Advancing Applications Performance With InfiniBand
|
|
|
- Darren Cox
- 10 years ago
- Views:
Transcription
1 Advancing Applications Performance With InfiniBand Pak Lui, Application Performance Manager September 12, 2013
2 Mellanox Overview Ticker: MLNX Leading provider of high-throughput, low-latency server and storage interconnect FDR 56Gb/s InfiniBand and 10/40/56GbE Reduces application wait-time for data Dramatically increases ROI on data center infrastructure Company headquarters: Yokneam, Israel; Sunnyvale, California ~1,200 employees* worldwide Solid financial position Record revenue in FY12; $500.8M, up 93% year-over-year Q2 13 revenue of $98.2M Q3 13 guidance ~$104M to $109M Cash + 6/30/13 = $411.3M * As of June Mellanox Technologies 2
3 Providing End-to-End Interconnect Solutions Comprehensive End-to-End Software Accelerators and Managment Management Storage and Data MXM Mellanox Messaging Acceleration FCA Fabric Collectives Acceleration UFM Unified Fabric Management VSA Storage Accelerator (iscsi) UDA Unstructured Data Accelerator Comprehensive End-to-End InfiniBand and Ethernet Solutions Portfolio ICs Adapter Cards Switches/Gateways Long-Haul Systems Cables/Modules 2013 Mellanox Technologies 3
4 Virtual Protocol Interconnect (VPI) Technology VPI Adapter VPI Switch Unified Fabric Manager Applications Switch OS Layer Networking Storage Clustering Management Acceleration Engines 3.0 Ethernet: 10/40/56 Gb/s InfiniBand:10/20/40/56 Gb/s 64 ports 10GbE 36 ports 40/56GbE 48 10GbE /56GbE 36 ports IB up to 56Gb/s 8 VPI subnets From data center to campus and metro connectivity LOM Adapter Card Mezzanine Card 2013 Mellanox Technologies 4
5 MetroDX and MetroX MetroX and MetroDX extends InfiniBand and Ethernet RDMA reach Fastest interconnect over 40Gb/s InfiniBand or Ethernet links Supporting multiple distances Simple management to control distant sites Low-cost, low-power, long-haul solution 40Gb/s over Campus and Metro 2013 Mellanox Technologies 5
6 Data Center Expansion Example Disaster Recovery 2013 Mellanox Technologies 6
7 Key Elements in a Data Center Interconnect Applications Servers Storage Switch and IC Cables, Silicon Photonics, Parallel Optical Modules Adapter and IC Adapter and IC 2013 Mellanox Technologies 7
8 IPtronics and Kotura Complete Mellanox s 100Gb/s+ Technology Recent Acquisitions of Kotura and IPtronics Enable Mellanox to Deliver Complete High-Speed Optical Interconnect Solutions for 100Gb/s and Beyond 2013 Mellanox Technologies 8
9 Mellanox InfiniBand Paves the Road to Exascale 2013 Mellanox Technologies 9
10 Meteo France 2013 Mellanox Technologies 10
11 NASA Ames Research Center Pleiades 20K InfiniBand nodes Mellanox end-to-end FDR and QDR InfiniBand Supports variety of scientific and engineering projects Coupled atmosphere-ocean models Future space vehicle design Large-scale dark matter halos and galaxy evolution Asian Monsoon Water Cycle High-Resolution Climate Simulations 2013 Mellanox Technologies 11
12 NCAR (National Center for Atmospheric Research) Yellowstone system 72,288 processor cores, 4,518 nodes Mellanox end-to-end FDR InfiniBand, CLOS (full fat tree) network, single plane 2013 Mellanox Technologies 12
13 Applications Performance (Courtesy of the HPC Advisory Council) 284% Intel Sandy Bridge 182% 173% Intel Ivy Bridge 1556% 282% 2013 Mellanox Technologies 13
14 Applications Performance (Courtesy of the HPC Advisory Council) 392% 135% 2013 Mellanox Technologies 14
15 Dominant in Enterprise Back-End Storage Interconnects SMB Direct 2013 Mellanox Technologies 15
16 Leading Interconnect, Leading Performance Bandwidth 100Gb/s 200Gb/s 20Gb/s 40Gb/s 56Gb/s 10Gb/s Same Software Interface usec 2.5usec 1.3usec 0.7usec Latency 0.6usec <0.5usec 2013 Mellanox Technologies 16
17 Connect-IB Architectural Foundation for Exascale Computing 2013 Mellanox Technologies 17
18 Connect-IB : The Exascale Foundation World s first 100Gb/s interconnect adapter PCIe 3.0 x16, dual FDR 56Gb/s InfiniBand ports to provide >100Gb/s Highest InfiniBand message rate: 137 million messages per second 4X higher than other InfiniBand solutions <0.7 micro-second application latency Supports GPUDirect RDMA for direct GPU-to-GPU communication Unmatchable Storage Performance 8,000,000 IOPs (1QP), 18,500,000 IOPs (32 QPs) New Innovative Transport Dynamically Connected Transport Service Supports Scalable HPC with MPI, SHMEM and PGAS/UPC offloads Enter the World of Boundless Performance 2013 Mellanox Technologies 18
19 Host Memory Consumption (MB) Connect-IB Memory Scalability 1,000,000,000 1,000,000 8 nodes 2K nodes 10K nodes 100K nodes 1,000 1 InfiniHost, RC 2002 InfiniHost-III, SRQ 2005 ConnectX, XRC 2008 Connect-IB, DCT Mellanox Technologies 19
20 Dynamically Connected Transport Advantages 2013 Mellanox Technologies 20
21 Message Rate (Million) FDR InfiniBand Delivers Highest Application Performance 150 Message Rate QDR InfiniBand FDR InfiniBand 2013 Mellanox Technologies 21
22 Scalable Communication MXM, FCA 2013 Mellanox Technologies 22
23 Mellanox ScalableHPC Accelerate Parallel Applications MPI SHMEM PGAS P1 P2 P3 P1 P2 P3 P1 P2 P3 Memory Memory Memory Logical Shared Memory Logical Shared Memory Memory Memory Memory Memory MXM Reliable Messaging Optimized for Mellanox HCA Hybrid Transport Mechanism Efficient Memory Registration Receive Side Tag Matching FCA Topology Aware Collective Optimization Hardware Multicast Separate Virtual Fabric for Collectives CORE-Direct Hardware Offload InfiniBand Verbs API 2013 Mellanox Technologies 23
24 MXM v2.0 - Highlights Transport library integrated with OpenMPI, OpenSHMEM, BUPC, Mvapich2 More solutions will be added in the future Utilizing Mellanox offload engines Supported APIs (both sync/async): AM, p2p, atomics, synchronization Supported transports: RC, UD, DC, RoCE, SHMEM Supported built-in mechanisms: tag matching, progress thread, memory registration cache, fast path send for small messages, zero copy, flow control Supported data transfer protocols: Eager Send/Recv, Eager RDMA, Rendezvous 2013 Mellanox Technologies 24
25 Bandwidth (KB*processes) Latency (us) Latency (us) Mellanox FCA Collective Scalability Barrier Collective Reduce Collective Processes (PPN=8) processes (PPN=8) Without FCA With FCA Without FCA With FCA Byte Broadcast Processes (PPN=8) Without FCA With FCA 2013 Mellanox Technologies 25
26 FDR InfiniBand Delivers Highest Application Performance 2013 Mellanox Technologies 26
27 GPU Direct 2013 Mellanox Technologies 27
28 1 1 GPUDirect RDMA Receive Transmit System Memory 1 CPU GPUDirect 1.0 CPU System Memory GPU Chip set Chip set GPU InfiniBand InfiniBand GPU Memory GPU Memory System Memory 1 CPU CPU System Memory GPU Chip set Chip set GPU GPU Memory InfiniBand GPUDirect RDMA InfiniBand GPU Memory 2013 Mellanox Technologies 28
29 Latency (us) Bandwidth (MB/s) Higher is Better Preliminary Performance of MVAPICH2 with GPUDirect RDMA GPU-GPU Internode MPI Latency GPU-GPU Internode MPI Bandwidth Small Message Latency MVAPICH2-1.9 MVAPICH2-1.9-GDR Small Message Bandwidth MVAPICH2-1.9 MVAPICH2-1.9-GDR % Lower is Better x K 4K K 4K Message Size (bytes) Source: Prof. DK Panda Message Size (bytes) 69% Lower Latency 3X Increase in Throughput 2013 Mellanox Technologies 29
30 Preliminary Performance of MVAPICH2 with GPU-Direct-RDMA Execution Time of HSG (Heisenberg Spin Glass) Application with 2 GPU Nodes Source: Prof. DK Panda 2013 Mellanox Technologies 30
31 Thank You 2013 Mellanox Technologies 31
SMB Direct for SQL Server and Private Cloud
SMB Direct for SQL Server and Private Cloud Increased Performance, Higher Scalability and Extreme Resiliency June, 2014 Mellanox Overview Ticker: MLNX Leading provider of high-throughput, low-latency server
Comparing SMB Direct 3.0 performance over RoCE, InfiniBand and Ethernet. September 2014
Comparing SMB Direct 3.0 performance over RoCE, InfiniBand and Ethernet Anand Rangaswamy September 2014 Storage Developer Conference Mellanox Overview Ticker: MLNX Leading provider of high-throughput,
