Interconnect Your Future Enabling the Best Datacenter Return on Investment. TOP500 Supercomputers, November 2017
|
|
|
- Harvey Gregory
- 6 years ago
- Views:
Transcription
1 Interconnect Your Future Enabling the Best Datacenter Return on Investment TOP500 Supercomputers, November 2017
2 InfiniBand Accelerates Majority of New Systems on TOP500 InfiniBand connects 77% of new HPC systems (June 17 Nov 17) InfiniBand connects 6 times more new systems versus proprietary interconnects (June 17 - Nov 17) InfiniBand connects 15 times more new systems versus Ethernet (June 17 - Nov 17) Mellanox accelerates the fastest supercomputer in the world InfiniBand connects 2 of the top 5 supercomputers (#1, #4) Mellanox connects 39% of overall TOP500 systems (192 systems, InfiniBand and Ethernet) InfiniBand connects 33% of the total TOP500 systems (164 systems) InfiniBand connects 60% of the HPC TOP500 systems 25G Ethernet first appearance on the Nov 17 TOP500 list (China Hyperscale company) - 19 systems, all are Mellanox connected Mellanox connects all of 25G, 40G and 100G Ethernet system on the list InfiniBand is the Interconnect of Choice for HPC Infrastructures Enabling Machine Learning, High-Performance, Web 2.0, Cloud, Storage, Big Data Applications 2017 Mellanox Technologies 2
3 Mellanox Connects the World s Fastest Supercomputer National Supercomputing Center in Wuxi, China #1 on the TOP500 List 93 Petaflop performance, 3X higher versus #2 on the TOP500 41K nodes, 10 million cores, 256 cores per CPU Mellanox adapter and switch solutions * Source: Report on the Sunway TaihuLight System, Jack Dongarra (University of Tennessee), June 20, 2016 (Tech Report UT-EECS ) 2017 Mellanox Technologies 3
4 Mellanox InfiniBand Accelerates Two of TOP5 Supercomputers National Supercomputing Center in Wuxi, China #1 on the TOP500 List Japan Agency for Marine-Earth Science and Technology #4 on the TOP500 List, 19 Petaflops 2017 Mellanox Technologies 4
5 InfiniBand Accelerates Artificial Intelligence (AI) and Deep Learning Facebook AI Supercomputer #35 on the TOP500 List NVIDIA AI Supercomputer #36 on the TOP500 List EDR InfiniBand In-Network Computing technology key for scalable Deep Learning systems RDMA accelerates Deep Learning performance by 2X, becomes de-facto solution for AI 2017 Mellanox Technologies 5
6 Mellanox Accelerates Next Generation HPC and AI Systems Summit CORAL System Sierra CORAL System Fastest Supercomputer in Japan Fastest Supercomputer in Canada InfiniBand Dragonfly+ Topology Highest Performance with InfiniBand 2017 Mellanox Technologies 6
7 Mellanox In the TOP500 Mellanox accelerates the fastest supercomputer on the list InfiniBand connects 2 of top 5 systems - #1 (China) and #4 (Japan) InfiniBand connects 6 times more new HPC systems versus OmniPath (June 17 - Nov 17) InfiniBand connects 15 times more new HPC systems versus Ethernet (June 17 - Nov 17) InfiniBand connects 77% of new HPC systems (June 17 Nov 17) Mellanox connects 39 percent of overall TOP500 systems (192 systems, InfiniBand and Ethernet) InfiniBand connects 33 percent of the total TOP500 systems (164 systems) InfiniBand connects 60 percent of the HPC TOP500 systems 25G Ethernet first appearance on the Nov 17 TOP500 list (China Hyperscale company) - 19 systems, all are Mellanox connected Mellanox connects all of 25G, 40G and 100G Ethernet systems InfiniBand is the most used high-speed Interconnect on the TOP500 InfiniBand is the preferred interconnect for Artificial Intelligence and Deep Learning systems Mellanox enable highest ROI for Machine Learning, High-Performance, Cloud, Storage, Big Data and more applications Paving The Road to Exascale Performance 2017 Mellanox Technologies 7
8 TOP500 Interconnect Trends The TOP500 List has Evolved to Include Both HPC and Cloud / Web2.0 Hyperscale Platforms For the HPC Platforms, InfiniBand Continues it s Leadership as the Most Used Interconnect Solution Mellanox Connects all 25, 40 and 100G Ethernet Systems 2017 Mellanox Technologies 8
9 TOP500 Interconnect Trends (Ethernet Speed Details) The TOP500 List has Evolved to Include Both HPC and Cloud / Web2.0 Hyperscale Platforms For the HPC Platforms, InfiniBand Continues it s Leadership as the Most Used Interconnect Solution Mellanox Connects all 25, 40 and 100G Ethernet Systems 2017 Mellanox Technologies 9
10 New TOP500 HPC Systems June 17 Nov 17 (6 Months Period) New TOP500 HPC Systems Added to TOP500 List Between June 17 to Nov 17 InfiniBand Accelerates 6X New Systems Compare to OmniPath InfiniBand Accelerates 15X New Systems Compare to Ethernet 2017 Mellanox Technologies 10
11 TOP500 HPC Systems TOP500 Interconnect Trends TOP500 List Includes HPC and Non-HPC Systems InfiniBand is the Interconnect of Choice for HPC Systems 2017 Mellanox Technologies 11
12 InfiniBand Solutions TOP100, 200, 300, 400, 500 InfiniBand is The Most Used High-Speed Interconnect of the TOP500 Superior Performance, Scalability, Efficiency and Return-On-Investment 2017 Mellanox Technologies 12
13 InfiniBand Solutions TOP100, 200, 300, 400, 500 HPC Systems Only (Excluding Cloud, Web2.0 etc. Systems) InfiniBand is The Most Used Interconnect For HPC Systems Superior Performance, Scalability, Efficiency and Return-On-Investment 2017 Mellanox Technologies 13
