InfiniBand-based HPC Clusters
|
|
- Geraldine Hamilton
- 6 years ago
- Views:
Transcription
1 Boosting Scalability of InfiniBand-based HPC Clusters Asaf Wachtel, Senior Product Manager 2010 Voltaire Inc.
2 InfiniBand-based HPC Clusters Scalability Challenges Cluster TCO Scalability Hardware costs Software License costs Space, Power & Cooling Communication Scalability Handle increasing compute power Multi-core core, GPUs Utilization Scalability Many jobs & users Varying sizes, traffic patterns & QoS Application Scalability Home-grown or ISVs MPI Collectives 2
3 Voltaire 40Gb/s InfiniBand Portfolio Fabric provisioning and performance monitoring Application Acceleration 40Gb/s InfiniBand Switching Platforms HSSM SSI Blade Switch x IB ports 4036E 34 x IB ports + 2 x 1/10GbE x IB ports /648 x IB ports 3
4 Scalable Architectures Fat Tree Full bi-sectional bandwidth at any node count Uniform oversubscription options HyperScale Scale to thousands of nodes with linear performance Large non-blocking islands (more than 2,000 cores) 4-hops maximum latency to any port Lowest number of switches and cables Torus Lowest cost solution Built entirely with edge switches and copper cables Optimized support by Voltaire software, including Torus2QoS routing 4
5 HyperScale in the Top500 Large, low-latency, non-blocking Islands Lowest number of switches & cables Scales to thousands of nodes with linear performance 8:1 Oversubscribed Core 1,200-node Interconnect in only 2 Racks 13 x non-blocking HyperScale Islands 1.05PFLOPs 83.7% Efficiency 5
6 The Challenge: Static Routing Inefficiency The Challenge: One Size Routing does not Fit All Static routing assumes uniform traffic across entire fabric Real life is different Most jobs use small portion of the clusters Different traffic patterns for different jobs Different requirements for different traffic types (e.g. storage) The Solution: Voltaire TARA (Traffic Aware Routing Algorithm) A new routing algorithm on top of OpenSM Dynamically optimizes routing according to defined traffic patterns: Fabric topology Job-specific communication patterns Symmetric/Asymmetric communication Traffic load/qos Fully integrated t with leading job schedulers 6
7 TARA Traffic Aware Routing Algorithm Maximizing Cluster Utilization OpenSM without UFM TARA UFM TARA is ON port weight port weight switch.port Internal ports on the line cards switch.port
8 The Challenge: Collective Operations Scalability Grouping algorithms are unaware of the topology and inefficient Network congestion due to all-to-all communication Slow nodes & OS involvement impair scalability and predictability The more powerful servers get (GPUs, more cores), the more poorly collectives scale in the fabric % collectives out of total run time Total run time Run time variance # Ranks # Ranks # Ranks Significant Inhibitor to MPI Application Scalability 8
9 Introducing: Voltaire Fabric Collective Accelerator Grid Director Switches: Switches: Fabric Collective Processing operations Power offloaded to switch CPUs Grid Director FCA Manager: Unified Fabric Topology-based p collective Manager tree (UFM): + Separate Virtual + network Topology Aware IB multicast for result Orchestrator distribution. + FCA Agent: Inter-core processing localized & optimized. + Breakthrough performance with no additional hardware 9
10 FCA Fabric Collective Accelerator Unmatched Application Scalability First and only system-wide solution for offloading MPI collectives Accelerates MPI collective computation by as much as 100X 10-40% improvement in application runtime Integrated with leading MPI implementations Fluent truck_111m 192 cores PMPI PMPI + FCA PMPI PMPI + FCA 10
11 Summary Reduced total cost of ownership via scalable topologies (HyperScale) Increase cluster utilization via Traffic Aware Routing g( (TARA) Boost application scalability using Fabric Collective Acceleration (FCA) More Performance for each $ Spent 11
12 Thank You Asaf Wachtel Senior Product Manager, InfiniBand Solutions 2010 Voltaire Inc.
White Paper: Achieving Breakthrough MPI Performance with Fabric Collectives Offload
White Paper: Achieving Breakthrough MPI Performance with Fabric Collectives Offload A Voltaire White Paper Authors Aviv Cohen (avivc@voltaire.com) Yiftah Shahar (yiftahs@voltaire.com) Yaron Haviv (yaronh@voltaire.com)
More informationPaving 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
More informationVoltaire 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
More informationHighest Levels of Scalability Simplified Network Manageability Maximum System Productivity
InfiniBand Brochure Highest Levels of Scalability Simplified Network Manageability Maximum System Productivity 40/56/100/200Gb/s InfiniBand Switch System Family MELLANOX SMART INFINIBAND SWITCH SYSTEMS
More informationScaling 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
More informationMPI 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
More informationThe 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
More informationInfiniBand Switch System Family. Highest Levels of Scalability, Simplified Network Manageability, Maximum System Productivity
InfiniBand Switch System Family Highest Levels of Scalability, Simplified Network Manageability, Maximum System Productivity Mellanox continues its leadership by providing InfiniBand SDN Switch Systems
More information2008 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,
More informationDetermining Optimal MPI Process Placement for Large- Scale Meteorology Simulations with SGI MPIplace
Determining Optimal MPI Process Placement for Large- Scale Meteorology Simulations with SGI MPIplace James Southern, Jim Tuccillo SGI 25 October 2016 0 Motivation Trend in HPC continues to be towards more
More informationVPI / 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
More informationBirds 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
More informationICON Performance Benchmark and Profiling. March 2012
ICON Performance Benchmark and Profiling March 2012 Note The following research was performed under the HPC Advisory Council activities Participating vendors: Intel, Dell, Mellanox Compute resource - HPC
More informationMELLANOX 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
More informationHP InfiniBand Options for HP ProLiant and Integrity Servers Overview
Overview HP supports 40Gbps 4x Quad Data Rate (QDR) and 20Gbps 4X Double Data Rate (DDR) InfiniBand products that include Host Channel Adapters (HCA), switches, and cables for HP ProLiant servers, and
More informationThe following InfiniBand products based on Mellanox technology are available for the HP BladeSystem c-class from HP:
Overview HP supports 56 Gbps Fourteen Data Rate (FDR) and 40Gbps 4X Quad Data Rate (QDR) InfiniBand (IB) products that include mezzanine Host Channel Adapters (HCA) for server blades, dual mode InfiniBand
More informationPerformance 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
More informationEN2910A: Advanced Computer Architecture Topic 06: Supercomputers & Data Centers Prof. Sherief Reda School of Engineering Brown University
EN2910A: Advanced Computer Architecture Topic 06: Supercomputers & Data Centers Prof. Sherief Reda School of Engineering Brown University Material from: The Datacenter as a Computer: An Introduction to
More informationIBM Information Technology Guide For ANSYS Fluent Customers
IBM ISV & Developer Relations Manufacturing IBM Information Technology Guide For ANSYS Fluent Customers A collaborative effort between ANSYS and IBM 2 IBM Information Technology Guide For ANSYS Fluent
More informationFuture 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
More informationVoltaire. Fast I/O for XEN using RDMA Technologies. The Grid Interconnect Company. April 2005 Yaron Haviv, Voltaire, CTO
Voltaire The Grid Interconnect Company Fast I/O for XEN using RDMA Technologies April 2005 Yaron Haviv, Voltaire, CTO yaronh@voltaire.com The Enterprise Grid Model and ization VMs need to interact efficiently
More informationThe 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
More informationABySS 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
More informationIntroduction to High-Speed InfiniBand Interconnect
Introduction to High-Speed InfiniBand Interconnect 2 What is InfiniBand? Industry standard defined by the InfiniBand Trade Association Originated in 1999 InfiniBand specification defines an input/output
More informationSolutions 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
More informationHP InfiniBand Options for HP ProLiant and Integrity Servers Overview
Overview HP supports 40Gbps 4x Quad Data Rate (QDR) and 20Gbps 4X Double Data Rate (DDR) InfiniBand products that include Host Channel Adapters (HCA), switches, and cables for HP ProLiant servers, and
More informationIn-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
More information40Gb/s InfiniBand Switch Module (HSSM) for IBM BladeCenter
40Gb/s InfiniBand Switch Module (HSSM) for IBM BladeCenter Release Notes Version 1.0 www.mellanox.com NOTE: THIS HARDWARE, SOFTWARE OR TEST SUITE PRODUCT ( PRODUCT(S) ) AND ITS RELATED DOCUMENTATION ARE
More informationInterconnect 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
More informationVM Migration Acceleration over 40GigE Meet SLA & Maximize ROI
VM Migration Acceleration over 40GigE Meet SLA & Maximize ROI Mellanox Technologies Inc. Motti Beck, Director Marketing Motti@mellanox.com Topics Introduction to Mellanox Technologies Inc. Why Cloud SLA
More informationInterconnect Your Future Enabling the Best Datacenter Return on Investment. TOP500 Supercomputers, November 2017
Interconnect Your Future Enabling the Best Datacenter Return on Investment TOP500 Supercomputers, November 2017 InfiniBand Accelerates Majority of New Systems on TOP500 InfiniBand connects 77% of new HPC
More informationIntroduction 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
More informationThe following InfiniBand products based on Mellanox technology are available for the HP BladeSystem c-class from HP:
Overview HP supports 56 Gbps Fourteen Data Rate (FDR) and 40Gbps 4X Quad Data Rate (QDR) InfiniBand (IB) products that include mezzanine Host Channel Adapters (HCA) for server blades, dual mode InfiniBand
More informationIn-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
More informationWhite Paper. Technical Advances in the SGI. UV Architecture
White Paper Technical Advances in the SGI UV Architecture TABLE OF CONTENTS 1. Introduction 1 2. The SGI UV Architecture 2 2.1. SGI UV Compute Blade 3 2.1.1. UV_Hub ASIC Functionality 4 2.1.1.1. Global
More informationChelsio 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
More informationVPI / 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
More informationCray XC Scalability and the Aries Network Tony Ford
Cray XC Scalability and the Aries Network Tony Ford June 29, 2017 Exascale Scalability Which scalability metrics are important for Exascale? Performance (obviously!) What are the contributing factors?
More informationLossless 10 Gigabit Ethernet: The Unifying Infrastructure for SAN and LAN Consolidation
. White Paper Lossless 10 Gigabit Ethernet: The Unifying Infrastructure for SAN and LAN Consolidation Introduction As organizations increasingly rely on IT to help enable, and even change, their business
More informationHPC Architectures. Types of resource currently in use
HPC Architectures Types of resource currently in use Reusing this material This work is licensed under a Creative Commons Attribution- NonCommercial-ShareAlike 4.0 International License. http://creativecommons.org/licenses/by-nc-sa/4.0/deed.en_us
More informationDELIVERABLE D5.5 Report on ICARUS visualization cluster installation. John BIDDISCOMBE (CSCS) Jerome SOUMAGNE (CSCS)
DELIVERABLE D5.5 Report on ICARUS visualization cluster installation John BIDDISCOMBE (CSCS) Jerome SOUMAGNE (CSCS) 02 May 2011 NextMuSE 2 Next generation Multi-mechanics Simulation Environment Cluster
More informationNetSpeed ORION: A New Approach to Design On-chip Interconnects. August 26 th, 2013
NetSpeed ORION: A New Approach to Design On-chip Interconnects August 26 th, 2013 INTERCONNECTS BECOMING INCREASINGLY IMPORTANT Growing number of IP cores Average SoCs today have 100+ IPs Mixing and matching
More informationCESM (Community Earth System Model) Performance Benchmark and Profiling. August 2011
CESM (Community Earth System Model) Performance Benchmark and Profiling August 2011 Note The following research was performed under the HPC Advisory Council activities Participating vendors: Intel, Dell,
More informationThe following InfiniBand adaptor products based on Mellanox technologies are available from HP
Overview HP supports 56 Gbps Fourteen Data rate (FDR), 40Gbps 4x Quad Data Rate (QDR) InfiniBand products that include Host Channel Adapters (HCA), HP FlexLOM adaptors, switches, and cables for HP ProLiant
More informationQuickSpecs. HP InfiniBand Options for HP BladeSystems c-class. Overview
Overview HP supports 40Gbps (QDR) and 20Gbps (DDR) InfiniBand products that include mezzanine Host Channel Adapters (HCA) for server blades, switch blades for c-class enclosures, and rack switches and
More informationAcuSolve Performance Benchmark and Profiling. October 2011
AcuSolve Performance Benchmark and Profiling October 2011 Note The following research was performed under the HPC Advisory Council activities Participating vendors: Intel, Dell, Mellanox, Altair Compute
More informationMessaging Overview. Introduction. Gen-Z Messaging
Page 1 of 6 Messaging Overview Introduction Gen-Z is a new data access technology that not only enhances memory and data storage solutions, but also provides a framework for both optimized and traditional
More informationChecklist for Selecting and Deploying Scalable Clusters with InfiniBand Fabrics
