Александр Мельников

Технологии Intel для

больших данных

SMG University

Big Data – Основа для больших возможностей

Циклическое развитие под действием данных

3

2.8 секстибайт сгененрированно в 20121

Расширенный

пользовательский опыт

Больше данных от устройств

40 секстибайт данных будет

сгенерированно в 20201

Больше данных для

анализа

Облако

Клиенты

Умные системы

(1) IDC Digital Universe 2020, (2) IDC

SMG University

СуперКомпьютрные Вычисления Появление эксафлопсных вычислений на наборах массивных данных

Облако Помогает корпорациям строить открытые взаимодействующие облака

Открытый код Создание кода и развитие экосистемы

Big Data – Основа для больших возможностей

Развитие Больших Данных (Big Data)

4

Intel®

TrueScale

Infiniband

* Other names and brands may be claimed as the property of others.

SMG University

Big Data – Основа для больших возможностей

Цикл данных… Внутри и Снаружи

5

Трансформация/Анализ Вычисления

Передача Сети

Данные

Хранение СХД

SMG University

Big Data – Основа для больших возможностей

Строительные блоки Больших Данных

6

отк

лик

Эне

рго

- эф

фе

кт.

Вы

со

кая

до

сту

пн.

Безо

па

сн.

Фонд технологий Intel предлагает передовые решения для аналитики Больших Данных

Вы

бо

р

Intelligent Storage1

Scale-out Storage1

Scale-up Storage1

Intel® SSD 710 series, DC S3700 (SATA)

Intel® SSD 910 series (PCIe)

Intel® Ethernet Controllers

Intel® Ethernet Adapters

Intel® Ethernet Switch Silicon

Intel® True Scale Fabric

Вычисления Сеть СХД

Intel® Distribution for Apache Hadoop

Intel® Data Center Manager

Intel® Node Manager

Intel® Expressway Service Gateway

Intel® Cache Acceleration Software

Intel’s Lustre

Intel® VT and Intel® TXT

Intel® AES-NI

ПО и Технологии

Intel® Xeon® Product Family E3-E5-E7

Intel® Atom™

Intel® Xeon PhiTM

Xeon-based storage systems are available in a wide range of configuration options from the industry’s leading storage vendors

7

Семейство продуктов Intel® Xeon® E5-2600 v3

До 50% больше ядер и объема кэш-памяти по сравнению с

предыдущим поколением

Первая серверная платформа с поддержкой памяти DDR4

Ведущие показатели производительности для

вычислительных и сетевых нагрузок для эффективной

динамической работы в облачных средах

Улучшения Intel Xeon E5 v3

Первая реализация памяти DDR4

Intel® Advanced Vector Extensions 2.0

Вычисления Хранение Сеть

Технология Intel® QuickAssist

Intel® Data Plane

Development Kit v1.7

Intel® Data Direct I/O

Intel® Intelligent Storage Acceleration

Library

Рекордная производительность новых решений на базе Intel® Xeon® E5-2600 v3

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 information go to http://www.intel.com/performance 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.

*Other names and brands may be claimed as the property of others.

1. Twenty-seven performance world records based on two-socket configurations. Source as of September 8, 2014. Full details available at: http://www.intel.com/content/www/us/en/benchmarks/server/xeon-e5-2600-v3/xeon-e5-2600-v3-summary.html

2. Comparison based on SPECpower_ssj2008 results published as of August 26, 2014. New configuration: Sugon I620-G20 platform with two Intel Xeon Processor E5-2699 v3, 8x16GB DDR4-2133 DR-RDIMM, Microsoft Windows Server 2008 R2, IBM J9 VM, 10,599 overall ssj_ops/watt. Source

Other names and brands may be claimed as the property of others.

3. Source as of September 8, 2014. New configuration: Hewlett-Packard Company HP ProLiant ML350 Gen9 platform with two Intel® Xeon® Processor E5-2699 v3, Oracle Java Standard Edition 8 update 11, 190,674 SPECjbb2013-MultiJVM max-jOPS, 47,139 SPECjbb2013-MultiJVM critical-jOPS. Source.

Baseline: Cisco Systems Cisco UCS C240 M3 platform with two Intel® Xeon® Processor E5-2697 v2, Oracle Java Standard Edition 7 update 45, 63,079 SPECjbb2013-MultiJVM max-jOPS , 23,797 SPECjbb2013-MultiJVM critical-jOPS. Source.

4. Comparisons based by Intel on publicly available specification sheet data &/or white papers

Включая самый

энергоэффективный2 сервер в

мире

До 3 раз увеличение производительности

До 6 раз увеличение

пропускной способности с последними SSD4

До 40GbE для улучшений сетевой виртуализации

Server– Benchmark Platform Importance

SAP Sales & Distribution* (2-

Tier) on Windows*

IBM System x3650 M5*

2-socket world record on

Microsoft Windows19

Workstation:– Benchmark Platform Importance

SPECapc* for Maya* 2012 Lenovo ThinkStation*

P900

World record

(out of all results)20

SPECapc for 3ds Max* 2015 –

CPU Composite

Lenovo ThinkStation

P700

2-socket world record21

SPECwpc* 1.0.4 – Financial

Services

Lenovo ThinkStation

P900

World record

(out of all results)22

Преимущества на реальных задачах

1

0

Финансы

54% улучшение на задачах управления рисками Sungard 3

Аналитика Больших Данных

Улучшение 110% для анализа данных

Cloudera Hadoop 1

Телекоммуникации

36% улучшение Huawei’s FusionSphere

для виртуализации сетевых функций5

Научные

вычисления

47% улучшение при работе с

медицинскими изображениями

Neusoft CT 2

Производство

78% улучшение при анализе дизайна и

симуляции с помощью LS DYNA4

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.

*Other brands and names are the property of their respective owners.

Configuration Details as of 9/8/14:

1. Up to 2.1x increased performance claim on Cloudera* Hadoop workload based on comparing baseline configuration: 2TB data set on 10-node cluster with 1 name node/resource manager, 1 Cloudera services node, and 8 data nodes. Each node configured as Intel® Server Board S2600CP with two

Intel® Xeon® processor E5-2680 v2 (12C, 2.8GHz, 25M, 115W), 128GB DDR3 memory, Intel® 82599ES 10Gb Ethernet Controller, 1 x 800GB Intel® SSD DC S3500 for OS drive, 12 x 2TB Seagate Constellation 7200 RPM HDDs for storage, Cent OS 6.5, CDH5. BigBench query16 – sales impact on

price change: 878 seconds to the new configuration: 2TB data set on 10-node cluster with 1 name node/resource manager, 1 Cloudera services node, and 8 data nodes. Each node configured as Intel® Server System R2208WTTYS with two Intel® Xeon® processor E5-2699 v3 (18C, 2.3GHz, 45M,

145W), 192GB DDR4 memory, Intel® Ethernet Controller X540-AT2, 1 x 800GB Intel® SSD DC S3500 for OS drive, 12 x 2TB Seagate Constellation 7200 RPM HDDs,1 x 2TB Intel SSD DC P3700, 1 x 2TB Intel SSD DC P3600 for storage, Cent OS 6.5, CDH5. BigBench query16 – sales impact on

price change: 403 seconds. Testing done by Intel.

2. Up to 47% faster claim based on Neusoft CT* workload comparing Intel® Xeon® Processor E5-2697 v2 using Intel® AVX with Intel® Xeon® Processor E5-2697 v300 series using Intel AVX2. Testing done by Intel.

3. Up to 54% faster claim based on SunGard Adaptiv* workload comparing Intel® Xeon® Processor E5-2697 v2 with Intel® Xeon® Processor E5-2697 v3. Testing done by Intel.

4. Up to 78% faster claim based on LSTC LS-DYAN Hybrid* comparing Intel® Xeon® Processor E5-2697 v2 with Intel® Xeon® Processor E5-2697 v3, and Intel® SSD DC S3700 series with Intel® SSD DC P3700 series. Testing done by Intel.

5. Up to 36% faster claim based on Huawei FusionSphere* workload comparing Intel® Xeon® Processor E5-2697 v2 with Intel® Xeon® Processor E5-2697 v3. Testing done by Huawei.

For more information go to http://www.intel.com/performance.

11

Решения, которые лучше работают вместе

SAP ERP*

Intel® Xeon®

Processor E5-2600

v3 Product Family

2014

2010

2014

Baseline

• SAP EHP4* + • IBM DB2* 9.7 • Intel® Xeon® Processor

X5690

Software Upgrade

+ SAP EHP5* + IBM DB2* 10

• Fast queries with automatic optimizations

• Efficient indexing

Better Together

Up to 3X performance3

• Improve querying speed

• Support more users3

Benchmark: SAP* SD 2-tier

Hardware Upgrade

+ Intel® Xeon® Processor E5-2699 v3

• Increased parallelism with up to 18 cores • Intel® AVX2 delivers up to 4x DP

FLOPS/core and supports 2x wider vector integer instructions1

• Up to 2.7x memory capacity2

*Other names and brands may be claimed as the property of others.

SAP

an

d S

AP

Net

Wea

ver

are

the

regi

ster

ed t

rad

emar

ks o

f SA

P A

G in

Ger

man

y an

d in

sev

eral

oth

er c

ou

ntr

ies.

See

w

ww

.sap

.co

m/b

ench

mar

k fo

r m

ore

in

form

atio

n.

S

oftw

are

and w

ork

loads u

sed in p

erf

orm

ance t

ests

may

have b

een o

ptim

ized f

or

perf

orm

ance o

nly

on Inte

l

mic

ropro

cessors

. P

erf

orm

ance t

ests

, such a

s S

YS

mark

and M

obile

Mark

, are

measure

d u

sin

g s

pecific

com

pute

r

sys

tem

s,

com

ponents

, softw

are

, opera

tions a

nd f

unctions.

Any

change t

o a

ny

of

those f

acto

rs m

ay

cause t

he

results t

o v

ary

. Y

ou s

hould

consult o

ther

info

rmation a

nd p

erf

orm

ance t

ests

to a

ssis

t yo

u in f

ully

evalu

ating y

our

conte

mpla

ted p

urc

hases,

inclu

din

g t

he p

erf

orm

ance o

f th

at

pro

duct

when c

om

bin

ed w

ith o

ther

pro

ducts

.

For

more

info

rmation,

vis

it inte

l.com

/perf

orm

an

ce

*1,2

,3,4

+ C

onfigura

tion d

eta

ils a

nd a

dditio

nal in

form

ation o

n t

he f

ollo

win

g p

age.

12

Конфигурация SAP* и Intel® Xeon® Processor E5-2600 v3

*Other names and brands may be claimed as the property of others.

1* The Intel® Xeon® processor E5 product family supports Intel® Advanced Vector Extensions (Intel® AVX), which increases maximum vector size from 128 to 256 bits. Compared to the

Intel® Xeon® processor 5600 series, Intel AVX enables up to twice the work to be accomplished per clock cycle during floating point and vector operations.

2* Up to 2.7X memory capacity based on a 2-socket platform: Intel® Xeon® processor X5600 series supports 18 DIMMS, max memory per DIMM of 32 GB RDIMM; Intel® Xeon®

processor 2600v3 family supports 24 DIMMs, max memory per DIMM of 64GB RDIMM. This enables 2.7x the memory.

3* Up to 3x performance improvement based as of September 8, 2014 on SAP SD 2-tier workload comparing baseline IBM System x3650 M3 with two Intel® Xeon® Processor X5690

using SAP EHP 4 for ERP 6.0 scoring 5100 to the IBM System x3650 M5 platform platform with two Intel Xeon Processor E5-2699 v3 (18 cores, 36 threads), Windows Server 2012 R2, IBM

DB2 10, SAP enhancement package 5 for SAP ERP 6.0, number of SAP SD benchmark users: 16,000. The SAP certification number was not available at press time and can be found at

the following Web page: www.sap.com/benchmark.

Processor Intel® Xeon® Processor X5690

(6C, 3.46 GHz, 130W) Intel® Xeon® Processor E5-2699 v3

(18C, 2.3 GHz, 145W)

Sockets 2 2

Memory 96 GB 256 GB

SAP* enhancement

package

SAP* enhancement package 4 for SAP ERP 6.0

SAP* enhancement package 5 for SAP* ERP 6.0

OS Windows Server* 2008

Enterprise Edition Windows Server* 2012 R2

Database IBM DB2* 9.7 IBM DB2* 10

SAP SD benchmark users 5,100 16,0002

Intel Confidential — Do Not Forward

Семейство процессоров Intel® Xeon®

E5 v3

Процессоры Intel® Xeon®,

Твердотельные накопители, ПО

Адаптеры и контроллеры

Intel® 40Gb Ethernet

13

Intel® Xeon® E5 v3: выигрышная комбинация

Вычислени

я

Network

Хранение

SMG University

Big Data – Основа для больших возможностей

Заключение: Intel и Большие Данные

14

Распространение архитектуры Intel демократизирует внедрение и

производительность Больших Данных повсеместно

Ускорение аналитики:

ЦПУ, СХД, сеть

Оптимизированный

программный стек ISV и

сервисы

Стимуляция роста

маркетинговых

партнеров

Поиск решений и

привлечение научного

сообщества

Использование

аналитики на местах