14 Maximum Efficiency and Return on Investment Mellanox smart interconnect solutions enable In-Network Computing and CPU-Offloading Critical with CPU accelerators and higher scale deployments Ensures highest system efficiency and overall return on investment InfiniBand System: NASA, System Efficiency: 84% System: NCAR, System Efficiency: 90% System: US Army, System Efficiency: 94% Omni-Path System: CINECA, System Efficiency: 57% System: Barcelona, System Efficiency: 62% System: TACC, System Efficiency: 53% 1.7X Higher System Efficiency! 43% System Resources not Utilized! 2017 Mellanox Technologies 14
15 Mellanox Interconnect Technology Enables a Variety of Applications NVMe, NVMe Over Fabrics GPUDirect Software Defined Storage Big Data Storage Image, Video Recognition Voice Recognition & Search HPC RDMA Hadoop / Spark SQL & NoSQL Database Deep Learning SHARP NCCL MPI Sentiment Analysis Fraud & Flaw Detection 2017 Mellanox Technologies 15
16 Mellanox In-Network Computing Delivers Highest Performance In-Network Computing 10X Performance Acceleration Critical for HPC and Machine Learning Applications In-Network Computing 35X Performance Acceleration Delivers Highest Application Performance Self-Healing Technology 5000X Faster Network Recovery Unbreakable Data Centers GPUDirect RDMA GPU Acceleration Technology 10X Performance Acceleration Critical for HPC and Machine Learning Applications 2017 Mellanox Technologies 16
17 Mellanox Intelligent Network Unlocks the Power of Artificial Intelligence RDMA Supercharges Leading AI Frameworks Cognitive Toolkit 60% Higher ROI Mellanox Supercharges Leading AI Companies 50% Lower CapEx & OpEx 2017 Mellanox Technologies 17
18 InfiniBand Delivers Best Return on Investment % Higher Return on Investment Up to 50% Saving on Capital and Operation Expenses Highest Applications Performance, Scalability and Productivity Weather Automotive Chemistry Molecular Dynamics Genomics 1.3X Better 2X Better 1.4X Better 1.7X Better 1.3X Better 2017 Mellanox Technologies 18
19 InfiniBand for Automotive Design - LS-DYNA Application Example InfiniBand Always Wins: $213,042 Best Performance. Best R.O.I. System Cost OmniPath $491,280 With Free Network InfiniBand $278,238 $213,042 Cost 43% Savings Lower TCO Based on 32-node Scalable Unit Performance 2017 Mellanox Technologies 19
20 InfiniBand for Computational Fluid Dynamic Fluent Application Example InfiniBand Always Wins: $441,690 Best Performance. Best R.O.I. System Cost OmniPath $982,560 With Free Network InfiniBand $540,870 $441,690 Cost 45% Savings Lower TCO Based on 64-node Scalable Unit Performance 2017 Mellanox Technologies 20
21 InfiniBand Chemistry Simulation VASP Application Example InfiniBand Always Wins: $98,718 Best Performance. Best R.O.I. System Cost OmniPath $245,640 With Free Network InfiniBand $146,922 $98,718 Cost 40% Savings Lower TCO Based on 16-node Scalable Unit Performance 2017 Mellanox Technologies 21
22 SPEED Interconnect Technology: The Need for Speed and Intelligence 400G NDR 200G HDR 100G EDR LS-DYNA (FEA) OpenFOAM (CFD) Homeland Security Weather Cosmological Simulations Human Genome The Large Hadron Collider (CERN) Brain Mapping 56G FDR 40G QDR SIZE 100 Nodes 1,000 Nodes 10,000 Nodes 100,000 Nodes 1,000,000 Nodes 2017 Mellanox Technologies 22
23 The Intelligent Interconnect Overcomes Performance Bottlenecks CPU-Centric (Onload) Data-Centric (Offload) Must Wait for the Data Creates Performance Bottlenecks Analyze Data as it Moves! Faster Data Speeds and In-Network Computing Enable Higher Performance and Scale 2017 Mellanox Technologies 23
24 In-Network Computing Enables Data-Centric Data Center Faster Data Speeds and In-Network Computing Enable Higher Performance and Scale 2017 Mellanox Technologies 24
25 Highest-Performance 100Gb/s Interconnect Solutions 100Gb/s Adapter, 0.6us latency million messages per second (10 / 25 / 40 / 50 / 56 / 100Gb/s) 36 EDR (100Gb/s) Ports, <90ns Latency Throughput of 7.2Tb/s 7.02 Billion msg/sec (195M msg/sec/port) GbE Ports, 64 25/50GbE Ports (10 / 25 / 40 / 50 / 100GbE) Throughput of 3.2Tb/s Transceivers Active Optical and Copper Cables (10 / 25 / 40 / 50 / 56 / 100Gb/s) VCSELs, Silicon Photonics and Copper MPI, SHMEM/PGAS, UPC For Commercial and Open Source Applications Leverages Hardware Accelerations 2017 Mellanox Technologies 25
26 Highest-Performance 200Gb/s Interconnect Solutions 200Gb/s Adapter, 0.6us latency 200 million messages per second (10 / 25 / 40 / 50 / 56 / 100 / 200Gb/s) 40 HDR (200Gb/s) InfiniBand Ports 80 HDR100 InfiniBand Ports Throughput of 16Tb/s, <90ns Latency GbE, GbE, /50GbE Ports (10 / 25 / 40 / 50 / 100 / 200 GbE) Throughput of 6.4Tb/s Transceivers Active Optical and Copper Cables (10 / 25 / 40 / 50 / 56 / 100 / 200Gb/s) VCSELs, Silicon Photonics and Copper MPI, SHMEM/PGAS, UPC For Commercial and Open Source Applications Leverages Hardware Accelerations 2017 Mellanox Technologies 26
27 Upcoming HDR InfiniBand Increases Mellanox Leadership HDR InfiniBand the Most Scalable Switch 1.7X Better 2.8X Better 4.6X Better 80-Ports Top of Rack Switch 3200 Nodes with Only 2-Teir Switch Network 128K Nodes with Only 3-Tier Switch Network 400-Nodes 1.6X Switch Saving, 2X Cable Saving InfiniBand: 15 ToR Switches; OmniPath: 24 ToR Switches 1600-Nodes 4X Cable Saving, 2X Power Saving InfiniBand: 1 Modular Switch; OmniPath: 64 ToR + 2 Modular Switches 2017 Mellanox Technologies 27
28 End-to-End Interconnect Solutions for All Platforms Highest Performance and Scalability for X86, Power, GPU, ARM and FPGA-based Compute and Storage Platforms 10, 20, 25, 40, 50, 56, 100 and 200Gb/s Speeds X86 POWER GPU ARM FPGA Smart Interconnect to Unleash The Power of All Compute Architectures 2017 Mellanox Technologies 28
29 InfiniBand The Smart Choice for HPC Platforms and Applications We chose a co-design approach supporting in the best possible manner our key applications. The only interconnect that really could deliver that was Mellanox s InfiniBand. In HPC, the processor should be going 100% of the time on a science question, not on a communications question. This is why the offload capability of Mellanox s network is critical. One of the big reasons we use InfiniBand and not an alternative is that we ve got backwards compatibility with our existing solutions. Watch Video Watch Video Watch Video InfiniBand is the most advanced interconnect technology in the world, with dramatic communication overhead reduction that fully unleashes cluster performance. We have users that move tens of terabytes of data and this needs to happen very, very rapidly. InfiniBand is the way to do it. InfiniBand is the best that is required for our applications. It enhances and unlocks the potential of the system. Watch Video Watch Video Watch Video 2017 Mellanox Technologies 29
30 TOP500 Mellanox Accelerated Supercomputers (Examples) Wuxi Supercomputing Center 93 Petaflop World s Fastest Supercomputer 41K nodes Japan Agency for Marine-Earth Science and Technology 19 Petaflop Japan s Fastest Supercomputer NASA Ames Research Center 6 Petaflop Enabling Space Exploration 20K nodes 2017 Mellanox Technologies 30
31 TOP500 Mellanox Accelerated Supercomputers (Examples) 5.3 Enabling Energy Explorations Total Exploration Production Petaflop National Center for Atmospheric Research 4.8 Petaflop Enabling Weather Research Exploration & Production ENI S.p.A. 3.2 Petaflop Enabling Energy Explorations 2017 Mellanox Technologies 31
32 Proven Advantages Deliver best return on investment Scalable, intelligent, flexible, high performance, end-to-end connectivity Standards-based (InfiniBand, Ethernet), supported by large eco-system Supports all compute architectures: x86, Power, ARM, GPU, FPGA etc. Offloading architecture: RDMA, application acceleration engines, etc. Flexible topologies: Fat Tree, Mesh, 3D Torus, Dragonfly+, etc. Converged I/O: compute, storage, management on single fabric Backward and future compatible The Future Depends On Smart Interconnect 2017 Mellanox Technologies 32
33 Thank You
Interconnect Your Future Paving the Road to Exascale
Interconnect Your Future Paving the Road to Exascale CHPC, December 2017 90% of the World Data was Created in the Last 2 Years 2017 Mellanox Technologies 2 The Future Depends on Fastest Interconnects 1Gb/s
Interconnect Your Future
Interconnect Your Future Paving the Path to Exascale November 2017 Mellanox Accelerates Leading HPC and AI Systems Summit CORAL System Sierra CORAL System Fastest Supercomputer in Japan Fastest Supercomputer
Interconnect Your Future
Interconnect Your Future Paving the Road to Exascale August 2017 Exponential Data Growth The Need for Intelligent and Faster Interconnect CPU-Centric (Onload) Data-Centric (Offload) Must Wait for the Data
In-Network Computing. Paving the Road to Exascale. 5th Annual MVAPICH User Group (MUG) Meeting, August 2017
In-Network Computing Paving the Road to Exascale 5th Annual MVAPICH User Group (MUG) Meeting, August 2017 Exponential Data Growth The Need for Intelligent and Faster Interconnect CPU-Centric (Onload) Data-Centric
The Future of High Performance Interconnects
The Future of High Performance Interconnects Ashrut Ambastha HPC Advisory Council Perth, Australia :: August 2017 When Algorithms Go Rogue 2017 Mellanox Technologies 2 When Algorithms Go Rogue 2017 Mellanox
Building the Most Efficient Machine Learning System
Building the Most Efficient Machine Learning System Mellanox The Artificial Intelligence Interconnect Company June 2017 Mellanox Overview Company Headquarters Yokneam, Israel Sunnyvale, California Worldwide
MELLANOX EDR UPDATE & GPUDIRECT MELLANOX SR. SE 정연구
MELLANOX EDR UPDATE & GPUDIRECT MELLANOX SR. SE 정연구 Leading Supplier of End-to-End Interconnect Solutions Analyze Enabling the Use of Data Store ICs Comprehensive End-to-End InfiniBand and Ethernet Portfolio
Interconnect Your Future
Interconnect Your Future Gilad Shainer 2nd Annual MVAPICH User Group (MUG) Meeting, August 2014 Complete High-Performance Scalable Interconnect Infrastructure Comprehensive End-to-End Software Accelerators
Building the Most Efficient Machine Learning System
Building the Most Efficient Machine Learning System Mellanox The Artificial Intelligence Interconnect Company June 2017 Mellanox Overview Company Headquarters Yokneam, Israel Sunnyvale, California Worldwide
Paving the Road to Exascale
Paving the Road to Exascale Gilad Shainer August 2015, MVAPICH User Group (MUG) Meeting The Ever Growing Demand for Performance Performance Terascale Petascale Exascale 1 st Roadrunner 2000 2005 2010 2015
Interconnect Your Future
#OpenPOWERSummit Interconnect Your Future Scot Schultz, Director HPC / Technical Computing Mellanox Technologies OpenPOWER Summit, San Jose CA March 2015 One-Generation Lead over the Competition Mellanox
High Performance Computing
High Performance Computing Dror Goldenberg, HPCAC Switzerland Conference March 2015 End-to-End Interconnect Solutions for All Platforms Highest Performance and Scalability for X86, Power, GPU, ARM and
Solutions for Scalable HPC
Solutions for Scalable HPC Scot Schultz, Director HPC/Technical Computing HPC Advisory Council Stanford Conference Feb 2014 Leading Supplier of End-to-End Interconnect Solutions Comprehensive End-to-End
In-Network Computing. Paving the Road to Exascale. June 2017
In-Network Computing Paving the Road to Exascale June 2017 Exponential Data Growth The Need for Intelligent and Faster Interconnect -Centric (Onload) Data-Centric (Offload) Must Wait for the Data Creates
In-Network Computing. Sebastian Kalcher, Senior System Engineer HPC. May 2017
In-Network Computing Sebastian Kalcher, Senior System Engineer HPC May 2017 Exponential Data Growth The Need for Intelligent and Faster Interconnect CPU-Centric (Onload) Data-Centric (Offload) Must Wait
Interconnect Your Future
Interconnect Your Future Smart Interconnect for Next Generation HPC Platforms Gilad Shainer, August 2016, 4th Annual MVAPICH User Group (MUG) Meeting Mellanox Connects the World s Fastest Supercomputer
InfiniBand Strengthens Leadership as the Interconnect Of Choice By Providing Best Return on Investment. TOP500 Supercomputers, June 2014
InfiniBand Strengthens Leadership as the Interconnect Of Choice By Providing Best Return on Investment TOP500 Supercomputers, June 2014 TOP500 Performance Trends 38% CAGR 78% CAGR Explosive high-performance
Corporate Update. Enabling The Use of Data January Mellanox Technologies
Corporate Update Enabling The Use of Data January 2018 Safe Harbor Statement These slides and the accompanying oral presentation contain forward-looking statements and information. The use of words such
Paving the Road to Exascale Computing. Yossi Avni
Paving the Road to Exascale Computing Yossi Avni HPC@mellanox.com Connectivity Solutions for Efficient Computing Enterprise HPC High-end HPC HPC Clouds ICs Mellanox Interconnect Networking Solutions Adapter
The Road to ExaScale. Advances in High-Performance Interconnect Infrastructure. September 2011
The Road to ExaScale Advances in High-Performance Interconnect Infrastructure September 2011 diego@mellanox.com ExaScale Computing Ambitious Challenges Foster Progress Demand Research Institutes, Universities
Performance Accelerated Mellanox InfiniBand Adapters Provide Advanced Data Center Performance, Efficiency and Scalability
Performance Accelerated Mellanox InfiniBand Adapters Provide Advanced Data Center Performance, Efficiency and Scalability Mellanox InfiniBand Host Channel Adapters (HCA) enable the highest data center
The Future of Interconnect Technology
The Future of Interconnect Technology Michael Kagan, CTO HPC Advisory Council Stanford, 2014 Exponential Data Growth Best Interconnect Required 44X 0.8 Zetabyte 2009 35 Zetabyte 2020 2014 Mellanox Technologies
Introduction to High-Performance Computing
Introduction to High-Performance Computing 2 What is High Performance Computing? There is no clear definition Computing on high performance computers Solving problems / doing research using computer modeling,
VPI / InfiniBand. Performance Accelerated Mellanox InfiniBand Adapters Provide Advanced Data Center Performance, Efficiency and Scalability
VPI / InfiniBand Performance Accelerated Mellanox InfiniBand Adapters Provide Advanced Data Center Performance, Efficiency and Scalability Mellanox enables the highest data center performance with its
VPI / InfiniBand. Performance Accelerated Mellanox InfiniBand Adapters Provide Advanced Data Center Performance, Efficiency and Scalability
VPI / InfiniBand Performance Accelerated Mellanox InfiniBand Adapters Provide Advanced Data Center Performance, Efficiency and Scalability Mellanox enables the highest data center performance with its
Deep Learning mit PowerAI - Ein Überblick
Stephen Lutz Deep Learning mit PowerAI - Open Group Master Certified IT Specialist Technical Sales IBM Cognitive Infrastructure IBM Germany Ein Überblick Stephen.Lutz@de.ibm.com What s that? and what s
How to Network Flash Storage Efficiently at Hyperscale. Flash Memory Summit 2017 Santa Clara, CA 1
How to Network Flash Storage Efficiently at Hyperscale Manoj Wadekar Michael Kagan Flash Memory Summit 2017 Santa Clara, CA 1 ebay Hyper scale Infrastructure Search Front-End & Product Hadoop Object Store
By John Kim, Chair SNIA Ethernet Storage Forum. Several technology changes are collectively driving the need for faster networking speeds.