Checklist for Selecting and Deploying Scalable Clusters with InfiniBand Fabrics Lloyd Dickman, CTO InfiniBand Products Host Solutions Group QLogic Corporation November 13, 2007 @ SC07, Exhibitor Forum
More informationThe 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
More informationFujitsu s Approach to Application Centric Petascale Computing
Fujitsu s Approach to Application Centric Petascale Computing 2 nd Nov. 2010 Motoi Okuda Fujitsu Ltd. Agenda Japanese Next-Generation Supercomputer, K Computer Project Overview Design Targets System Overview
More informationHP Cluster Platform Overview
HP Cluster Platform Overview Abstract This document describes the benefits, hardware support, software support, and installation considerations of HP Cluster Platform systems. HP Part Number: 5697-2030
More informationWorkshop on High Performance Computing (HPC) Architecture and Applications in the ICTP October High Speed Network for HPC
2494-6 Workshop on High Performance Computing (HPC) Architecture and Applications in the ICTP 14-25 October 2013 High Speed Network for HPC Moreno Baricevic & Stefano Cozzini CNR-IOM DEMOCRITOS Trieste
More informationFlex System IB port FDR InfiniBand Adapter Lenovo Press Product Guide
Flex System IB6132 2-port FDR InfiniBand Adapter Lenovo Press Product Guide The Flex System IB6132 2-port FDR InfiniBand Adapter delivers low latency and high bandwidth for performance-driven server clustering
More informationChelsio 10G Ethernet Open MPI OFED iwarp with Arista Switch
PERFORMANCE BENCHMARKS Chelsio 10G Ethernet Open MPI OFED iwarp with Arista Switch Chelsio Communications www.chelsio.com sales@chelsio.com +1-408-962-3600 Executive Summary Ethernet provides a reliable
More informationMellanox 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
More informationThe Impact of Inter-node Latency versus Intra-node Latency on HPC Applications The 23 rd IASTED International Conference on PDCS 2011
The Impact of Inter-node Latency versus Intra-node Latency on HPC Applications The 23 rd IASTED International Conference on PDCS 2011 HPC Scale Working Group, Dec 2011 Gilad Shainer, Pak Lui, Tong Liu,
More informationOptimizing 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
More informationOCTOPUS Performance Benchmark and Profiling. June 2015
OCTOPUS Performance Benchmark and Profiling June 2015 2 Note The following research was performed under the HPC Advisory Council activities Special thanks for: HP, Mellanox For more information on the
More informationTechnical Computing Suite supporting the hybrid system
Technical Computing Suite supporting the hybrid system Supercomputer PRIMEHPC FX10 PRIMERGY x86 cluster Hybrid System Configuration Supercomputer PRIMEHPC FX10 PRIMERGY x86 cluster 6D mesh/torus Interconnect
More informationImproving Application Performance and Predictability using Multiple Virtual Lanes in Modern Multi-Core InfiniBand Clusters
Improving Application Performance and Predictability using Multiple Virtual Lanes in Modern Multi-Core InfiniBand Clusters Hari Subramoni, Ping Lai, Sayantan Sur and Dhabhaleswar. K. Panda Department of
More informationSNAP Performance Benchmark and Profiling. April 2014
SNAP Performance Benchmark and Profiling April 2014 Note The following research was performed under the HPC Advisory Council activities Participating vendors: HP, Mellanox For more information on the supporting
More informationBrocade Technology Conference Call: Data Center Infrastructure Business Unit Breakthrough Capabilities for the Evolving Data Center Network
Brocade Technology Conference Call: Data Center Infrastructure Business Unit Breakthrough Capabilities for the Evolving Data Center Network Ian Whiting, Vice President and General Manager, DCI Business
More informationPerformance 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
More informationThe Missing Piece of Virtualization. I/O Virtualization on 10 Gb Ethernet For Virtualized Data Centers
The Missing Piece of Virtualization I/O Virtualization on 10 Gb Ethernet For Virtualized Data Centers Agenda 10 GbE Adapters Built for Virtualization I/O Throughput: Virtual & Non-Virtual Servers Case
More informationHigh 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
More informationCS500 SMARTER CLUSTER SUPERCOMPUTERS
CS500 SMARTER CLUSTER SUPERCOMPUTERS OVERVIEW Extending the boundaries of what you can achieve takes reliable computing tools matched to your workloads. That s why we tailor the Cray CS500 cluster supercomputer
More informationIBM Virtual Fabric Architecture
IBM Virtual Fabric Architecture Seppo Kemivirta Product Manager Finland IBM System x & BladeCenter 2007 IBM Corporation Five Years of Durable Infrastructure Foundation for Success BladeCenter Announced
More informationBuilding 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
More informationHP supports InfiniBand products from InfiniBand technology partners Mellanox and QLogic.
