www.intel.com/performance/datacenter. Intel does not control or audit third-party benchmark data or the web sites referenced in this document. You should visit the referenced web site and confirm whether referenced data are accurate.1. Twenty-one performance world records as of May 5, 2015.
Performance tests, such as SYSmark and MobileMark, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. Intel does not control or audit the design or implementation of third party benchmark data or Web sites referenced in this document. Intel encourages all of its customers to visit the referenced Web sites or others where similar performance benchmark data are reported and confirm whether the referenced benchmark data are accurate and reflect performance of systems available for purchase. 1. Up to 10x better perf/$ driving up to 85% lower TCO, Xeon E7 v3 over IBM POWER8, claim based on Intel estimated SPECint*_rate_base2006 results and pricing of comparable 8-processor rack servers using Intel® Xeon® processor E7-8890 v3 (18C, 2.5GHz) and IBM Power E870
using POWER8* (4.19 GHz, 10-Cores) as of March 2015. Performance/$ leadership calculation is based on system hardware price only2. Up to 85% better 4-year TCO through lower hardware and software costs claim based on Intel internal total cost of ownership tool normalizing integer throughput performance between the two options
10XAž
lepší výkon/$1
85%Až o
nižší TCO2
Vs. alternativní RISC architektury
*Other names and brands may be claimed as the property of others
*Other names and brands may be claimed as the property of others
Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark and MobileMark, are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products. For more complete information, visit http://www.intel.com/performance/datacenter. 4-Socket server configuration details as of 5/5/15:1. Up to 1.72X faster claim based on SAS* 9.4 New Mixed Analytics workload comparing Intel® Xeon® Processor E7-8890 v3 including Intel® SSD DC S3700 series scoring 0.11 sessions/hour with Intel® Xeon® Processor E7-4890 v2 including Intel® SSD DC P3700 series
scoring 0.19 sessions/hour.2. Up to 1.66X faster claim based on Vital Images VitreaAdvanced* CT analysis workloads comparing Intel® Xeon® Processor E7-8890 v3 scoring 20 concurrent users with Intel® Xeon® Processor E7-4890 v2 scoring 12 concurrent users.. 3. Up to 1.46X faster claim based on SunGard Adaptive* 13.1 Monte Carlo simulations comparing Intel® Xeon® Processor E7-8890 v3 scoring 10.0M calculations/second with Intel® Xeon® Processor E7-4890 v2 scoring 6.82 calculations/second. 4. Up to 1.21x faster claim based on TYDIC* Business Operation Support System on-line charging system workload comparing Intel® Xeon® Processor E7-8890 v3 scoring 501K tps with Intel® Xeon® Processor E7-4890 v2 scoring 411K tps. 5. Up to 6x faster claim based on SAP HANA* 1 SP9 internal on-line transaction processing (OLTP) workload comparing Intel® Xeon® Processor E7-8890 v3 enabled with Intel® TSX scoring 89,619 tpm with Intel® Xeon® Processor E7-4890 v2 scoring 14,327 tpm.
Finance
Adaptiv* 1.46Ximprovement for risk
calculations
Enterprise
HANA* 6Ximprovement for
database transactions
Health Sciences
VitreaAdvanced*
1.66X improvement for medical imaging
Business Analytics
SAS* 1.72Ximprovement for data
analytics
Telecommunication
OCS* 1.21Ximprovement for
customer transactions
1818
Rychlejší, bezpečnější, méně komplexní
• Maintain an open horizontal platform for big data
• Continue to enhance Apache Hadoop and related projects
Accelerate innovation via open source software
• Optimize performance across compute, storage, & network
• Ensure comprehensive security, enhanced by hardware
Enable CDH to run best on IA
• Establish usage models and industry standard benchmarks
• Develop reference architectures and industry-wide solutions
Foster evolution of big data ecosystem
Intel Xeon Processor E7 v3 OEMs Analytics Solutions
*Other names and brands may be claimed as the property of others
20
Big Data analýzy v cloudu mohou snížit komplexitu prostředí a čas při
seznamování se s možnostmi a
výhodami velkých dat
87% společností
zvažují využití cloudu
pro big data
Cloud4com
Cloud4com, a.s.
29. května 2015
Tomáš Novák
CTO
Cloud4com, a.s.
O společnosti Cloud4com
Cloud4com, a.s.
• Inovativní a dynamická česká firma zaměřená na IaaS –
služba Virtuální privátní datové centrum
• Data umístěná v ČR
• Flexibilita, rychlost a kompetence
• Enterprise technologie – podpora INTEL, Cisco,
VMware, Hitachi
• Člen ODC aliance; Certifikace ISO9001, ISO27001
• Reference
Certifikace Cisco
Cloud4com, a.s.
• Master Cloud and Managed Services Certified Partner
Odlišení Cloud4com
Cloud4com, a.s.
• Zaměření pouze na enterprise veřejný cloud - vPDC
• Dvouúrovňové poskytování SLA – základ uptime
99,999% plus kvalitativní parametry služby min. 99,6%
• Šifrované virtuální disky – technologie ProtectV od
splečnosti SafeNet/Gemalto
• Nasazena technologie Intel TXT zvyšující bezpečnost
• Vlastní vývoj harmonizační platformy pro cloud
management - Virtix
Není SLA jako SLA !!!
• Dostupnost systému – uptime – SLA 99,999%
• Quality of Service – SLA 99,6 - 99,999%
Cloud4com, a.s.
IaaS pro SAP HANA
Cloud4com, a.s. Confidential
• IaaS for SAP HANA• Ověřené řešení
• Spolupráce s implementačními partnery SAPu / Sabris, Con4pass
• Virtuální prostředí nebo dedikovaný HW
• Podpora SAP ČR a Intel ČR
• Reference – test, vývoj, produkce
• První poskytovatel v ČR
• SUSE Linux as a Service• C4C je certifikovaný SUSE Linux SP partner
Reference SAP HANA
Cloud4com, a.s. Confidential
• Reference• Společnost Quanti, implementační partner Sabris, koncový zákazník
E-commerce holding – MM segment
• Virtuální prostředí – test, vývoj, produkce
• Velikost RAM – 128 GB až 512 GB
• SUSE Linux as a Service
• Výhody:
– Cenová flexibilta
– Kapacitní flexibilita pro další růst
– Data v ČR
– Lokální podpora
Výhody SAP HANA v cloudu
Cloud4com, a.s. Confidential
• Zajištěna vysoká dostupnost
• Rychlost nasazení
• Flexibilita
• Realizace dočasného řešení pro PoC nebo testování
• Lokální podpora
• Data v ČR
• Dedikovaná datová linka od zákazníka do DC
Testování SAP HANA
Cloud4com, a.s. Confidential
• Bezplatný testovací režim
• Zákazníkům nabízíme možnost bezplatné realizace
proof-of-concept řešení ve virtuálním privátním datovém
centru
• Bezplatná nabídka zahrnuje:
– návrh vhodného prostředí společně se zákazníkem
– příprava prostředí pro SAP HANA
– podpora při migraci dat do testovacího prostředí
• Po ukončení testovacího režimu lze:
– uzavření a smazání prostředí bez dalšího závazku
– migrace dat zpět k zákazníkovi
– přechod do produkčního režimu s možností optimalizace
prostředí
www.cloud4com.com [email protected], a.s.
*Other names and brands may be claimed as the property of others
VolbaScale up & scale out solutions optimized on
Intel Xeon-based platforms
VýkonUp to 6X greater performance1 with Intel Xeon E7 v3 Processor Family
BezpečnostIntel AES-NI, Intel AVX2 & Intel Run Sure Technology
Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests are measured using specific computer systems, components, software, operations and functions. Any change to any of those factors may cause the results to vary. You should consult other information and performance tests to assist you in fully evaluating your contemplated purchases, including the performance of that product when combined with other products.1. Configuration: 4x Intel Xeon processor E7-8890 v3 compared to E7-4890 v2 using SAP HANA* 1 SP9 For more complete information, visit http://www.intel.com/performance/datacenter.
32
Cache Acceleration Software
Intel®
Enterprise
Edition for
Lustre
AIM Suite
Intel role v oblasti Big DataCíĺem je snižit čas a cenu řešení pro velká data
End to End Analytics
Edge Devices
Network
StorageServer
Other names and brands may be claimed as the property of others
DC Silicon/Hardware
Ecosystem Enabling