A quiet revolutation is taking place in networking speeds for servers and storage, one that is converting 1Gb and 10 Gb connections to 25Gb, 50Gb and 100 Gb connections in order to support faster servers,
Birds of a Feather Presentation
Mellanox InfiniBand QDR 4Gb/s The Fabric of Choice for High Performance Computing Gilad Shainer, shainer@mellanox.com June 28 Birds of a Feather Presentation InfiniBand Technology Leadership Industry Standard
Performance Optimizations via Connect-IB and Dynamically Connected Transport Service for Maximum Performance on LS-DYNA
Performance Optimizations via Connect-IB and Dynamically Connected Transport Service for Maximum Performance on LS-DYNA Pak Lui, Gilad Shainer, Brian Klaff Mellanox Technologies Abstract From concept to
Future Routing Schemes in Petascale clusters
Future Routing Schemes in Petascale clusters Gilad Shainer, Mellanox, USA Ola Torudbakken, Sun Microsystems, Norway Richard Graham, Oak Ridge National Laboratory, USA Birds of a Feather Presentation Abstract
InfiniBand Strengthens Leadership as The High-Speed Interconnect Of Choice
InfiniBand Strengthens Leadership as The High-Speed Interconnect Of Choice Providing the Best Return on Investment by Delivering the Highest System Efficiency and Utilization Top500 Supercomputers June
The Effect of In-Network Computing-Capable Interconnects on the Scalability of CAE Simulations
The Effect of In-Network Computing-Capable Interconnects on the Scalability of CAE Simulations Ophir Maor HPC Advisory Council ophir@hpcadvisorycouncil.com The HPC-AI Advisory Council World-wide HPC non-profit
MPI Optimizations via MXM and FCA for Maximum Performance on LS-DYNA
MPI Optimizations via MXM and FCA for Maximum Performance on LS-DYNA Gilad Shainer 1, Tong Liu 1, Pak Lui 1, Todd Wilde 1 1 Mellanox Technologies Abstract From concept to engineering, and from design to
Mellanox Virtual Modular Switch
WHITE PAPER July 2015 Mellanox Virtual Modular Switch Introduction...1 Considerations for Data Center Aggregation Switching...1 Virtual Modular Switch Architecture - Dual-Tier 40/56/100GbE Aggregation...2
High-Performance Training for Deep Learning and Computer Vision HPC
High-Performance Training for Deep Learning and Computer Vision HPC Panel at CVPR-ECV 18 by Dhabaleswar K. (DK) Panda The Ohio State University E-mail: panda@cse.ohio-state.edu http://www.cse.ohio-state.edu/~panda
Mellanox Technologies Maximize Cluster Performance and Productivity. Gilad Shainer, October, 2007
Mellanox Technologies Maximize Cluster Performance and Productivity Gilad Shainer, shainer@mellanox.com October, 27 Mellanox Technologies Hardware OEMs Servers And Blades Applications End-Users Enterprise
Accelerating Ceph with Flash and High Speed Networks
Accelerating Ceph with Flash and High Speed Networks Dror Goldenberg VP Software Architecture Santa Clara, CA 1 The New Open Cloud Era Compute Software Defined Network Object, Block Software Defined Storage
IBM CORAL HPC System Solution
IBM CORAL HPC System Solution HPC and HPDA towards Cognitive, AI and Deep Learning Deep Learning AI / Deep Learning Strategy for Power Power AI Platform High Performance Data Analytics Big Data Strategy
Ethernet. High-Performance Ethernet Adapter Cards
High-Performance Ethernet Adapter Cards Supporting Virtualization, Overlay Networks, CPU Offloads and RDMA over Converged Ethernet (RoCE), and Enabling Data Center Efficiency and Scalability Ethernet Mellanox
IBM SpectrumAI with NVIDIA Converged Infrastructure Solutions for AI workloads
IBM SpectrumAI with NVIDIA Converged Infrastructure Solutions for AI workloads The engine to power your AI data pipeline Introduction: Artificial intelligence (AI) including deep learning (DL) and machine
2008 International ANSYS Conference
2008 International ANSYS Conference Maximizing Productivity With InfiniBand-Based Clusters Gilad Shainer Director of Technical Marketing Mellanox Technologies 2008 ANSYS, Inc. All rights reserved. 1 ANSYS,
MICROWAY S NVIDIA TESLA V100 GPU SOLUTIONS GUIDE
MICROWAY S NVIDIA TESLA V100 GPU SOLUTIONS GUIDE LEVERAGE OUR EXPERTISE sales@microway.com http://microway.com/tesla NUMBERSMASHER TESLA 4-GPU SERVER/WORKSTATION Flexible form factor 4 PCI-E GPUs + 3 additional
LS-DYNA Best-Practices: Networking, MPI and Parallel File System Effect on LS-DYNA Performance
11 th International LS-DYNA Users Conference Computing Technology LS-DYNA Best-Practices: Networking, MPI and Parallel File System Effect on LS-DYNA Performance Gilad Shainer 1, Tong Liu 2, Jeff Layton
Accelerating Hadoop Applications with the MapR Distribution Using Flash Storage and High-Speed Ethernet
WHITE PAPER Accelerating Hadoop Applications with the MapR Distribution Using Flash Storage and High-Speed Ethernet Contents Background... 2 The MapR Distribution... 2 Mellanox Ethernet Solution... 3 Test
ABySS Performance Benchmark and Profiling. May 2010
ABySS Performance Benchmark and Profiling May 2010 Note The following research was performed under the HPC Advisory Council activities Participating vendors: AMD, Dell, Mellanox Compute resource - HPC
Chelsio Communications. Meeting Today s Datacenter Challenges. Produced by Tabor Custom Publishing in conjunction with: CUSTOM PUBLISHING
Meeting Today s Datacenter Challenges Produced by Tabor Custom Publishing in conjunction with: 1 Introduction In this era of Big Data, today s HPC systems are faced with unprecedented growth in the complexity
N V M e o v e r F a b r i c s -
N V M e o v e r F a b r i c s - H i g h p e r f o r m a n c e S S D s n e t w o r k e d f o r c o m p o s a b l e i n f r a s t r u c t u r e Rob Davis, VP Storage Technology, Mellanox OCP Evolution Server
Voltaire Making Applications Run Faster
Voltaire Making Applications Run Faster Asaf Somekh Director, Marketing Voltaire, Inc. Agenda HPC Trends InfiniBand Voltaire Grid Backbone Deployment examples About Voltaire HPC Trends Clusters are the
Mellanox InfiniBand Solutions Accelerate Oracle s Data Center and Cloud Solutions
Mellanox InfiniBand Solutions Accelerate Oracle s Data Center and Cloud Solutions Providing Superior Server and Storage Performance, Efficiency and Return on Investment As Announced and Demonstrated at
IBM Power AC922 Server
IBM Power AC922 Server The Best Server for Enterprise AI Highlights More accuracy - GPUs access system RAM for larger models Faster insights - significant deep learning speedups Rapid deployment - integrated
Single-Points of Performance
Single-Points of Performance Mellanox Technologies Inc. 29 Stender Way, Santa Clara, CA 9554 Tel: 48-97-34 Fax: 48-97-343 http://www.mellanox.com High-performance computations are rapidly becoming a critical
Atos announces the Bull sequana X1000 the first exascale-class supercomputer. Jakub Venc
Atos announces the Bull sequana X1000 the first exascale-class supercomputer Jakub Venc The world is changing The world is changing Digital simulation will be the key contributor to overcome 21 st century
InfiniBand-based HPC Clusters
Boosting Scalability of InfiniBand-based HPC Clusters Asaf Wachtel, Senior Product Manager 2010 Voltaire Inc. InfiniBand-based HPC Clusters Scalability Challenges Cluster TCO Scalability Hardware costs
LS-DYNA Productivity and Power-aware Simulations in Cluster Environments
LS-DYNA Productivity and Power-aware Simulations in Cluster Environments Gilad Shainer 1, Tong Liu 1, Jacob Liberman 2, Jeff Layton 2 Onur Celebioglu 2, Scot A. Schultz 3, Joshua Mora 3, David Cownie 3,
Optimizing LS-DYNA Productivity in Cluster Environments
10 th International LS-DYNA Users Conference Computing Technology Optimizing LS-DYNA Productivity in Cluster Environments Gilad Shainer and Swati Kher Mellanox Technologies Abstract Increasing demand for
ACCELERATED COMPUTING: THE PATH FORWARD. Jen-Hsun Huang, Co-Founder and CEO, NVIDIA SC15 Nov. 16, 2015
ACCELERATED COMPUTING: THE PATH FORWARD Jen-Hsun Huang, Co-Founder and CEO, NVIDIA SC15 Nov. 16, 2015 COMMODITY DISRUPTS CUSTOM SOURCE: Top500 ACCELERATED COMPUTING: THE PATH FORWARD It s time to start
unleashed the future Intel Xeon Scalable Processors for High Performance Computing Alexey Belogortsev Field Application Engineer
the future unleashed Alexey Belogortsev Field Application Engineer Intel Xeon Scalable Processors for High Performance Computing Growing Challenges in System Architecture The Walls System Bottlenecks Divergent
Introduction to Infiniband
Introduction to Infiniband FRNOG 22, April 4 th 2014 Yael Shenhav, Sr. Director of EMEA, APAC FAE, Application Engineering The InfiniBand Architecture Industry standard defined by the InfiniBand Trade
HIGH-PERFORMANCE STORAGE FOR DISCOVERY THAT SOARS
HIGH-PERFORMANCE STORAGE FOR DISCOVERY THAT SOARS OVERVIEW When storage demands and budget constraints collide, discovery suffers. And it s a growing problem. Driven by ever-increasing performance and
OCP Engineering Workshop - Telco
OCP Engineering Workshop - Telco Low Latency Mobile Edge Computing Trevor Hiatt Product Management, IDT IDT Company Overview Founded 1980 Workforce Approximately 1,800 employees Headquarters San Jose,
AMD Disaggregates the Server, Defines New Hyperscale Building Block
AMD Disaggregates the Server, Defines New Hyperscale Building Block Fabric Based Architecture Enables Next Generation Data Center Optimization Executive Summary AMD SeaMicro s disaggregated server enables
Optimizing Apache Spark with Memory1. July Page 1 of 14
Optimizing Apache Spark with Memory1 July 2016 Page 1 of 14 Abstract The prevalence of Big Data is driving increasing demand for real -time analysis and insight. Big data processing platforms, like Apache
Dr. Jean-Laurent PHILIPPE, PhD EMEA HPC Technical Sales Specialist. With Dell Amsterdam, October 27, 2016
Dr. Jean-Laurent PHILIPPE, PhD EMEA HPC Technical Sales Specialist With Dell Amsterdam, October 27, 2016 Legal Disclaimers Intel technologies features and benefits depend on system configuration and may
Unlock business value with HPC & Artificial Intelligence. FORUM TERATEC June 19, 2018 José RODRIGUES HPC Sales Manager
Unlock business value with HPC & Artificial Intelligence FORUM TERATEC June 19, 2018 José RODRIGUES HPC Sales Manager Investment in HPC delivers compelling financial returns Financial Services Oil and
PowerServe HPC/AI Servers
Product Data Sheet PowerServe HPC/AI Servers Realize the power of cutting-edge technology HPC, Machine Learning and AI enterprise servers hand crafted for maximum performance. With 25+ years experience
Real Application Performance and Beyond
Real Application Performance and Beyond Mellanox Technologies Inc. 2900 Stender Way, Santa Clara, CA 95054 Tel: 408-970-3400 Fax: 408-970-3403 http://www.mellanox.com Scientists, engineers and analysts
Benefits of 25, 40, and 50GbE Networks for Ceph and Hyper- Converged Infrastructure John F. Kim Mellanox Technologies
Benefits of 25, 40, and 50GbE Networks for Ceph and Hyper- Converged Infrastructure John F. Kim Mellanox Technologies Storage Transitions Change Network Needs Software Defined Storage Flash Storage Storage
S THE MAKING OF DGX SATURNV: BREAKING THE BARRIERS TO AI SCALE. Presenter: Louis Capps, Solution Architect, NVIDIA,
S7750 - THE MAKING OF DGX SATURNV: BREAKING THE BARRIERS TO AI SCALE Presenter: Louis Capps, Solution Architect, NVIDIA, lcapps@nvidia.com A TALE OF ENLIGHTENMENT Basic OK List 10 for x = 1 to 3 20 print
Designing High-Performance MPI Collectives in MVAPICH2 for HPC and Deep Learning
5th ANNUAL WORKSHOP 209 Designing High-Performance MPI Collectives in MVAPICH2 for HPC and Deep Learning Hari Subramoni Dhabaleswar K. (DK) Panda The Ohio State University The Ohio State University E-mail:
InfiniBand Networked Flash Storage
InfiniBand Networked Flash Storage Superior Performance, Efficiency and Scalability Motti Beck Director Enterprise Market Development, Mellanox Technologies Flash Memory Summit 2016 Santa Clara, CA 1 17PB
Sharing High-Performance Devices Across Multiple Virtual Machines
Sharing High-Performance Devices Across Multiple Virtual Machines Preamble What does sharing devices across multiple virtual machines in our title mean? How is it different from virtual networking / NSX,
High Performance Interconnects: Landscape, Assessments & Rankings
High Performance Interconnects: Landscape, Assessments & Rankings Dan Olds Partner, OrionX April 12, 2017 Specialized 100G InfiniBand MPI Multi-Rack OPA Single-Rack HPI market segment 100G 40G 10G TCP/IP
Efficient and Scalable Multi-Source Streaming Broadcast on GPU Clusters for Deep Learning
Efficient and Scalable Multi-Source Streaming Broadcast on Clusters for Deep Learning Ching-Hsiang Chu 1, Xiaoyi Lu 1, Ammar A. Awan 1, Hari Subramoni 1, Jahanzeb Hashmi 1, Bracy Elton 2 and Dhabaleswar
Scaling to Petaflop. Ola Torudbakken Distinguished Engineer. Sun Microsystems, Inc
Scaling to Petaflop Ola Torudbakken Distinguished Engineer Sun Microsystems, Inc HPC Market growth is strong CAGR increased from 9.2% (2006) to 15.5% (2007) Market in 2007 doubled from 2003 (Source: IDC
HETEROGENEOUS HPC, ARCHITECTURAL OPTIMIZATION, AND NVLINK STEVE OBERLIN CTO, TESLA ACCELERATED COMPUTING NVIDIA
HETEROGENEOUS HPC, ARCHITECTURAL OPTIMIZATION, AND NVLINK STEVE OBERLIN CTO, TESLA ACCELERATED COMPUTING NVIDIA STATE OF THE ART 2012 18,688 Tesla K20X GPUs 27 PetaFLOPS FLAGSHIP SCIENTIFIC APPLICATIONS
Data-Centric Innovation Summit DAN MCNAMARA SENIOR VICE PRESIDENT GENERAL MANAGER, PROGRAMMABLE SOLUTIONS GROUP
Data-Centric Innovation Summit DAN MCNAMARA SENIOR VICE PRESIDENT GENERAL MANAGER, PROGRAMMABLE SOLUTIONS GROUP Devices / edge network Cloud/data center Removing data Bottlenecks with Fpga acceleration
IBM Power Advanced Compute (AC) AC922 Server
IBM Power Advanced Compute (AC) AC922 Server The Best Server for Enterprise AI Highlights IBM Power Systems Accelerated Compute (AC922) server is an acceleration superhighway to enterprise- class AI. A
RECENT TRENDS IN GPU ARCHITECTURES. Perspectives of GPU computing in Science, 26 th Sept 2016
RECENT TRENDS IN GPU ARCHITECTURES Perspectives of GPU computing in Science, 26 th Sept 2016 NVIDIA THE AI COMPUTING COMPANY GPU Computing Computer Graphics Artificial Intelligence 2 NVIDIA POWERS WORLD
Maximizing Cluster Scalability for LS-DYNA
Maximizing Cluster Scalability for LS-DYNA Pak Lui 1, David Cho 1, Gerald Lotto 1, Gilad Shainer 1 1 Mellanox Technologies, Inc. Sunnyvale, CA, USA 1 Abstract High performance network interconnect is an
ARISTA: Improving Application Performance While Reducing Complexity
ARISTA: Improving Application Performance While Reducing Complexity October 2008 1.0 Problem Statement #1... 1 1.1 Problem Statement #2... 1 1.2 Previous Options: More Servers and I/O Adapters... 1 1.3
SOFTWARE-DEFINED BLOCK STORAGE FOR HYPERSCALE APPLICATIONS
SOFTWARE-DEFINED BLOCK STORAGE FOR HYPERSCALE APPLICATIONS SCALE-OUT SERVER SAN WITH DISTRIBUTED NVME, POWERED BY HIGH-PERFORMANCE NETWORK TECHNOLOGY INTRODUCTION The evolution in data-centric applications,
JÜLICH SUPERCOMPUTING CENTRE Site Introduction Michael Stephan Forschungszentrum Jülich
JÜLICH SUPERCOMPUTING CENTRE Site Introduction 09.04.2018 Michael Stephan JSC @ Forschungszentrum Jülich FORSCHUNGSZENTRUM JÜLICH Research Centre Jülich One of the 15 Helmholtz Research Centers in Germany
19. prosince 2018 CIIRC Praha. Milan Král, IBM Radek Špimr
19. prosince 2018 CIIRC Praha Milan Král, IBM Radek Špimr CORAL CORAL 2 CORAL Installation at ORNL CORAL Installation at LLNL Order of Magnitude Leap in Computational Power Real, Accelerated Science ACME
Oncilla - a Managed GAS Runtime for Accelerating Data Warehousing Queries
Oncilla - a Managed GAS Runtime for Accelerating Data Warehousing Queries Jeffrey Young, Alex Merritt, Se Hoon Shon Advisor: Sudhakar Yalamanchili 4/16/13 Sponsors: Intel, NVIDIA, NSF 2 The Problem Big
Highly Scalable, Non-RDMA NVMe Fabric. Bob Hansen,, VP System Architecture
A Cost Effective,, High g Performance,, Highly Scalable, Non-RDMA NVMe Fabric Bob Hansen,, VP System Architecture bob@apeirondata.com Storage Developers Conference, September 2015 Agenda 3 rd Platform
Embracing Open Technologies in the HPEC Market
Embracing Open Technologies in the HPEC Market Embedded Tech Trends January 2013 Andrew Shieh Director of Engineering CSPI, MultiComputer Division 1 CSPI Company Overview Diversified multinational technology
Predicting Service Outage Using Machine Learning Techniques. HPE Innovation Center
Predicting Service Outage Using Machine Learning Techniques HPE Innovation Center HPE Innovation Center - Our AI Expertise Sense Learn Comprehend Act Computer Vision Machine Learning Natural Language Processing
A Dwarf in a Giant Embedded systems in High Performance Computing. Andrea Bartolini
A Dwarf in a Giant Embedded systems in High Performance Computing Andrea Bartolini a.bartolini@unibo.it 2 HPC High Performance Computing High-performance computing (HPC) is the use of parallel processing
MicroTerabyte - NVMesh - Oracle RAC Reference Architecture
MicroTerabyte - NVMesh - Oracle RAC Reference Architecture TABLE OF CONTENTS EXECUTIVE SUMMARY INTRODUCTION TO CMA S MICROTERABYTE ORACLE RAC SOLUTION DBAAS AND NEXT-GENERATION DATABASE CHALLENGES DESIGN
TECHNICAL OVERVIEW ACCELERATED COMPUTING AND THE DEMOCRATIZATION OF SUPERCOMPUTING
TECHNICAL OVERVIEW ACCELERATED COMPUTING AND THE DEMOCRATIZATION OF SUPERCOMPUTING Accelerated computing is revolutionizing the economics of the data center. HPC and hyperscale customers deploy accelerated
RapidIO.org Update.
RapidIO.org Update rickoco@rapidio.org June 2015 2015 RapidIO.org 1 Outline RapidIO Overview Benefits Interconnect Comparison Ecosystem System Challenges RapidIO Markets Data Center & HPC Communications
IBM Spectrum Scale IO performance
IBM Spectrum Scale 5.0.0 IO performance Silverton Consulting, Inc. StorInt Briefing 2 Introduction High-performance computing (HPC) and scientific computing are in a constant state of transition. Artificial
Emerging Technologies for HPC Storage
Emerging Technologies for HPC Storage Dr. Wolfgang Mertz CTO EMEA Unstructured Data Solutions June 2018 The very definition of HPC is expanding Blazing Fast Speed Accessibility and flexibility 2 Traditional
Gen-Z Memory-Driven Computing
Gen-Z Memory-Driven Computing Our vision for the future of computing Patrick Demichel Distinguished Technologist Explosive growth of data More Data Need answers FAST! Value of Analyzed Data 2005 0.1ZB
Architectures for Scalable Media Object Search
Architectures for Scalable Media Object Search Dennis Sng Deputy Director & Principal Scientist NVIDIA GPU Technology Workshop 10 July 2014 ROSE LAB OVERVIEW 2 Large Database of Media Objects Next- Generation
PRACE Project Access Technical Guidelines - 19 th Call for Proposals
PRACE Project Access Technical Guidelines - 19 th Call for Proposals Peer-Review Office Version 5 06/03/2019 The contributing sites and the corresponding computer systems for this call are: System Architecture
Disclosures Statements in this presentation that refer to Business Outlook, future plans and expectations are forward-looking statements that involve
Disclosures Statements in this presentation that refer to Business Outlook, future plans and expectations are forward-looking statements that involve a number of risks and uncertainties. Words such as
Mapping MPI+X Applications to Multi-GPU Architectures
Mapping MPI+X Applications to Multi-GPU Architectures A Performance-Portable Approach Edgar A. León Computer Scientist San Jose, CA March 28, 2018 GPU Technology Conference This work was performed under
Top 5 Reasons to Consider
Top 5 Reasons to Consider NVM Express over Fabrics For Your Cloud Data Center White Paper Top 5 Reasons to Consider NVM Express over Fabrics For Your Cloud Data Center Major transformations are occurring