Overview HP supports 56 Gbps Fourteen Data rate (FDR), 40Gbps 4x Quad Data Rate (QDR) InfiniBand products that include Host Channel Adapters (HCA), HP FlexLOM adaptors, switches, and cables for HP ProLiant
More informationLarge SAN Design Best Practices Using Cisco MDS 9700 and MDS 9500 Multilayer Directors
White Paper Large SAN Design Best Practices Using Cisco MDS 9700 and MDS 9500 Multilayer Directors What You Will Learn As SANs continue to grow in size, many factors need to be considered to help scale
More informationMellanox InfiniBand Training IB Professional, Expert and Engineer Certifications
About Mellanox On-Site courses Mellanox Academy offers on-site customized courses for maximum content flexibility to make the learning process as efficient and as effective as possible. Content flexibility
More information2-Port 40 Gb InfiniBand Expansion Card (CFFh) for IBM BladeCenter IBM BladeCenter at-a-glance guide
2-Port 40 Gb InfiniBand Expansion Card (CFFh) for IBM BladeCenter IBM BladeCenter at-a-glance guide The 2-Port 40 Gb InfiniBand Expansion Card (CFFh) for IBM BladeCenter is a dual port InfiniBand Host
More informationInfiniBand and Mellanox UFM Fundamentals
InfiniBand and Mellanox UFM Fundamentals Part Number: MTR-IB-UFM-OST-A Duration: 3 Days What's in it for me? Where do I start learning about InfiniBand? How can I gain the tools to manage this fabric?
More informationSTAR-CCM+ Performance Benchmark and Profiling. July 2014
STAR-CCM+ Performance Benchmark and Profiling July 2014 Note The following research was performed under the HPC Advisory Council activities Participating vendors: CD-adapco, Intel, Dell, Mellanox Compute
More informationBuilding 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
More informationMM5 Modeling System Performance Research and Profiling. March 2009
MM5 Modeling System Performance Research and Profiling March 2009 Note The following research was performed under the HPC Advisory Council activities AMD, Dell, Mellanox HPC Advisory Council Cluster Center
More informationInterconnect 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
More informationGROMACS Performance Benchmark and Profiling. August 2011
GROMACS Performance Benchmark and Profiling August 2011 Note The following research was performed under the HPC Advisory Council activities Participating vendors: Intel, Dell, Mellanox Compute resource
More informationPERFORMANCE ACCELERATED Mellanox InfiniBand Adapters Provide Advanced Levels of Data Center IT Performance, Productivity and Efficiency
PERFORMANCE ACCELERATED Mellanox InfiniBand Adapters Provide Advanced Levels of Data Center IT Performance, Productivity and Efficiency Mellanox continues its leadership providing InfiniBand Host Channel
More informationIndustry Standards for the Exponential Growth of Data Center Bandwidth and Management. Craig W. Carlson
Industry Standards for the Exponential Growth of Data Center Bandwidth and Management Craig W. Carlson 2 Or Finding the Fat Pipe through standards Creative Commons, Flikr User davepaker Overview Part of
More informationStorage System. David Southwell, Ph.D President & CEO Obsidian Strategics Inc. BB:(+1)
Storage InfiniBand Area Networks System David Southwell, Ph.D President & CEO Obsidian Strategics Inc. BB:(+1) 780.964.3283 dsouthwell@obsidianstrategics.com Agenda System Area Networks and Storage Pertinent
More informationEthernet. 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
More informationCreating an agile infrastructure with Virtualized I/O
etrading & Market Data Agile infrastructure Telecoms Data Center Grid Creating an agile infrastructure with Virtualized I/O Richard Croucher May 2009 Smart Infrastructure Solutions London New York Singapore
More informationCPMD Performance Benchmark and Profiling. February 2014
CPMD Performance Benchmark and Profiling February 2014 Note The following research was performed under the HPC Advisory Council activities Special thanks for: HP, Mellanox For more information on the supporting
More informationAccelerating 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
More informationArista 7010 Series: Q&A
7010 Series: Q&A Document Arista 7010 Series: Q&A Product Overview What is the 7010 Series? The Arista 7010 Series are a family of purpose built high performance and power efficient fixed configuration
More informationTopology Awareness in the Tofu Interconnect Series
Topology Awareness in the Tofu Interconnect Series Yuichiro Ajima Senior Architect Next Generation Technical Computing Unit Fujitsu Limited June 23rd, 2016, ExaComm2016 Workshop 0 Introduction Networks
More informationBest Practices for Deployments using DCB and RoCE
Best Practices for Deployments using DCB and RoCE Contents Introduction... Converged Networks... RoCE... RoCE and iwarp Comparison... RoCE Benefits for the Data Center... RoCE Evaluation Design... RoCE
More informationCloud Builders. Billy Cox. Director Cloud Strategy Software and Services Group
Cloud Builders Billy Cox Director Cloud Strategy Software and Services Group From Vision to Action IT & Service Providers Products & Technologies Intel Cloud Builders Define and Prioritize IT Requirements
More informationANSYS HPC Technology Leadership
ANSYS HPC Technology Leadership 1 ANSYS, Inc. November 14, Why ANSYS Users Need HPC Insight you can t get any other way It s all about getting better insight into product behavior quicker! HPC enables
More informationThe NE010 iwarp Adapter
The NE010 iwarp Adapter Gary Montry Senior Scientist +1-512-493-3241 GMontry@NetEffect.com Today s Data Center Users Applications networking adapter LAN Ethernet NAS block storage clustering adapter adapter
More informationHPE Deep Learning Cookbook: Recipes to Run Deep Learning Workloads. Natalia Vassilieva, Sergey Serebryakov
HPE Deep Learning Cookbook: Recipes to Run Deep Learning Workloads Natalia Vassilieva, Sergey Serebryakov Deep learning ecosystem today Software Hardware 2 HPE s portfolio for deep learning Government,
More informationBest Practices for Setting BIOS Parameters for Performance
White Paper Best Practices for Setting BIOS Parameters for Performance Cisco UCS E5-based M3 Servers May 2013 2014 Cisco and/or its affiliates. All rights reserved. This document is Cisco Public. Page
More informationDESCRIPTION GHz, 1.536TB shared memory RAM, and 20.48TB RAW internal storage teraflops About ScaleMP
DESCRIPTION The Auburn University College of Engineering Computational Fluid Dynamics Cluster is built using Dell M1000E Blade Chassis Server Platform. The Cluster will consist of (4) M1000E Blade Chassis
More informationLS-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
More informationHPC Solution. Technology for a New Era in Computing
HPC Solution Technology for a New Era in Computing TEL IN HPC & Storage.. 20 years of changing with Technology Complete Solution Integrators for Select Verticals Mechanical Design & Engineering High Performance
More informationScaling Internet TV Content Delivery ALEX GUTARIN DIRECTOR OF ENGINEERING, NETFLIX
Scaling Internet TV Content Delivery ALEX GUTARIN DIRECTOR OF ENGINEERING, NETFLIX Inventing Internet TV Available in more than 190 countries 104+ million subscribers Lots of Streaming == Lots of Traffic
More informationTHE OPEN DATA CENTER FABRIC FOR THE CLOUD
Product overview THE OPEN DATA CENTER FABRIC FOR THE CLOUD The Open Data Center Fabric for the Cloud The Xsigo Data Center Fabric revolutionizes data center economics by creating an agile, highly efficient
More informationInformatix Solutions INFINIBAND OVERVIEW. - Informatix Solutions, Page 1 Version 1.0
INFINIBAND OVERVIEW -, 2010 Page 1 Version 1.0 Why InfiniBand? Open and comprehensive standard with broad vendor support Standard defined by the InfiniBand Trade Association (Sun was a founder member,
More informationGrid Director 4000 Family
Grid Director 4000 Family User Manual for 4700, 4200, 4036E, & 4036/2036 3.6 www.mellanox.com NOTE: MELLANOX TECHNOLOGIES, INC. AND ITS AFFILIATES ("MELLANOX") FURNISH THIS DOCUMENT "AS IS," WITHOUT WARRANTY
More information