IDC’s Top 10 HPC Predictions For 2008

By Nicole Hemsoth

January 4, 2008

IDC’s HPC team — Earl Joseph, Steve Conway, Richard Walsh, Jie Wu and Dan Lee – believe that current market conditions and technology trends support the following predictions:

1. The HPC Market Will Maintain Strong Growth

In 2008, HPC server market revenue will vault past $12 billion (2006: $10 billion). Clusters will make up more than 70 percent of this total, and cluster sales will shift even more notably toward blades. Systems in the Workgroup (below $50,000) and Departmental ($50,000 to $250,000) segments will account for more than 60 percent of server revenue — about 5 of every 8 dollars spent. Worldwide year-over-year server growth will average just under 9 percent. Average worldwide growth for the HPC storage market will be higher than for servers, about 11 percent. Total revenue for HPC servers, storage and services will surpass $19 billion (not including costs for software applications, staffing, facilities and power).

2. The “Petaflop Club” Will Gain Its First Member(s)

The number of nations pursuing the prestigious (albeit arbitrary) petaflops milestone is growing apace. “Petaflop Club” contenders need not be global superpowers: the Swiss Federal Assembly may fund a system. They need not be located in the U.S. or Japan: multiple European nations, as well as China and India, are also in the hunt. In 2008, it’s likely that one or more systems will attain Linpack petaflops performance and the attendant rights to chest-thumping publicity. This will pave the way for what Horst Simon (Lawrence Berkeley National Laboratory) has dubbed The Petaflop Era and for the tougher goals of sustaining petaflops performance on an “embarrassingly parallel” 64-bit real world application, and later on a more challenging code. The U.S. and Japanese petascale programs currently appear to be best positioned for this kind of heavy lifting.

3. The High End Will Get More Competitive

While the market for HPC systems priced above $5,000,000 has been declining, the new IDC Supercomputers category (systems that sell for over $500,000) continues to show growth and offers unique opportunities for mindshare and technology innovation that can benefit the larger HPC market and vendors’ overall businesses. The top 10 spots on the November 2007 Top500 list hint at the increasing geographic and vendor diversity we can expect to see in the most expensive systems category. In the November 2007 top 10, Germany, India and Sweden were represented alongside the U.S., and IBM, Cray and SGI were joined by HP. Will Borat deliver the keynote at SC09?

4. Lower End Stereotypes Will Start to Dissolve

The Workgroup and Departmental segments are the biggest growth engines for the HPC market, but far less is known about these users than their higher-end counterparts. IDC research in 2007 revealed that the settings for low-end HPC systems are more diverse than was previously believed, varying from startups to multibillion-dollar industry leaders (some of which have more than 1,000 workgroup systems).

The research also showed that although these sites generally are not doing breakthrough science and engineering, their workloads typically include both capacity work and innovation-targeted capability jobs. The financial attractiveness of the lower-end segments, especially to big hardware systems vendors and mega-firms such as Intel, AMD and Microsoft, will increasingly cause light to be shed on these users and dispel more myths in the process. (IDC plans to ramp up its 2007 lower-end research aggressively in 2008.)

5. Explosive Low End Growth Will Drive “Ease-of-Everything” Solutions

Much remains to be learned about the low end, especially the white-hot sub-$50,000 Workgroup technical server segment. But this much is already certain: these users typically require ease-of-everything — purchasing, installation, operation (including software compatibility and performance), and upgrading. Whether in small engineering services firms migrating to technical servers for the first time or departments within huge organizations with years of HPC datacenter experience, these users typically lack easy access to HPC-experienced IT personnel.

In 2007, HPC vendors began fielding new systems with starting prices in the $15,000 to $25,000 range (e.g., SiCortex Catapult, HP Cluster Platform Express, IBM, etc.) and pre-tested reference architectures (e.g., Intel Cluster Ready and various entrants from HP and IBM) aimed at addressing ease-of-everything Workgroup requirements. And the continuing growth of Platform Computing (a partner with Intel and Dell in the Intel Cluster Ready architecture) attests to the value of proven middleware. IDC predicts that this trickle of new Workgroup offerings will turn into a forceful stream in 2008.

6. 2008 Will Be a Breakout Year For Power Efficiency

Within the triad of HPC environmental challenges (power, cooling and facilities space), one — electrical power — is fast becoming the most important. 2008 will see more emphasis on power-efficient HPC systems and more RFPs specifying power limitations. This trend in turn will support the increased use of accelerators, which for certain problems can exploit more parallelism at lower clock periods to deliver higher performance.  With energy prices increasing and no lasting relief likely, 2008 should also speed the trend toward locating the most powerful computing facilities in areas with comparatively cheap energy (commercial example: Google; HPC example: Oak Ridge National Laboratory). This trend could eventually cause top scientific talent to concentrate in the same areas to take advantage of the best computational resources.

7. 2008 Will Further Define Accelerator Opportunities (and the x86 Turf)

With their backs increasingly against the x86 single-core frequency wall, HPC vendors and users will make progress in scaling application performance on multicore processors, but in many cases this progress won’t be enough. That means accelerators will play an increasingly important role in 2008 and for the near-term future. The key unknown questions are which accelerators to use and how large an economic opportunity HPC accelerators represent. If the opportunity is only moderate, connections mediated by HyperTransport and PCI Express may be enough; if it’s larger, microprocessor vendors may offer “chips with personality” that embed the accelerators directly on the die.

In 2007, GPUs, FPGAs, ClearSpeed, IBM Cell and vector processors (Cray, NEC) all made progress. IDC expects heterogeneous processing to gain traction in 2008, with GPUs currently in the limelight. In the x86 camp, 2007 closed with Intel subjecting AMD to a technology attack while AMD maintained near-silence in defending its HPC franchise. Will AMD strike back in 2008, at least in a marketing context? Will accelerators be part of AMD’s counterattack?

8. Software Licensing Costs Will Approach Crisis Proportions

IDC research showed that licensing costs started to reach crisis proportions for many users in 2007, driven by key software vendors continuing to use pricing models based on cores and choosing not to adapt their pricing models to match the rampant growth in multicore hardware parallelism. Some ISVs have introduced promising alternative models, including token-based approaches (e.g., Altair, Allinea), but more time is needed to gauge the extent of their success. Meanwhile, traditional ISV pricing models will act as a brake on scaling up hardware systems and applications performance at budget-constrained end user sites.

9. Interconnects Will Begin Moving to Fiber

In 2008, watch for HPC cluster compute and storage interconnect media to begin transitioning to fiber. Luxtera signaled its readiness to enter the production stage in Q4 2007 with its QDR-ready InfiniBand product and the hire of business ramp-up expert Greg Young. DDR 20 Gbit/second-capable optical cables from Intel and others are on the market now and offer important advantages over 24 AWG copper (greater range, higher bend radius, higher bandwidth, and fewer errors). In the 2008 interconnect battle, IDC expects InfiniBand to gain momentum as 10 GigE takes time to find its way into the market.

10. Storage and Compute Networks Will Increasingly Integrate

As larger configurations with multicore processors proliferate, storage lags further and further behind HPC compute power. This means that the need for storage capacity and capability is greater than ever. IDC expects the market for HPC storage to reach about $4.8 billion in 2008 (2006: $3.8 billion). Large commercial storage vendors such as EMC and NetApp are focusing more on HPC. Mellanox is also focusing more on the HPC space as DDR Infiniband takes off and stimulates HPC storage and compute networks to increasingly integrate.

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!

Nvidia Showcases Work with Quantum Centers at ISC24

May 13, 2024

With quantum computing surging in Europe, Nvidia took advantage of ISC24 to showcase its efforts working with quantum development centers. Currently, Nvidia GPUs are dominant inside classical systems used for quantum sim Read more…

ISC24: Hyperion Research Predicts HPC Market Rebound after Flat 2023

May 13, 2024

First, the top line: the overall HPC market was flat in 2023 at roughly $37 billion, bogged down by supply chain issues and slowed acceptance of some larger systems (e.g. exascale), according to Hyperion Research’s ann Read more…

Top 500: Aurora Breaks into Exascale, but Can’t Get to the Frontier of HPC

May 13, 2024

The 63rd installment of the TOP500 list is available today in coordination with the kickoff of ISC 2024 in Hamburg, Germany. Once again, the Frontier system at Oak Ridge National Laboratory in Tennessee, USA, retains its Read more…

Harvard/Google Use AI to Help Produce Astonishing 3D Map of Brain Tissue

May 10, 2024

Although LLMs are getting all the notice lately, AI techniques of many varieties are being infused throughout science. For example, Harvard researchers, Google, and colleagues published a 3D map in Science this week that Read more…

ISC Preview: Focus Will Be on Top500 and HPC Diversity 

May 9, 2024

Last year's Supercomputing 2023 in November had record attendance, but the direction of high-performance computing was a hot topic on the floor. Expect more of that at the upcoming ISC High Performance 2024, which is hap Read more…

Processor Security: Taking the Wong Path

May 9, 2024

More research at UC San Diego revealed yet another side-channel attack on x86_64 processors. The research identified a new vulnerability that allows precise control of conditional branch prediction in modern processors.� Read more…

ISC24: Hyperion Research Predicts HPC Market Rebound after Flat 2023

May 13, 2024

First, the top line: the overall HPC market was flat in 2023 at roughly $37 billion, bogged down by supply chain issues and slowed acceptance of some larger sys Read more…

Top 500: Aurora Breaks into Exascale, but Can’t Get to the Frontier of HPC

May 13, 2024

The 63rd installment of the TOP500 list is available today in coordination with the kickoff of ISC 2024 in Hamburg, Germany. Once again, the Frontier system at Read more…

ISC Preview: Focus Will Be on Top500 and HPC Diversity 

May 9, 2024

Last year's Supercomputing 2023 in November had record attendance, but the direction of high-performance computing was a hot topic on the floor. Expect more of Read more…

Illinois Considers $20 Billion Quantum Manhattan Project Says Report

May 7, 2024

There are multiple reports that Illinois governor Jay Robert Pritzker is considering a $20 billion Quantum Manhattan-like project for the Chicago area. Accordin Read more…

The NASA Black Hole Plunge

May 7, 2024

We have all thought about it. No one has done it, but now, thanks to HPC, we see what it looks like. Hold on to your feet because NASA has released videos of wh 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…

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…

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…

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…

Leading Solution Providers

Contributors

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…

The NASA Black Hole Plunge

May 7, 2024

We have all thought about it. No one has done it, but now, thanks to HPC, we see what it looks like. Hold on to your feet because NASA has released videos of wh 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…

How the Chip Industry is Helping a Battery Company

May 8, 2024

Chip companies, once seen as engineering pure plays, are now at the center of geopolitical intrigue. Chip manufacturing firms, especially TSMC and Intel, have b Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire