Kyoto University ACCMS Implements Fine-grained Power Management

By Staff

September 19, 2018

Datacenter power management is a ubiquitous challenge and in few places is it more so than at Kyoto University Academic Center for Computing and Media Studies (ACCMS)) where power consumption limits were imposed following the devastating 2011 Tohoku earthquake and tsunami. HPC resource expansions in 2012 and 2016, part of a regular four-year upgrade cycle, prompted Kyoto introduce more granular controls, in this instance Intel’s Data Center Manager (DCM), which the university now says has enabled it to achieve significant power savings.

“[T]here was a movement to cap HPC power consumption across Japan in the wake of the 2011 Tohoku earthquake,” says professor Hiroshi Nakashima, a researcher at ACCMS who among other things studies power consumption management strategies. Currently, power consumption is a facility-related issue which means the maximum amount of suppliable power is based on the specific facility, not just its HPC resources.

After nuclear power plants throughout Japan stopped operating as a result of the earthquake, power prices rose roughly 50 percent during peak times in the Kansai region. As usage charges for the HPC system also include electricity fees, there was a demand for improved power efficiency rates to reduce the cost to the user. DCM was deployed as part of the 2016 system refresh.

“Although we had been measuring power performance at the level of individual racks and nodes in previous environments, we decided to introduce Intel DCM to monitor individual servers in more detail,” says supercomputing section leader Junichi Hikita.

As 0f 2018, the ACCMS HPC environment consists of three systems: two cluster systems comprised of HPC servers featuring Xeon processors, and one MPP system comprised of HPC servers with Xeon Phi processors. This system provides an overall computational performance of 6.5524 petaflops.

“At present, 40 percent of the use of the ACCMS HPC system occurs within Kyoto University, with the remaining 60 percent occurring externally. Although the number of users is growing year upon year, our policy is to maintain an operating ratio of approximately 70 percent to allow us room to cope,” says Nakashima.

Says Keiichiro Fukazawa, an associate professor at ACCMS, “We were able to confirm there were variations in power consumption caused by individual differences in CPUs with the same specifications, and that there were some with high power efficiency and some with low power efficiency. With the low-performance CPUs, the hotter they become, the more power they consume. Improving power efficiency requires correct monitoring, and we expected that allocating jobs from nodes with high power performance would reduce power consumption.”

In practice, schedules were set based on monitoring values, and a comparison of cases where jobs were allocated from nodes with high power efficiency and cases where jobs were allocated randomly confirmed a 2-4 percent reduction in power consumption, even with a 70 percent node usage rate. In addition, when compared to cases in which jobs were allocated from nodes with the worst power efficiency, there was a 5-8 percent reduction in power consumption at a 70 percent node usage rate.

“A 2-4 percent decrease in power consumption may seem small, but it is a huge result for ACCMS, where the yearly electricity fee reaches about 150 million yen,” says Nakashima.

Link to Intel case history: https://www.intel.com/content/www/us/en/software/reducing-power-consumption-hpc-environments.html

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!

Argonne’s HPC/AI User Forum Wrap Up

September 11, 2024

As fans of this publication will already know, AI is everywhere. We hear about it in the news, at work, and in our daily lives. It’s such a revolutionary technology that even established events focusing on HPC specific Read more…

Quantum Software Specialist Q-CTRL Inks Deals with IBM, Rigetti, Oxford, and Diraq

September 10, 2024

Q-CTRL, the Australia-based start-up focusing on quantum infrastructure software, today announced that its performance-management software, Fire Opal, will be natively integrated into four of the world's most advanced qu Read more…

Computing-Driven Medicine: Sleeping Better with HPC

September 10, 2024

As a senior undergraduate student at Fisk University in Nashville, Tenn., Ifrah Khurram's calculus professor, Dr. Sanjukta Hota, encouraged her to apply for the Sustainable Research Pathways Program (SRP). SRP was create Read more…

LLNL Engineers Harness Machine Learning to Unlock New Possibilities in Lattice Structures

September 9, 2024

Lattice structures, characterized by their complex patterns and hierarchical designs, offer immense potential across various industries, including automotive, aerospace, and biomedical engineering. With their outstand Read more…

NSF-Funded Data Fabric Takes Flight

September 5, 2024

The data fabric has emerged as an enterprise data management pattern for companies that struggle to provide large teams of users with access to well-managed, integrated, and secured data. Now scientists working at univer Read more…

xAI Colossus: The Elon Project

September 5, 2024

Elon Musk's xAI cluster, named Colossus (possibly after the 1970 movie about a massive computer that does not end well), has been brought online. Musk recently posted the following on X/Twitter: "This weekend, the @xA Read more…

Shutterstock 793611091

Argonne’s HPC/AI User Forum Wrap Up

September 11, 2024

As fans of this publication will already know, AI is everywhere. We hear about it in the news, at work, and in our daily lives. It’s such a revolutionary tech Read more…

Quantum Software Specialist Q-CTRL Inks Deals with IBM, Rigetti, Oxford, and Diraq

September 10, 2024

Q-CTRL, the Australia-based start-up focusing on quantum infrastructure software, today announced that its performance-management software, Fire Opal, will be n Read more…

NSF-Funded Data Fabric Takes Flight

September 5, 2024

The data fabric has emerged as an enterprise data management pattern for companies that struggle to provide large teams of users with access to well-managed, in Read more…

Shutterstock 1024337068

Researchers Benchmark Nvidia’s GH200 Supercomputing Chips

September 4, 2024

Nvidia is putting its GH200 chips in European supercomputers, and researchers are getting their hands on those systems and releasing research papers with perfor Read more…

Shutterstock 1897494979

What’s New with Chapel? Nine Questions for the Development Team

September 4, 2024

HPC news headlines often highlight the latest hardware speeds and feeds. While advances on the hardware front are important, improving the ability to write soft Read more…

Critics Slam Government on Compute Speeds in Regulations

September 3, 2024

Critics are accusing the U.S. and state governments of overreaching by including limits on compute speeds in regulations and laws, which they claim will limit i Read more…

Shutterstock 1622080153

AWS Perfects Cloud Service for Supercomputing Customers

August 29, 2024

Amazon's AWS believes it has finally created a cloud service that will break through with HPC and supercomputing customers. The cloud provider a Read more…

HPC Debrief: James Walker CEO of NANO Nuclear Energy on Powering Datacenters

August 27, 2024

Welcome to The HPC Debrief where we interview industry leaders that are shaping the future of HPC. As the growth of AI continues, finding power for data centers Read more…

Everyone Except Nvidia Forms Ultra Accelerator Link (UALink) Consortium

May 30, 2024

Consider the GPU. An island of SIMD greatness that makes light work of matrix math. Originally designed to rapidly paint dots on a computer monitor, it was then Read more…

Atos Outlines Plans to Get Acquired, and a Path Forward

May 21, 2024

Atos – via its subsidiary Eviden – is the second major supercomputer maker outside of HPE, while others have largely dropped out. The lack of integrators and Atos' financial turmoil have the HPC market worried. If Atos goes under, HPE will be the only major option for building large-scale systems. Read more…

AMD Clears Up Messy GPU Roadmap, Upgrades Chips Annually

June 3, 2024

In the world of AI, there's a desperate search for an alternative to Nvidia's GPUs, and AMD is stepping up to the plate. AMD detailed its updated GPU roadmap, w Read more…

Nvidia Shipped 3.76 Million Data-center GPUs in 2023, According to Study

June 10, 2024

Nvidia had an explosive 2023 in data-center GPU shipments, which totaled roughly 3.76 million units, according to a study conducted by semiconductor analyst fir Read more…

Shutterstock_1687123447

Nvidia Economics: Make $5-$7 for Every $1 Spent on GPUs

June 30, 2024

Nvidia is saying that companies could make $5 to $7 for every $1 invested in GPUs over a four-year period. Customers are investing billions in new Nvidia hardwa 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…

Google Announces Sixth-generation AI Chip, a TPU Called Trillium

May 17, 2024

On Tuesday May 14th, Google announced its sixth-generation TPU (tensor processing unit) called Trillium.  The chip, essentially a TPU v6, is the company's l Read more…

Shutterstock 1024337068

Researchers Benchmark Nvidia’s GH200 Supercomputing Chips

September 4, 2024

Nvidia is putting its GH200 chips in European supercomputers, and researchers are getting their hands on those systems and releasing research papers with perfor Read more…

Leading Solution Providers

Contributors

IonQ Plots Path to Commercial (Quantum) Advantage

July 2, 2024

IonQ, the trapped ion quantum computing specialist, delivered a progress report last week firming up 2024/25 product goals and reviewing its technology roadmap. Read more…

Intel’s Next-gen Falcon Shores Coming Out in Late 2025 

April 30, 2024

It's a long wait for customers hanging on for Intel's next-generation GPU, Falcon Shores, which will be released in late 2025.  "Then we have a rich, a very Read more…

Some Reasons Why Aurora Didn’t Take First Place in the Top500 List

May 15, 2024

The makers of the Aurora supercomputer, which is housed at the Argonne National Laboratory, gave some reasons why the system didn't make the top spot on the Top Read more…

Department of Justice Begins Antitrust Probe into Nvidia

August 9, 2024

After months of skyrocketing stock prices and unhinged optimism, Nvidia has run into a few snags – a  design flaw in one of its new chips and an antitrust pr 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…

MLPerf Training 4.0 – Nvidia Still King; Power and LLM Fine Tuning Added

June 12, 2024

There are really two stories packaged in the most recent MLPerf  Training 4.0 results, released today. The first, of course, is the results. Nvidia (currently Read more…

xAI Colossus: The Elon Project

September 5, 2024

Elon Musk's xAI cluster, named Colossus (possibly after the 1970 movie about a massive computer that does not end well), has been brought online. Musk recently Read more…

Spelunking the HPC and AI GPU Software Stacks

June 21, 2024

As AI continues to reach into every domain of life, the question remains as to what kind of software these tools will run on. The choice in software stacks – Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire