All-In-One or Build-Your–Own? Modernizing Your HPC Management Platform

By William Lu

April 26, 2010

When I look back at the way that infrastructures have evolved, it becomes painfully obvious how organizations running high performance computing (HPC) infrastructures have sacrificed the easy and all-inclusive management platforms found in mainframe and symmetric multiprocessor (SMP) environments for the best-of-breed components of highly scalable and cost-effective grid and cluster computing models. Naturally, this has resulted in a world where open source and commercial components are assembled “by hand,” with each certified individually and production support required from multiple, unrelated vendors. Not surprisingly, these challenges have paved the way for cluster and grid management products that fully integrate components in a packaged HPC management platform. Rather than building your own management platform, it might just be easier to look at an “all-in-one” solution that covers the entire lifecycle of application development — providing a cheaper and more responsive HPC environment.

In my experience, one of the first problems that pops up around independent software components is in application development. Developers have to understand the minute details of the grid and cluster environment where their applications are deployed. For example, developing an application using message passing interface (MPI) typically requires a lot of specialized code to make it work well on the target environment. By providing an easier, more complete approach, developers won’t have to worry about the mechanics of the production cluster – instead it’s handled by integrating with hardware platforms, monitoring, and provisioning tools – and they can instead focus on the application business logic.

Once an application is ready to move into production, it’s the IT departments that are forced to work with several independent – and often manual – tools and processes to get the application up and running. Once the application is in production, I’ve noticed that there is often significant time and effort wasted with non-intuitive monitoring and alerting systems, ineffective troubleshooting tools and scattered vendor support. But with a fully-integrated platform for managing HPC applications, IT gains a single management interface to effectively deal with these issues. This — ensures application problems are detected early and resolved quickly and results in better service to the application teams.

My advice to organizations looking to have their HPC infrastructures perform at optimized levels is to consider several aspects and capabilities of an end-to-end HPC management platform during the evaluation process, particularly since success often hinges on partnerships and integration capabilities.

Here are some of the questions an organization should consider when evaluating an HPC management platform:

  • How well is the platform designed and customized for the major HPC vendors’ server, network and storage platforms?
     
  • Is it integrated with major HPC software vendor commercial applications?
     
  • Can you run both Linux and Windows applications in the same grid, where servers can be repurposed between OS environments on demand?
     
  • Does the software platform provide a truly universal web portal for cluster provisioning, workload management, MPI, monitoring and reporting?

Just asking a few pointed questions should help determine which type of HPC management platform is right for a particular HPC scenario, be it a build-your-own system with multiple manual components to manage and monitor, or an “all-in-one platform” that improves cost-to-performance ratio.

Subscribe to HPCwire's Weekly Update!

Be the most informed person in the room! Stay ahead of the tech trends with industry updates delivered to you every week!

Winter Classic: The Complete Team Round-up

May 6, 2024

To make navigating easier, we have compiled a collection of all the teams and placed them in this single page round-up. Meet Team Lobo This is the other team from University of New Mexico, since there are two, right? T Read more…

How Nvidia Could Use $700M Run.ai Acquisition for AI Consumption

May 6, 2024

Nvidia is touching $2 trillion in market cap purely on the brute force of its GPU sales, and there's room for the company to grow with software. The company hopes to fill a big software gap with an agreement to acquire R Read more…

2024 Winter Classic: Oak Ridge Score Reveal

May 5, 2024

It’s time to reveal the results from the Oak Ridge competition module, well, it’s actually well past time. My day job and travel schedule have put me way behind, but I am dedicated to getting all this great content o Read more…

Intersect360 Research Takes a Deep Dive into the HPC-AI Market in New Report

May 3, 2024

A new report out of analyst firm Intersect360 Research is shedding some new light on just how valuable the HPC and AI market is. Taking both of these technologies as a singular unit, Intersect360 Research found that the Read more…

Hyperion To Provide a Peek at Storage, File System Usage with Global Site Survey

May 3, 2024

Curious how the market for distributed file systems, interconnects, and high-end storage is playing out in 2024? Then you might be interested in the market analysis that Hyperion Research is planning on rolling out over Read more…

2024 Winter Classic: NASA Results Revealed!

May 2, 2024

In this edition of the Winter Classic Studio Update Show we reveal the results from the NASA BTIO Challenge. The benchmark, BTIO, is a subset of the NAS Parallel benchmark and NASA set up a formidable set of milestones, Read more…

How Nvidia Could Use $700M Run.ai Acquisition for AI Consumption

May 6, 2024

Nvidia is touching $2 trillion in market cap purely on the brute force of its GPU sales, and there's room for the company to grow with software. The company hop Read more…

Hyperion To Provide a Peek at Storage, File System Usage with Global Site Survey

May 3, 2024

Curious how the market for distributed file systems, interconnects, and high-end storage is playing out in 2024? Then you might be interested in the market anal Read more…

Qubit Watch: Intel Process, IBM’s Heron, APS March Meeting, PsiQuantum Platform, QED-C on Logistics, FS Comparison

May 1, 2024

Intel has long argued that leveraging its semiconductor manufacturing prowess and use of quantum dot qubits will help Intel emerge as a leader in the race to de Read more…

Stanford HAI AI Index Report: Science and Medicine

April 29, 2024

While AI tools are incredibly useful in a variety of industries, they truly shine when applied to solving problems in scientific and medical discovery. Research Read more…