Interconnecting Future DoE leadership systems
Interconnecting Future DoE leadership systems Rich Graham HPC Advisory Council, Stanford, 2015 HPC The Challenges 2 Proud to Accelerate Future DOE Leadership Systems ( CORAL ) Summit System Sierra System
Long-Haul System Family. Highest Levels of RDMA Scalability, Simplified Distance Networks Manageability, Maximum System Productivity
Long-Haul System Family Highest Levels of RDMA Scalability, Simplified Distance Networks Manageability, Maximum System Productivity Mellanox continues its leadership by providing RDMA Long-Haul Systems
Performance Accelerated Mellanox InfiniBand Adapters Provide Advanced Levels of Data Center IT Performance, Efficiency and Scalability
Performance Accelerated Mellanox InfiniBand Adapters Provide Advanced Levels of Data Center IT Performance, Efficiency and Scalability Mellanox continues its leadership providing InfiniBand Host Channel
Mellanox Accelerated Storage Solutions
Mellanox Accelerated Storage Solutions Moving Data Efficiently In an era of exponential data growth, storage infrastructures are being pushed to the limits of their capacity and data delivery capabilities.
State of the Art Cloud Infrastructure
State of the Art Cloud Infrastructure Motti Beck, Director Enterprise Market Development WHD Global I April 2014 Next Generation Data Centers Require Fast, Smart Interconnect Software Defined Networks
Mellanox Academy Online Training (E-learning)
Mellanox Academy Online Training (E-learning) 2013-2014 30 P age Mellanox offers a variety of training methods and learning solutions for instructor-led training classes and remote online learning (e-learning),
Solving I/O Bottlenecks to Enable Superior Cloud Efficiency
WHITE PAPER Solving I/O Bottlenecks to Enable Superior Cloud Efficiency Overview...1 Mellanox I/O Virtualization Features and Benefits...2 Summary...6 Overview We already have 8 or even 16 cores on one
Introduction to Infiniband. Hussein N. Harake, Performance U! Winter School
Introduction to Infiniband Hussein N. Harake, Performance U! Winter School Agenda Definition of Infiniband Features Hardware Facts Layers OFED Stack OpenSM Tools and Utilities Topologies Infiniband Roadmap
Interconnect Your Future Enabling the Best Datacenter Return on Investment. TOP500 Supercomputers, November 2015
Interconnect Your Future Enabling the Best Datacenter Return on Investment TOP500 Supercomputers, November 2015 InfiniBand FDR and EDR Continue Growth and Leadership The Most Used Interconnect On The TOP500
Mellanox Cloud and Database Acceleration Solution over Windows Server 2012 SMB Direct
Mellanox Cloud and Database Acceleration Solution over Windows Server 2012 Direct Increased Performance, Scaling and Resiliency July 2012 Motti Beck, Director, Enterprise Market Development [email protected]
Storage, Cloud, Web 2.0, Big Data Driving Growth
Storage, Cloud, Web 2.0, Big Data Driving Growth Kevin Deierling Vice President of Marketing October 25, 2013 Delivering the Highest ROI Across all Markets HPC Web 2.0 DB/Enterprise Cloud Financial Services
Mellanox HPC-X Software Toolkit Release Notes
Mellanox HPC-X Software Toolkit Release Notes Rev 1.2 www.mellanox.com NOTE: THIS HARDWARE, SOFTWARE OR TEST SUITE PRODUCT ( PRODUCT(S) ) AND ITS RELATED DOCUMENTATION ARE PROVIDED BY MELLANOX TECHNOLOGIES
Connecting the Clouds
Connecting the Clouds Mellanox Connected Clouds Mellanox s Ethernet and InfiniBand interconnects enable and enhance worldleading cloud infrastructures around the globe. Utilizing Mellanox s fast server
ECLIPSE Performance Benchmarks and Profiling. January 2009
ECLIPSE Performance Benchmarks and Profiling January 2009 Note The following research was performed under the HPC Advisory Council activities AMD, Dell, Mellanox, Schlumberger HPC Advisory Council Cluster
SMB Advanced Networking for Fault Tolerance and Performance. Jose Barreto Principal Program Managers Microsoft Corporation
SMB Advanced Networking for Fault Tolerance and Performance Jose Barreto Principal Program Managers Microsoft Corporation Agenda SMB Remote File Storage for Server Apps SMB Direct (SMB over RDMA) SMB Multichannel
Achieving Real-Time Business Solutions Using Graph Database Technology and High Performance Networks
WHITE PAPER July 2014 Achieving Real-Time Business Solutions Using Graph Database Technology and High Performance Networks Contents Executive Summary...2 Background...3 InfiniteGraph...3 High Performance
Building a Scalable Storage with InfiniBand
WHITE PAPER Building a Scalable Storage with InfiniBand The Problem...1 Traditional Solutions and their Inherent Problems...2 InfiniBand as a Key Advantage...3 VSA Enables Solutions from a Core Technology...5
Mellanox Technologies, Ltd. Announces Record Quarterly Results
PRESS RELEASE Press/Media Contacts Ashley Paula Waggener Edstrom +1-415-547-7024 [email protected] USA Investor Contact Gwyn Lauber Mellanox Technologies +1-408-916-0012 [email protected] Israel
SX1012: High Performance Small Scale Top-of-Rack Switch
WHITE PAPER August 2013 SX1012: High Performance Small Scale Top-of-Rack Switch Introduction...1 Smaller Footprint Equals Cost Savings...1 Pay As You Grow Strategy...1 Optimal ToR for Small-Scale Deployments...2
Power Saving Features in Mellanox Products
WHITE PAPER January, 2013 Power Saving Features in Mellanox Products In collaboration with the European-Commission ECONET Project Introduction... 1 The Multi-Layered Green Fabric... 2 Silicon-Level Power
Enabling High performance Big Data platform with RDMA
Enabling High performance Big Data platform with RDMA Tong Liu HPC Advisory Council Oct 7 th, 2014 Shortcomings of Hadoop Administration tooling Performance Reliability SQL support Backup and recovery
Introduction to Cloud Design Four Design Principals For IaaS
WHITE PAPER Introduction to Cloud Design Four Design Principals For IaaS What is a Cloud...1 Why Mellanox for the Cloud...2 Design Considerations in Building an IaaS Cloud...2 Summary...4 What is a Cloud
The 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
SX1024: The Ideal Multi-Purpose Top-of-Rack Switch
WHITE PAPER May 2013 SX1024: The Ideal Multi-Purpose Top-of-Rack Switch Introduction...1 Highest Server Density in a Rack...1 Storage in a Rack Enabler...2 Non-Blocking Rack Implementation...3 56GbE Uplink
ECLIPSE Best Practices Performance, Productivity, Efficiency. March 2009
ECLIPSE Best Practices Performance, Productivity, Efficiency March 29 ECLIPSE Performance, Productivity, Efficiency The following research was performed under the HPC Advisory Council activities HPC Advisory
RDMA over Ethernet - A Preliminary Study
RDMA over Ethernet - A Preliminary Study Hari Subramoni, Miao Luo, Ping Lai and Dhabaleswar. K. Panda Computer Science & Engineering Department The Ohio State University Outline Introduction Problem Statement
High Throughput File Servers with SMB Direct, Using the 3 Flavors of RDMA network adapters
High Throughput File Servers with SMB Direct, Using the 3 Flavors of network adapters Jose Barreto Principal Program Manager Microsoft Corporation Abstract In Windows Server 2012, we introduce the SMB
Storage at a Distance; Using RoCE as a WAN Transport
Storage at a Distance; Using RoCE as a WAN Transport Paul Grun Chief Scientist, System Fabric Works, Inc. (503) 620-8757 [email protected] Why Storage at a Distance the Storage Cloud Following
ConnectX -3 Pro: Solving the NVGRE Performance Challenge
WHITE PAPER October 2013 ConnectX -3 Pro: Solving the NVGRE Performance Challenge Objective...1 Background: The Need for Virtualized Overlay Networks...1 NVGRE Technology...2 NVGRE s Hidden Challenge...3
LS DYNA Performance Benchmarks and Profiling. January 2009
LS DYNA Performance Benchmarks and Profiling January 2009 Note The following research was performed under the HPC Advisory Council activities AMD, Dell, Mellanox HPC Advisory Council Cluster Center The
Can High-Performance Interconnects Benefit Memcached and Hadoop?
Can High-Performance Interconnects Benefit Memcached and Hadoop? D. K. Panda and Sayantan Sur Network-Based Computing Laboratory Department of Computer Science and Engineering The Ohio State University,
Interconnect Analysis: 10GigE and InfiniBand in High Performance Computing
Interconnect Analysis: 10GigE and InfiniBand in High Performance Computing WHITE PAPER Highlights: There is a large number of HPC applications that need the lowest possible latency for best performance
Choosing the Best Network Interface Card Mellanox ConnectX -3 Pro EN vs. Intel X520
COMPETITIVE BRIEF August 2014 Choosing the Best Network Interface Card Mellanox ConnectX -3 Pro EN vs. Intel X520 Introduction: How to Choose a Network Interface Card...1 Comparison: Mellanox ConnectX
Deep Learning GPU-Based Hardware Platform
Deep Learning GPU-Based Hardware Platform Hardware and Software Criteria and Selection Mourad Bouache Yahoo! Performance Engineering Group Sunnyvale, CA +1.408.784.1446 [email protected] John Glover
Choosing the Best Network Interface Card for Cloud Mellanox ConnectX -3 Pro EN vs. Intel XL710
COMPETITIVE BRIEF April 5 Choosing the Best Network Interface Card for Cloud Mellanox ConnectX -3 Pro EN vs. Intel XL7 Introduction: How to Choose a Network Interface Card... Comparison: Mellanox ConnectX
InfiniBand Software and Protocols Enable Seamless Off-the-shelf Applications Deployment
December 2007 InfiniBand Software and Protocols Enable Seamless Off-the-shelf Deployment 1.0 Introduction InfiniBand architecture defines a high-bandwidth, low-latency clustering interconnect that is used
Introduction. Need for ever-increasing storage scalability. Arista and Panasas provide a unique Cloud Storage solution
Arista 10 Gigabit Ethernet Switch Lab-Tested with Panasas ActiveStor Parallel Storage System Delivers Best Results for High-Performance and Low Latency for Scale-Out Cloud Storage Applications Introduction
FLOW-3D Performance Benchmark and Profiling. September 2012
FLOW-3D Performance Benchmark and Profiling September 2012 Note The following research was performed under the HPC Advisory Council activities Participating vendors: FLOW-3D, Dell, Intel, Mellanox Compute
HP Mellanox Low Latency Benchmark Report 2012 Benchmark Report
WHITE PAPER July 2012 HP Mellanox Low Latency Benchmark Report 2012 Benchmark Report Executive Summary...1 The Four New 2012 Technologies Evaluated In This Benchmark...1 Benchmark Objective...2 Testing
InfiniBand 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 Smart InfiniBand Switch Systems the highest performing interconnect
3G Converged-NICs A Platform for Server I/O to Converged Networks
White Paper 3G Converged-NICs A Platform for Server I/O to Converged Networks This document helps those responsible for connecting servers to networks achieve network convergence by providing an overview
LS-DYNA Best-Practices: Networking, MPI and Parallel File System Effect on LS-DYNA Performance
11 th International LS-DYNA Users Conference Session # LS-DYNA Best-Practices: Networking, MPI and Parallel File System Effect on LS-DYNA Performance Gilad Shainer 1, Tong Liu 2, Jeff Layton 3, Onur Celebioglu
Mellanox Global Professional Services
Mellanox Global Professional Services User Guide Rev. 1.2 www.mellanox.com NOTE: THIS HARDWARE, SOFTWARE OR TEST SUITE PRODUCT ( PRODUCT(S) ) AND ITS RELATED DOCUMENTATION ARE PROVIDED BY MELLANOX TECHNOLOGIES
From Ethernet Ubiquity to Ethernet Convergence: The Emergence of the Converged Network Interface Controller
White Paper From Ethernet Ubiquity to Ethernet Convergence: The Emergence of the Converged Network Interface Controller The focus of this paper is on the emergence of the converged network interface controller
White Paper Solarflare High-Performance Computing (HPC) Applications
Solarflare High-Performance Computing (HPC) Applications 10G Ethernet: Now Ready for Low-Latency HPC Applications Solarflare extends the benefits of its low-latency, high-bandwidth 10GbE server adapters
Replacing SAN with High Performance Windows Share over a Converged Network
WHITE PAPER November 2015 Replacing SAN with High Performance Windows Share over a Converged Network Abstract...1 Introduction...1 Early FC SAN (Storage Area Network)...1 FC vs. Ethernet...1 Changing SAN
A Micro-benchmark Suite for Evaluating Hadoop RPC on High-Performance Networks
A Micro-benchmark Suite for Evaluating Hadoop RPC on High-Performance Networks Xiaoyi Lu, Md. Wasi- ur- Rahman, Nusrat Islam, and Dhabaleswar K. (DK) Panda Network- Based Compu2ng Laboratory Department
InfiniBand 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
Hadoop on the Gordon Data Intensive Cluster
Hadoop on the Gordon Data Intensive Cluster Amit Majumdar, Scientific Computing Applications Mahidhar Tatineni, HPC User Services San Diego Supercomputer Center University of California San Diego Dec 18,
Mellanox WinOF for Windows 8 Quick Start Guide
Mellanox WinOF for Windows 8 Quick Start Guide Rev 1.0 www.mellanox.com NOTE: THIS HARDWARE, SOFTWARE OR TEST SUITE PRODUCT ( PRODUCT(S) ) AND ITS RELATED DOCUMENTATION ARE PROVIDED BY MELLANOX TECHNOLOGIES
Michael Kagan. [email protected]
Virtualization in Data Center The Network Perspective Michael Kagan CTO, Mellanox Technologies [email protected] Outline Data Center Transition Servers S as a Service Network as a Service IO as a Service
Deploying 10/40G InfiniBand Applications over the WAN
Deploying 10/40G InfiniBand Applications over the WAN Eric Dube ([email protected]) Senior Product Manager of Systems November 2011 Overview About Bay Founded in 2000 to provide high performance
RoCE vs. iwarp Competitive Analysis
WHITE PAPER August 21 RoCE vs. iwarp Competitive Analysis Executive Summary...1 RoCE s Advantages over iwarp...1 Performance and Benchmark Examples...3 Best Performance for Virtualization...4 Summary...
Simplifying Big Data Deployments in Cloud Environments with Mellanox Interconnects and QualiSystems Orchestration Solutions
Simplifying Big Data Deployments in Cloud Environments with Mellanox Interconnects and QualiSystems Orchestration Solutions 64% of organizations were investing or planning to invest on Big Data technology
Why Compromise? A discussion on RDMA versus Send/Receive and the difference between interconnect and application semantics
Why Compromise? A discussion on RDMA versus Send/Receive and the difference between interconnect and application semantics Mellanox Technologies Inc. 2900 Stender Way, Santa Clara, CA 95054 Tel: 408-970-3400
Achieving Mainframe-Class Performance on Intel Servers Using InfiniBand Building Blocks. An Oracle White Paper April 2003
Achieving Mainframe-Class Performance on Intel Servers Using InfiniBand Building Blocks An Oracle White Paper April 2003 Achieving Mainframe-Class Performance on Intel Servers Using InfiniBand Building
High Performance Data-Transfers in Grid Environment using GridFTP over InfiniBand
High Performance Data-Transfers in Grid Environment using GridFTP over InfiniBand Hari Subramoni *, Ping Lai *, Raj Kettimuthu **, Dhabaleswar. K. (DK) Panda * * Computer Science and Engineering Department
Application and Micro-benchmark Performance using MVAPICH2-X on SDSC Gordon Cluster
Application and Micro-benchmark Performance using MVAPICH2-X on SDSC Gordon Cluster Mahidhar Tatineni ([email protected]) MVAPICH User Group Meeting August 27, 2014 NSF grants: OCI #0910847 Gordon: A Data
High Performance OpenStack Cloud. Eli Karpilovski Cloud Advisory Council Chairman
High Performance OpenStack Cloud Eli Karpilovski Cloud Advisory Council Chairman Cloud Advisory Council Our Mission Development of next generation cloud architecture Providing open specification for cloud
Mellanox Academy Course Catalog. Empower your organization with a new world of educational possibilities 2014-2015
Mellanox Academy Course Catalog Empower your organization with a new world of educational possibilities 2014-2015 Mellanox offers a variety of training methods and learning solutions for instructor-led
Mellanox OpenStack Solution Reference Architecture
Mellanox OpenStack Solution Reference Architecture Rev 1.3 January 2014 www.mellanox.com NOTE: THIS HARDWARE, SOFTWARE OR TEST SUITE PRODUCT ( PRODUCT(S) ) AND ITS RELATED DOCUMENTATION ARE PROVIDED BY
Performance Evaluation of InfiniBand with PCI Express
Performance Evaluation of InfiniBand with PCI Express Jiuxing Liu Server Technology Group IBM T. J. Watson Research Center Yorktown Heights, NY 1598 [email protected] Amith Mamidala, Abhinav Vishnu, and Dhabaleswar
Ultra Low Latency Data Center Switches and iwarp Network Interface Cards
WHITE PAPER Delivering HPC Applications with Juniper Networks and Chelsio Communications Ultra Low Latency Data Center Switches and iwarp Network Interface Cards Copyright 20, Juniper Networks, Inc. Table
Cluster Grid Interconects. Tony Kay Chief Architect Enterprise Grid and Networking
Cluster Grid Interconects Tony Kay Chief Architect Enterprise Grid and Networking Agenda Cluster Grid Interconnects The Upstart - Infiniband The Empire Strikes Back - Myricom Return of the King 10G Gigabit
Driving IBM BigInsights Performance Over GPFS Using InfiniBand+RDMA
WHITE PAPER April 2014 Driving IBM BigInsights Performance Over GPFS Using InfiniBand+RDMA Executive Summary...1 Background...2 File Systems Architecture...2 Network Architecture...3 IBM BigInsights...5
Enabling the Use of Data
Enabling the Use of Data Michael Kagan, CTO June 1, 2015 - Technion Computer Engineering Conference Safe Harbor Statement These slides and the accompanying oral presentation contain forward-looking statements
Building Enterprise-Class Storage Using 40GbE
Building Enterprise-Class Storage Using 40GbE Unified Storage Hardware Solution using T5 Executive Summary This white paper focuses on providing benchmarking results that highlight the Chelsio T5 performance
Cluster Implementation and Management; Scheduling
Cluster Implementation and Management; Scheduling CPS343 Parallel and High Performance Computing Spring 2013 CPS343 (Parallel and HPC) Cluster Implementation and Management; Scheduling Spring 2013 1 /
Advanced Computer Networks. High Performance Networking I
Advanced Computer Networks 263 3501 00 High Performance Networking I Patrick Stuedi Spring Semester 2014 1 Oriana Riva, Department of Computer Science ETH Zürich Outline Last week: Wireless TCP Today:
Pedraforca: ARM + GPU prototype
www.bsc.es Pedraforca: ARM + GPU prototype Filippo Mantovani Workshop on exascale and PRACE prototypes Barcelona, 20 May 2014 Overview Goals: Test the performance, scalability, and energy efficiency of
Sockets vs. RDMA Interface over 10-Gigabit Networks: An In-depth Analysis of the Memory Traffic Bottleneck
Sockets vs. RDMA Interface over 1-Gigabit Networks: An In-depth Analysis of the Memory Traffic Bottleneck Pavan Balaji Hemal V. Shah D. K. Panda Network Based Computing Lab Computer Science and Engineering
Stovepipes to Clouds. Rick Reid Principal Engineer SGI Federal. 2013 by SGI Federal. Published by The Aerospace Corporation with permission.
Stovepipes to Clouds Rick Reid Principal Engineer SGI Federal 2013 by SGI Federal. Published by The Aerospace Corporation with permission. Agenda Stovepipe Characteristics Why we Built Stovepipes Cluster
www.xenon.com.au STORAGE HIGH SPEED INTERCONNECTS HIGH PERFORMANCE COMPUTING VISUALISATION GPU COMPUTING
www.xenon.com.au STORAGE HIGH SPEED INTERCONNECTS HIGH PERFORMANCE COMPUTING GPU COMPUTING VISUALISATION XENON Accelerating Exploration Mineral, oil and gas exploration is an expensive and challenging
Exploiting Remote Memory Operations to Design Efficient Reconfiguration for Shared Data-Centers over InfiniBand
Exploiting Remote Memory Operations to Design Efficient Reconfiguration for Shared Data-Centers over InfiniBand P. Balaji, K. Vaidyanathan, S. Narravula, K. Savitha, H. W. Jin D. K. Panda Network Based
Accelerating Spark with RDMA for Big Data Processing: Early Experiences
Accelerating Spark with RDMA for Big Data Processing: Early Experiences Xiaoyi Lu, Md. Wasi- ur- Rahman, Nusrat Islam, Dip7 Shankar, and Dhabaleswar K. (DK) Panda Network- Based Compu2ng Laboratory Department
Solution Brief July 2014. All-Flash Server-Side Storage for Oracle Real Application Clusters (RAC) on Oracle Linux
Solution Brief July 2014 All-Flash Server-Side Storage for Oracle Real Application Clusters (RAC) on Oracle Linux Traditional SAN storage systems cannot keep up with growing application performance needs.
High Speed I/O Server Computing with InfiniBand
High Speed I/O Server Computing with InfiniBand José Luís Gonçalves Dep. Informática, Universidade do Minho 4710-057 Braga, Portugal [email protected] Abstract: High-speed server computing heavily relies on
Security in Mellanox Technologies InfiniBand Fabrics Technical Overview
WHITE PAPER Security in Mellanox Technologies InfiniBand Fabrics Technical Overview Overview...1 The Big Picture...2 Mellanox Technologies Product Security...2 Current and Future Mellanox Technologies
Interoperability Testing and iwarp Performance. Whitepaper
Interoperability Testing and iwarp Performance Whitepaper Interoperability Testing and iwarp Performance Introduction In tests conducted at the Chelsio facility, results demonstrate successful interoperability
Mellanox Reference Architecture for Red Hat Enterprise Linux OpenStack Platform 4.0
Mellanox Reference Architecture for Red Hat Enterprise Linux OpenStack Platform 4.0 Rev 1.1 March 2014 www.mellanox.com NOTE: THIS HARDWARE, SOFTWARE OR TEST SUITE PRODUCT ( PRODUCT(S) ) AND ITS RELATED
High Performance Computing in CST STUDIO SUITE
High Performance Computing in CST STUDIO SUITE Felix Wolfheimer GPU Computing Performance Speedup 18 16 14 12 10 8 6 4 2 0 Promo offer for EUC participants: 25% discount for K40 cards Speedup of Solver
I/O Virtualization Using Mellanox InfiniBand And Channel I/O Virtualization (CIOV) Technology
I/O Virtualization Using Mellanox InfiniBand And Channel I/O Virtualization (CIOV) Technology Reduce I/O cost and power by 40 50% Reduce I/O real estate needs in blade servers through consolidation Maintain
Oracle Exadata: The World s Fastest Database Machine Exadata Database Machine Architecture
Oracle Exadata: The World s Fastest Database Machine Exadata Database Machine Architecture Ron Weiss, Exadata Product Management Exadata Database Machine Best Platform to Run the
Where IT perceptions are reality. Test Report. OCe14000 Performance. Featuring Emulex OCe14102 Network Adapters Emulex XE100 Offload Engine
Where IT perceptions are reality Test Report OCe14000 Performance Featuring Emulex OCe14102 Network Adapters Emulex XE100 Offload Engine Document # TEST2014001 v9, October 2014 Copyright 2014 IT Brand
Intel Ethernet Switch Converged Enhanced Ethernet (CEE) and Datacenter Bridging (DCB) Using Intel Ethernet Switch Family Switches
Intel Ethernet Switch Converged Enhanced Ethernet (CEE) and Datacenter Bridging (DCB) Using Intel Ethernet Switch Family Switches February, 2009 Legal INFORMATION IN THIS DOCUMENT IS PROVIDED IN CONNECTION
Unstructured Data Accelerator (UDA) Author: Motti Beck, Mellanox Technologies Date: March 27, 2012
Unstructured Data Accelerator (UDA) Author: Motti Beck, Mellanox Technologies Date: March 27, 2012 1 Market Trends Big Data Growing technology deployments are creating an exponential increase in the volume
Performance Evaluation of the RDMA over Ethernet (RoCE) Standard in Enterprise Data Centers Infrastructure. Abstract:
Performance Evaluation of the RDMA over Ethernet (RoCE) Standard in Enterprise Data Centers Infrastructure Motti Beck Director, Marketing [email protected] Michael Kagan Chief Technology Officer [email protected]
Running Oracle s PeopleSoft Human Capital Management on Oracle SuperCluster T5-8 O R A C L E W H I T E P A P E R L A S T U P D A T E D J U N E 2 0 15
Running Oracle s PeopleSoft Human Capital Management on Oracle SuperCluster T5-8 O R A C L E W H I T E P A P E R L A S T U P D A T E D J U N E 2 0 15 Table of Contents Fully Integrated Hardware and Software
Purchase of High Performance Computing (HPC) Central Compute Resources by Northwestern Researchers
Information Technology Purchase of High Performance Computing (HPC) Central Compute Resources by Northwestern Researchers Effective for FY2016 Purpose This document summarizes High Performance Computing
Cisco for SAP HANA Scale-Out Solution on Cisco UCS with NetApp Storage
Cisco for SAP HANA Scale-Out Solution Solution Brief December 2014 With Intelligent Intel Xeon Processors Highlights Scale SAP HANA on Demand Scale-out capabilities, combined with high-performance NetApp
A Study on the Scalability of Hybrid LS-DYNA on Multicore Architectures
11 th International LS-DYNA Users Conference Computing Technology A Study on the Scalability of Hybrid LS-DYNA on Multicore Architectures Yih-Yih Lin Hewlett-Packard Company Abstract In this paper, the
Installing Hadoop over Ceph, Using High Performance Networking
WHITE PAPER March 2014 Installing Hadoop over Ceph, Using High Performance Networking Contents Background...2 Hadoop...2 Hadoop Distributed File System (HDFS)...2 Ceph...2 Ceph File System (CephFS)...3
EDUCATION. PCI Express, InfiniBand and Storage Ron Emerick, Sun Microsystems Paul Millard, Xyratex Corporation
PCI Express, InfiniBand and Storage Ron Emerick, Sun Microsystems Paul Millard, Xyratex Corporation SNIA Legal Notice The material contained in this tutorial is copyrighted by the SNIA. Member companies
