real world implementation and snares of a high
play

Real World Implementation (and snares) of a High Performance NVIDIA - PowerPoint PPT Presentation

Mar 03, 2024 •23 likes •383 views

Real World Implementation (and snares) of a High Performance NVIDIA GRID Infrastructure Gday and Welcome Jan Hendrik Meier Grimme Landmaschinenfabrik Insert st**** description here @jhmeier Thomas Remmlinger NVIDIA Senior GRID Solution

  1. Real World Implementation (and snares) of a High Performance NVIDIA GRID Infrastructure

  2. G‘day and Welcome Jan Hendrik Meier Grimme Landmaschinenfabrik Insert st**** description here @jhmeier Thomas Remmlinger NVIDIA Senior GRID Solution Architect @tremmlinger Jan Hendrik Meier, Thomas Remmlinger 2 09.10.2017 NVIDIA GTC EU 2017

  3. Company - Grimme Landmaschinenfabrik GmbH & Co. KG • Founded 1851 • Headquarter Damme, Lower Saxony • ~ 2200 employee worldwide - ~1350 in Damme • 124 apprentices in 14 job types • Manufacturer for Potato, Sugar Beets und Vegetable Technique • World market leader in the Potato area Jan Hendrik Meier, Thomas Remmlinger 3 09.10.2017 NVIDIA GTC EU 2017

  4. GPU powered VDI – Virtuelle Desktops with NVIDIA GRID • Now available on Amazon  • Currently only in German  Sorry • 170 Pages about NVIDIA GRID • Plan / Implement / Check / Troubleshoot Jan Hendrik Meier, Thomas Remmlinger 4 09.10.2017 NVIDIA GTC EU 2017

  5. Reasons for the Project • New Product Lifecycle Management (including new CAD Software) • Start: Training environment for 45 concurrent users necessary  Alternative: Rent / Buy Fat-Clients • 67 Workstations with equal/less 8GB RAM • Client age often more than 5 Years Jan Hendrik Meier, Thomas Remmlinger 5 09.10.2017 NVIDIA GTC EU 2017

  6. Current GRID Enviroment • • CAD Workload (Productive) XenApp Workload (Not Productive yet) • 8 Servers • 4 Servers • Each Server with the following • Each Server with the following configuration: configuration:  2 Xeon CPUs @ 3,2 GHZ 8C / 16C  HT 2 Xeon CPUs @ 3,6 GHZ 14C /  28C HT 768GB RAM   512GB RAM 2x NVIDIA M60  • Currently ~150 concurrent Users 1x NVIDIA M10 Jan Hendrik Meier, Thomas Remmlinger 6 09.10.2017 NVIDIA GTC EU 2017

  7. Snare(s) when used as training environment Jan Hendrik Meier, Thomas Remmlinger 7 09.10.2017 NVIDIA GTC EU 2017

  8. Snare(s) when used as training environment Jan Hendrik Meier, Thomas Remmlinger 8 09.10.2017 NVIDIA GTC EU 2017

  9. Why did we continue with NVIDIA GRID? • Stability fine after bug was fixed (function was disabled) • Costs lower than with Fat-Clients (calculated for 5 years) • More flexibility • No CAD Offline Support any longer  At least required for Users in remote branches  Home Office  External Engineers • Standardization – all Users have exactly the same installation Jan Hendrik Meier, Thomas Remmlinger 9 09.10.2017 NVIDIA GTC EU 2017

  10. Plan Planning Phase Jan Hendrik Meier, Thomas Remmlinger 10 09.10.2017 NVIDIA GTC EU 2017

  11. Planning Phase • Amount of Clients which needs to be replaced  32 (2016)  16 (2017) • Cost Calculation • Required amount of servers with Data Center redundancy • Choosing the graphics card • vGPU Profile Jan Hendrik Meier, Thomas Remmlinger 11 09.10.2017 NVIDIA GTC EU 2017

  12. Cost Calculation • Many variables  RAM necessary for each User  vGPU Profile => vGPU License (First year: GRID Virtual PC ~100$ vs GRID Quadro vDWS ~550$)  Amount of Users per GRID Card  Amount of Users per Server • Requires a lot of Assumptions Jan Hendrik Meier, Thomas Remmlinger 12 09.10.2017 NVIDIA GTC EU 2017

  13. Required amount of servers with Data Center redundancy • 16 Users per Server (planned) • 32 Users total • Two redundancy options  Two Data Centers • 2 Servers per Data Center • 4 Servers total  Using three Data Centers • 1 Server per Data Center • 3 Servers total Jan Hendrik Meier, Thomas Remmlinger 13 09.10.2017 NVIDIA GTC EU 2017

  14. Choosing the graphics card • Which type of graphic card should i choose?  Identify your applications • What applications do you want to use? • What are the software vendor recommendations? • How old is your application and do you plan an update in the near future? • Do a PoC • Do the PoC with different kind of user types • Nothing is more disturbing than months of implementation and nothing but angry users… Jan Hendrik Meier, Thomas Remmlinger 14 09.10.2017 NVIDIA GTC EU 2017

  15. NVIDIA TESLA GPUs M10 M60 P40 M6 P6 4 NVIDIA Maxwell GPUs 2 NVIDIA Maxwell GPUs 1 NVIDIA Pascal GPU 1 NVIDIA Maxwell GPU 1 NVIDIA Pascal GPU GPU 2,560 4,096 3,840 1,536 2,048 CUDA Cores (640 per GPU) (2,048 per GPU) 32 GB GDDR5 16 GB GDDR5 16 GB GDDR5 24 GB GDDR5 8 GB GDDR5 Memory Size (8 GB per GPU) (8 GB per GPU) H.264 1080p30 28 36 24 16 24 streams 64 32 24 16 16 Max vGPU (512 MB Profile) (512 MB Profile) (1 GB Profile) (512 MB Profile) (1 GB Profile) instances 0.5 GB, 1 GB, 2 GB, 0.5 GB, 1 GB, 2 GB, 0.5 GB, 1 GB, 2 GB, 1 GB, 2 GB, 3 GB, 4 GB, 1 GB, 2 GB, 4 GB, vGPU Profiles 4 GB, 8 GB 4 GB, 8 GB 4 GB, 8 GB 6 GB, 8 GB, 12 GB, 24 GB 8 GB, 16 GB PCIe 3.0 Dual Slot PCIe 3.0 Dual Slot PCIe 3.0 Dual Slot MXM MXM Form Factor (rack servers) (rack servers) (rack servers) (blade servers) (blade servers) 225W 240W / 300W (225W opt) 250 W 100W (75W opt) 90 W (70W opt) Power passive active / passive passive bare board bare board Thermal USER DENSITY PERFORMANCE BLADE Optimized Optimized Optimized Jan Hendrik Meier, Thomas Remmlinger 15 09.10.2017 NVIDIA GTC EU 2017

  16. Choosing the graphics card • Only two options available (at the time of the project)  M10 (less powerful – more users)  M60 (more powerful – less users) => M60 • Now: more options available  Compare the details – don‘t trust marketing suggestions (e.g. P4 is not suggested anywhere) Jan Hendrik Meier, Thomas Remmlinger 16 09.10.2017 NVIDIA GTC EU 2017

  17. Choosing the vGPU Profile • Monitor real world scenarios  Have a look at your users daily work  Find out their needs and bottlenecks  Use this data for a PoC • Don ´ t use benchmark tools for sizing • Think about future updates of your applications • Don ´ t forget about memory, CPU and disk performance Jan Hendrik Meier, Thomas Remmlinger 17 09.10.2017 NVIDIA GTC EU 2017

  18. Choosing the vGPU Profile • Training:  Tests with CAD-Administrators, CAD-Vendor and IT  Two delivery groups (Purple and Violet) • Productive  Selection of 3 possible vGPU-Types  3 Key user Groups  Random access of Users to vGPU (without knowing which one is used) Jan Hendrik Meier, Thomas Remmlinger 18 09.10.2017 NVIDIA GTC EU 2017

  19. Challenges Jan Hendrik Meier, Thomas Remmlinger 19 09.10.2017 NVIDIA GTC EU 2017

  20. Challenges • User acceptance • CPU = Bottleneck? • 3Dconnexion Devices Jan Hendrik Meier, Thomas Remmlinger 20 09.10.2017 NVIDIA GTC EU 2017

  21. Challenges – User acceptance • Sometimes loading is fast / sometimes slow • Slow Performance • Screen tearing Jan Hendrik Meier, Thomas Remmlinger 21 09.10.2017 NVIDIA GTC EU 2017

  22. Challenges – Loading Slow Jan Hendrik Meier, Thomas Remmlinger 22 09.10.2017 NVIDIA GTC EU 2017

  23. Challenges – Loading Slow Jan Hendrik Meier, Thomas Remmlinger 23 09.10.2017 NVIDIA GTC EU 2017

  24. Challenges – Slow Performance • Monitoring looked fine • Session was visibly slow • Only occurred on one host • Solution  Bios Performance Setting was reset after an update Jan Hendrik Meier, Thomas Remmlinger 24 09.10.2017 NVIDIA GTC EU 2017

  25. Challenges – Screen Tearing Jan Hendrik Meier, Thomas Remmlinger 25 09.10.2017 NVIDIA GTC EU 2017

  27. Challenges – Screen Tearing • Citrix Ticket • Solution:  Ubuntu Problem  Minimization: • Modify / add xorg.conf.d for Intel / NVIDIA Graphics Card • Disable OpenGL Settings (Lighting, Texture Compression, Framebuffer object) • Disable all Effects Jan Hendrik Meier, Thomas Remmlinger 27 09.10.2017 NVIDIA GTC EU 2017

  28. CPU = Bottleneck? • Widely told: The CPU will be your main Bottleneck • Reason: CAD Software is mostly still single core based  More vGPU‘s in a VM don‘t help  High CPU clock rate helps • Tests with many Users  CPU = Bottleneck • Production (our environment!)  CPU =! Bottleneck Jan Hendrik Meier, Thomas Remmlinger 28 09.10.2017 NVIDIA GTC EU 2017

  29. Challenges – 3Dconnexion Devices Jan Hendrik Meier, Thomas Remmlinger 29 09.10.2017 NVIDIA GTC EU 2017

  30. Challenges – 3Dconnexion Devices • Standard Keyboard Keys on SpaceMouse (ESC, Alt,..) not working • Reboot Message shown after logon Jan Hendrik Meier, Thomas Remmlinger 30 09.10.2017 NVIDIA GTC EU 2017

  31. Challenges – 3Dconnexion Devices • Standard Keyboard Keys not working  Standard Keyboard Keys require special registry key • Customized functions for a 3Dconnexion SpaceMouse might not work in a VDA session. [#LC4797] – Citrix VDA 7.11 • Path: HKLM\SYSTEM\CurrentControlSet\services\picakbf Name: Enable3DConnexionMouse Type: DWORD Value: 1 Jan Hendrik Meier, Thomas Remmlinger 31 09.10.2017 NVIDIA GTC EU 2017

  32. Challenges – 3Dconnexion Devices • Reboot message  Connect every(!) type of 3Dconnexion Device you have to your Master-Image (and reboot)  Although devices might look the same – they might be different revisions Jan Hendrik Meier, Thomas Remmlinger 32 09.10.2017 NVIDIA GTC EU 2017

  33. Challenges Takeaways Jan Hendrik Meier, Thomas Remmlinger 33 09.10.2017 NVIDIA GTC EU 2017

Download Presentation
Download Policy: The content available on the website is offered to you 'AS IS' for your personal information and use only. It cannot be commercialized, licensed, or distributed on other websites without prior consent from the author. To download a presentation, simply click this link. If you encounter any difficulties during the download process, it's possible that the publisher has removed the file from their server.

Recommend

What does the facilitation implementation strategy look like in the real world? Evidence from the

What does the facilitation implementation strategy look like in the real world? Evidence from the

What does the facilitation implementation strategy look like in the real world? Evidence from the ADEPT study Shawna N. Smith, Ph.D. University of Michigan 9 th Annual Conference on the Science of Dissemination & Implementation in Health

477 views • 25 slides
XML in the real world XML in the real world XML agentzh ( )

XML in the real world XML in the real world XML agentzh ( )

XML in the real world XML in the real world XML agentzh ( ) 2006.10 RSS is cool ! RSS RSS Really Simple Syndication Tired of checking your favorite news and blogs sites everyday?

786 views • 75 slides
Population studies of Bullers albatrosses at The Snares Paul Sagar & David Thompson

Population studies of Bullers albatrosses at The Snares Paul Sagar & David Thompson

Population studies of Bullers albatrosses at The Snares Paul Sagar & David Thompson Presented to CSP 6 June 2014 Population studies of Bullers albatrosses at The Snares Complete an island-wide count of breeding albatrosses.

576 views • 14 slides
Real World Implementation of Alternative Payment Models Transforming Your Practice Barry Russo

Real World Implementation of Alternative Payment Models Transforming Your Practice Barry Russo

Real World Implementation of Alternative Payment Models Transforming Your Practice Barry Russo The Center for Cancer and Blood Disorders Ft. Worth, Texas Learning Objectives Understand the need for cultural change and reengineering the

217 views • 19 slides
Newbury Pre Diabetes Project A real-world implementation of QDiabetes in a CCG Area Tim Walter

Newbury Pre Diabetes Project A real-world implementation of QDiabetes in a CCG Area Tim Walter

Newbury and District CCG Newbury Pre Diabetes Project A real-world implementation of QDiabetes in a CCG Area Tim Walter Aims of the PreDM Project Raise awareness generally Lifestyle intervention for those at risk Early identification

714 views • 36 slides
Real-time Replication in the Real World Richard E. Baum C. Thomas Tyler 2 Agenda Provide an

Real-time Replication in the Real World Richard E. Baum C. Thomas Tyler 2 Agenda Provide an

Real-time Replication in the Real World Richard E. Baum C. Thomas Tyler 2 Agenda Provide an overview of replication solutions Discuss relevant new 2009.2 features Review some real-world solutions 3 Terminology High

481 views • 45 slides
Ensuring Success Throughout the Implementation Phase Working Toward the Ideal in the Real World

Ensuring Success Throughout the Implementation Phase Working Toward the Ideal in the Real World

CAPT TRAINING April 20, 2017 Ensuring Success Throughout the Implementation Phase Working Toward the Ideal in the Real World Erin Ficker, Associate Coordinator, Central Resource Team Sheila Nesbitt, T/TA Specialist, Central Resource Team This

556 views • 23 slides
Salvins albatross population size at the Snares Western Chain, 2014 POP2014-02 David Thompson

Salvins albatross population size at the Snares Western Chain, 2014 POP2014-02 David Thompson

Salvins albatross population size at the Snares Western Chain, 2014 POP2014-02 David Thompson & Paul Sagar Presentation to CSP Technical Working Group, 2014 Salvins albatross population size at the Snares Western Chain, 2014

506 views • 13 slides
Functional Aspect of ASYCUDA World Implementation World Implementation ASYCUDA World Regional

Functional Aspect of ASYCUDA World Implementation World Implementation ASYCUDA World Regional

9/10/2015 Functional Aspect of ASYCUDA World Implementation World Implementation ASYCUDA World Regional Seminar Pokhara, Nepal P kh N l September 8, 2015 http://www.customs.gov.np Department of Customs, Tripureshwor Presentation Outlines

514 views • 7 slides
Research Methodology for Real-World Settings: Fundamentals of High-Quality CER Emily Evans, PhD

Research Methodology for Real-World Settings: Fundamentals of High-Quality CER Emily Evans, PhD

Research Methodology for Real-World Settings: Fundamentals of High-Quality CER Emily Evans, PhD MPH Senior Program Officer, Clinical Effectiveness and Decision Science (CEDS) Patient-Centered Outcomes Research Institute (PCORI) David Hickam, MD

638 views • 41 slides
FreeSWITCH SIP and WebRTC Load Balancing and High Availability in Real World Giovanni

FreeSWITCH SIP and WebRTC Load Balancing and High Availability in Real World Giovanni

FreeSWITCH SIP and WebRTC Load Balancing and High Availability in Real World Giovanni Maruzzelli gmaruzz@OpenTelecom.IT FOSDEM 2017 - Bruxelles gmaruzz@OpenTelecom.IT High Availability: Double It ALL LAN Switch and Cabling FreeSWITCH

743 views • 48 slides
Promote use of high-quality real-world data (RWD) in decision making Underlying actions EMAs

Promote use of high-quality real-world data (RWD) in decision making Underlying actions EMAs

Promote use of high-quality real-world data (RWD) in decision making Underlying actions EMAs Regulatory Science Strategy to 2025 Human Stakeholder Workshop Chaired by Sabine Straus, PRAC, Violeta Stoyanova-Beninska, COMP on 18 November

482 views • 18 slides
The future of diesel: Evidence from a high-volume passenger car real-world test program in Europe

The future of diesel: Evidence from a high-volume passenger car real-world test program in Europe

The future of diesel: Evidence from a high-volume passenger car real-world test program in Europe Nick Molden The challenge Transitional period with competing powertrain technologies with different advantages In 20-30 year time

413 views • 25 slides
Northern Highlands Regional High S chool Applied Technology Department Real World Engineering

Northern Highlands Regional High S chool Applied Technology Department Real World Engineering

Northern Highlands Regional High S chool Applied Technology Department Real World Engineering List Design/ Build Engineering Team Members Name of Engineering Firm Date - Instructor- Ms. S icola Theory on how it will work: Prototype #1)

134 views • 10 slides
Forward With Fort Our Real World Learning Journey All Students Successful Graduation Rate

Forward With Fort Our Real World Learning Journey All Students Successful Graduation Rate

Forward With Fort Our Real World Learning Journey All Students Successful Graduation Rate Best Fit Fort Family Dual Credit and AP Foundation Monies for Scholarships Stories of Success: Fort Osage High School High

504 views • 16 slides
How Real-World Evidence Is Playing Out In The Real World Moderator Mary Jo Laffler Executive

How Real-World Evidence Is Playing Out In The Real World Moderator Mary Jo Laffler Executive

How Real-World Evidence Is Playing Out In The Real World Moderator Mary Jo Laffler Executive Editor Scrip Bridget Silverman Presenters Managing Editor Pink Sheet Ben Gutierrez Head, US Value Evidence & Outcomes GlaxoSmithKline

371 views • 33 slides
Ticker: STVI safe harbor This presentation is for discussion purposes only. The material is

Ticker: STVI safe harbor This presentation is for discussion purposes only. The material is

snap-interactive.com Ticker: STVI safe harbor This presentation is for discussion purposes only. The material is based upon information that we consider reliable, but we do not represent that it is accurate or complete, and it should not be

528 views • 24 slides
Hobby- -Eberly Eberly Telescope Dark Telescope Dark Hobby Energy Experiment (HETDEX) Energy

Hobby- -Eberly Eberly Telescope Dark Telescope Dark Hobby Energy Experiment (HETDEX) Energy

Waikoloa DE Workshop, Nov 2005 Hobby- -Eberly Eberly Telescope Dark Telescope Dark Hobby Energy Experiment (HETDEX) Energy Experiment (HETDEX) Gary J. Hill, Karl Gebhardt Gebhardt, Phillip J. , Phillip J. MacQueen MacQueen, , &

490 views • 12 slides
2012 NCSFPA SNAP Survey The Interaction Between CSFP and SNAP Benefits for Senior CSFP Box

2012 NCSFPA SNAP Survey The Interaction Between CSFP and SNAP Benefits for Senior CSFP Box

2012 NCSFPA SNAP Survey The Interaction Between CSFP and SNAP Benefits for Senior CSFP Box Recipients Nationwide Good Afternoon! Jennifer Wright Philabundance Government Relations and External Affairs AmeriCorps VISTA Philadelphia, PA (215)

242 views • 22 slides
LEAP STRATEGY IN MALAWI- ZAMBIA TFCA Moderated by: Dr. Simon Munthali, Chief T echnical

LEAP STRATEGY IN MALAWI- ZAMBIA TFCA Moderated by: Dr. Simon Munthali, Chief T echnical

USAIDs VukaNow Activity IMPLEMENTATION OF SADC LEAP STRATEGY IN MALAWI- ZAMBIA TFCA Moderated by: Dr. Simon Munthali, Chief T echnical Advisor, USAID, VukaNow 8/3/2020 1 INTRODUCTION Several strategies and protocols have been

1.93k views • 33 slides
Briefing on the Draft Animals Policy Animal Welfare Charter Produced in the mid 90s

Briefing on the Draft Animals Policy Animal Welfare Charter Produced in the mid 90s

Briefing on the Draft Animals Policy Animal Welfare Charter Produced in the mid 90s (date not known) Strong statement on a range of welfare issues The role of the Council Licensing Boarding Establishments Breeding

439 views • 18 slides
BIODIVERSITY FINANCE AN APPROACH TO MOBILIZING FINANCIAL RESOURCES TO IMPLEMENT NBSAPS The

BIODIVERSITY FINANCE AN APPROACH TO MOBILIZING FINANCIAL RESOURCES TO IMPLEMENT NBSAPS The

TRANSFORMING BIODIVERSITY FINANCE AN APPROACH TO MOBILIZING FINANCIAL RESOURCES TO IMPLEMENT NBSAPS The Future We Want: Stark Choices Global poverty Scarcity and Natural world on and inequity vulnerability brink of collapse Abundance

1.26k views • 115 slides
Joyful Witness to Christ Terminology JOY! "Infallible sign of God's Presence"

Joyful Witness to Christ Terminology JOY! "Infallible sign of God's Presence"

Joyful Witness to Christ Terminology JOY! "Infallible sign of God's Presence" Teilhard Gift of the Holy Spirit (Galatians) Terminology Witness? Greek: "Witness" is MARTYR Observer One who gives

545 views • 37 slides
Better appreciation of true biological miRNA expression differences using an improved version of

Better appreciation of true biological miRNA expression differences using an improved version of

Better appreciation of true biological miRNA expression differences using an improved version of the global mean normalization strategy Jo Vandesompele professor, Ghent University co-founder and CEO, Biogazelle RNAi and miRNA world congres

448 views • 30 slides

More recommend