IBM Delivers Qiskit 1.0 and Best Practices for Transitioning to It

April 29, 2024

After spending much of its December Quantum Summit discussing forthcoming quantum software development kit Qiskit 1.0 — the first full version — IBM quietly Read more…

Shutterstock 1748437547

Edge-to-Cloud: Exploring an HPC Expedition in Self-Driving Learning

April 25, 2024

The journey begins as Kate Keahey's wandering path unfolds, leading to improbable events. Keahey, Senior Scientist at Argonne National Laboratory and the Uni Read more…

Quantum Internet: Tsinghua Researchers’ New Memory Framework could be Game-Changer

April 25, 2024

Researchers from the Center for Quantum Information (CQI), Tsinghua University, Beijing, have reported successful development and testing of a new programmable Read more…

Intel’s Silicon Brain System a Blueprint for Future AI Computing Architectures

April 24, 2024

Intel is releasing a whole arsenal of AI chips and systems hoping something will stick in the market. Its latest entry is a neuromorphic system called Hala Poin Read more…

Nvidia H100: Are 550,000 GPUs Enough for This Year?

August 17, 2023

The GPU Squeeze continues to place a premium on Nvidia H100 GPUs. In a recent Financial Times article, Nvidia reports that it expects to ship 550,000 of its lat Read more…

Synopsys Eats Ansys: Does HPC Get Indigestion?

February 8, 2024

Recently, it was announced that Synopsys is buying HPC tool developer Ansys. Started in Pittsburgh, Pa., in 1970 as Swanson Analysis Systems, Inc. (SASI) by John Swanson (and eventually renamed), Ansys serves the CAE (Computer Aided Engineering)/multiphysics engineering simulation market. Read more…

Intel’s Server and PC Chip Development Will Blur After 2025

January 15, 2024

Intel's dealing with much more than chip rivals breathing down its neck; it is simultaneously integrating a bevy of new technologies such as chiplets, artificia Read more…

Comparing NVIDIA A100 and NVIDIA L40S: Which GPU is Ideal for AI and Graphics-Intensive Workloads?

October 30, 2023

With long lead times for the NVIDIA H100 and A100 GPUs, many organizations are looking at the new NVIDIA L40S GPU, which it’s a new GPU optimized for AI and g Read more…

Choosing the Right GPU for LLM Inference and Training

December 11, 2023

Accelerating the training and inference processes of deep learning models is crucial for unleashing their true potential and NVIDIA GPUs have emerged as a game- Read more…

Baidu Exits Quantum, Closely Following Alibaba’s Earlier Move

January 5, 2024

Reuters reported this week that Baidu, China’s giant e-commerce and services provider, is exiting the quantum computing development arena. Reuters reported � Read more…

Shutterstock 1606064203

Meta’s Zuckerberg Puts Its AI Future in the Hands of 600,000 GPUs

January 25, 2024

In under two minutes, Meta's CEO, Mark Zuckerberg, laid out the company's AI plans, which included a plan to build an artificial intelligence system with the eq Read more…

AMD MI3000A

How AMD May Get Across the CUDA Moat

October 5, 2023

When discussing GenAI, the term "GPU" almost always enters the conversation and the topic often moves toward performance and access. Interestingly, the word "GPU" is assumed to mean "Nvidia" products. (As an aside, the popular Nvidia hardware used in GenAI are not technically... Read more…

Leading Solution Providers

Contributors

China Is All In on a RISC-V Future

January 8, 2024

The state of RISC-V in China was discussed in a recent report released by the Jamestown Foundation, a Washington, D.C.-based think tank. The report, entitled "E Read more…

Nvidia’s New Blackwell GPU Can Train AI Models with Trillions of Parameters

March 18, 2024

Nvidia's latest and fastest GPU, codenamed Blackwell, is here and will underpin the company's AI plans this year. The chip offers performance improvements from Read more…

Shutterstock 1285747942

AMD’s Horsepower-packed MI300X GPU Beats Nvidia’s Upcoming H200

December 7, 2023

AMD and Nvidia are locked in an AI performance battle – much like the gaming GPU performance clash the companies have waged for decades. AMD has claimed it Read more…

Eyes on the Quantum Prize – D-Wave Says its Time is Now

January 30, 2024

Early quantum computing pioneer D-Wave again asserted – that at least for D-Wave – the commercial quantum era has begun. Speaking at its first in-person Ana Read more…

The GenAI Datacenter Squeeze Is Here

February 1, 2024

The immediate effect of the GenAI GPU Squeeze was to reduce availability, either direct purchase or cloud access, increase cost, and push demand through the roof. A secondary issue has been developing over the last several years. Even though your organization secured several racks... Read more…

Intel Plans Falcon Shores 2 GPU Supercomputing Chip for 2026  

August 8, 2023

Intel is planning to onboard a new version of the Falcon Shores chip in 2026, which is code-named Falcon Shores 2. The new product was announced by CEO Pat Gel Read more…

GenAI Having Major Impact on Data Culture, Survey Says

February 21, 2024

While 2023 was the year of GenAI, the adoption rates for GenAI did not match expectations. Most organizations are continuing to invest in GenAI but are yet to Read more…

Q&A with Nvidia’s Chief of DGX Systems on the DGX-GB200 Rack-scale System

March 27, 2024

Pictures of Nvidia's new flagship mega-server, the DGX GB200, on the GTC show floor got favorable reactions on social media for the sheer amount of computing po Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire