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Технологии Intel для
больших данных
Александр Мельников
Big Data – Основа для больших возможностей
Циклическое развитие под действием данных
40 секстибайт данных будет
сгенерированно в 20201
Клиенты
Облако
Расширенный
пользовательский опыт
Умные системы
Больше данных для
анализа
2.8 секстибайт
сгененрированно в 20121
(1) IDC Digital Universe 2020, (2) IDC
SMG University
Больше данных от устройств
3
Big Data – Основа для больших возможностей
Развитие Больших Данных (Big Data)
Intel®
TrueScale
Infiniband
СуперКомпьютрные Вычисления
Появление эксафлопсных вычислений на наборах массивных данных
Облако
Помогает корпорациям строить открытые взаимодействующие облака
Открытый код
Создание кода и развитие экосистемы
* Other names and brands may be claimed as the property of others.
SMG University
4
Big Data – Основа для больших возможностей
Цикл данных… Внутри и Снаружи
Трансформация/Анализ
Вычисления
Данные
Передача
Сети
SMG University
Хранение
СХД
5
Big Data – Основа для больших возможностей
Строительные блоки Больших Данных
Сеть
СХД
ПО и Технологии
Intel® Xeon® Product
Family E3-E5-E7
Intel® Ethernet
Controllers
Intelligent Storage1
Intel® Distribution for
Apache Hadoop
Intel® Atom™
Intel® Ethernet Adapters
Энергоэффект.
отклик
Вычисления
Xeon
PhiTM
Intel® Ethernet
Switch Silicon
Intel® True Scale Fabric
Scale-up Storage1
Intel® SSD 710 series, DC
S3700 (SATA)
Intel® SSD 910 series
(PCIe)
Intel® Data Center Manager
Intel® Node Manager
Intel® Expressway Service
Gateway
Intel® Cache Acceleration
Software
Выбор
Intel’s Lustre
Intel® VT and
Intel® TXT
Высокая
доступн.
Безопасн.
Intel®
Scale-out Storage1
Intel® AES-NI
Фонд технологий Intel предлагает передовые решения для аналитики
Больших Данных
Xeon-based storage systems are available in a wide range of configuration options from the industry’s leading storage vendors
SMG University
6
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
7
Улучшения Intel Xeon E5 v3
Вычисления
Хранение
Первая реализация
памяти DDR4
Intel® Data Direct I/O
Intel® Advanced
Vector Extensions 2.0
Intel® Intelligent
Storage Acceleration
Library
Сеть
Технология Intel®
QuickAssist
Intel® Data Plane
Development Kit v1.7
Рекордная производительность новых решений
на базе Intel® Xeon® E5-2600 v3
До 3 раз увеличение
производительности
До 6 раз увеличение
пропускной способности с
последними SSD4
До 40GbE для улучшений
сетевой виртуализации
Server– Benchmark
SAP Sales & Distribution* (2Tier) on Windows*
Workstation:– Benchmark
SPECapc* for Maya* 2012
Platform
Importance
IBM System x3650 M5* 2-socket world record on
Microsoft Windows19
Platform
Lenovo ThinkStation*
P900
SPECapc for 3ds Max* 2015 – Lenovo ThinkStation
CPU Composite
P700
SPECwpc* 1.0.4 – Financial
Lenovo ThinkStation
Services
P900
Importance
World record
(out of all results)20
2-socket world record21
World record
(out of all results)22
Включая самый
энергоэффективный2 сервер в
мире
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
Преимущества на реальных задачах
Аналитика
Больших Данных
Улучшение 110% для
анализа данных
Cloudera Hadoop 1
1
0
Научные
вычисления
47% улучшение при
работе с
медицинскими
изображениями
Neusoft CT 2
Финансы
Производство
Телекоммуникации
54% улучшение на
задачах управления
рисками Sungard 3
78% улучшение при
анализе дизайна и
симуляции с
помощью LS DYNA4
36% улучшение
Huawei’s FusionSphere
для виртуализации
сетевых функций5
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.
2014
SAP ERP*
2014
Intel® Xeon®
Processor E5-2600
v3 Product Family
2010
Baseline
•
•
•
SAP EHP4* +
IBM DB2* 9.7
Intel® Xeon® Processor
X5690
Software Upgrade
•
Fast queries with automatic optimizations
•
Efficient indexing
Better Together
+ SAP EHP5*
+ IBM DB2* 10
Up to
*Other names and brands may be claimed as the property of others.
3X performance
3
•
Improve querying speed
•
Support more users3
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
Benchmark: SAP* SD 2-tier
11
SAP and SAP NetWeaver are the registered trademarks of SAP AG in Germany and in several other countries. See
www.sap.com/benchmark for more information.
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, visit intel.com/performance
*1,2,3,4 + Configuration details and additional information on the following page.
Решения, которые лучше работают вместе
Конфигурация SAP* и Intel® Xeon® Processor E5-2600 v3
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 4 for SAP ERP
6.0
SAP* enhancement package 5 for SAP* ERP
6.0
Windows Server* 2008
Enterprise Edition
Windows Server* 2012 R2
IBM DB2* 9.7
IBM DB2* 10
5,100
16,0002
Processor
SAP* enhancement
package
OS
Database
SAP SD benchmark users
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.
*Other names and brands may be claimed as the property of others.
12
Intel® Xeon® E5 v3: выигрышная комбинация
Вычислени
я
Семейство процессоров Intel® Xeon®
E5 v3
Network
Адаптеры и контроллеры
Intel® 40Gb Ethernet
Хранение
Процессоры Intel® Xeon®,
Твердотельные накопители, ПО
13
Intel Confidential — Do Not Forward
Big Data – Основа для больших возможностей
Заключение: Intel и Большие Данные
Распространение архитектуры Intel демократизирует внедрение и
производительность Больших Данных повсеместно
Ускорение аналитики:
ЦПУ, СХД, сеть
Оптимизированный
программный стек ISV и
сервисы
Поиск решений и
привлечение научного
сообщества
SMG University
Стимуляция роста
маркетинговых
партнеров
Использование
аналитики на местах
14
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