Biotech Firm SeekGene Leverages MemVerge Memory Machine in the Cloud

May 12, 2022

MILPITAS, Calif., May 12, 2022 — MemVerge, the pioneers of Big Memory software, today announced that SeekGene, a biotechnology research firm focusing on single-cell technology, has significantly reduced processing time and cost for data intensive single-cell analysis tasks using MemVerge Memory Machine running on AliCloud i4p compute instances. As a result, SeekGene is seeing a five-fold increase in output per virtual machine (VM) in its analytical operations. In particular, the data loading and exporting performance of its single cell sequencing pipeline has improved by two orders of magnitude, and it has doubled the sample size of the dataset used in the analyses.

SeekGene is a biotechnology enterprise focusing on single-cell technology that supports clinical diagnosis and development of precision medicine. The medical biopharmaceutical organization owns an exclusive microporous chip and water-in-oil dual technology platform and performs independent research and development of high throughput single-cell products, experiments, and full-chain services for bioinformatics analysis.

SeekGene’s SeekOne NGS single-cell library platform, the SeekGene Online automated online data analysis platform, and its proprietary droplet method and micropore method dual platform sequencing capabilities provide data analysis for international scientific researchers. The sequencing services are deployed on AliCloud. However, because analytical processes use expression data as high as hundreds of thousands of reads, sequencing analysis can fail on traditional VM instances due to insufficient memory. In addition, the export and loading process of temporary data on disk during sequencing tasks can also be extremely lengthy.

Using MemVerge Memory Machine Cloud Edition software running on AliCloud i4p VM instances, which feature Intel Optane persistent memory (PMem), SeekGene is now able to use large memory resources with no change to its code. This allows SeekGene to double its sample size and enables up to five times more concurrent processes to run. Further, with MemVerge Memory Machine Cloud Edition, SeekGene is able to improve data loading and exporting performance by two orders of magnitude by eliminating the I/O bottleneck that is caused by disk reads and writes. Specifically:

  • On a traditional VM instance which uses NVMe SSD to save temporary data, it takes over 15 minutes to store the dataset. By employing MemVerge Memory Machine snapshot technology, saving the data takes only 2.5 seconds.
  • When compared to AliCloud ESC.g5, the previous AliCloud VM instance used by SeekGene, the AliCloud ECS.i4p, together with MemVerge Memory Machine technology, enables SeekGene to run five concurrent tasks, each with twice the size of the original dataset.

“Using MemVerge Memory Machine, we are able to employ large memory resources in the cloud without refactoring our code, and eliminate the delay caused by storage I/O otherwise required in our pipelines,” said Xingyong Ma, Co-founder and Chief Scientist of SeekGene. “As a result, we are able to cut our analytical time and costs significantly while optimizing our single-cell sequencing capabilities for researchers worldwide to promote faster development of precision medicine.”

“The SeekGene use case is a typical example of how biotechnology researchers can revolutionize their computational analyses by leveraging Big Memory technology in the cloud,” said Jonathan Jiang, Chief Operating Officer, MemVerge. “These data intensive workloads can now be performed at record speeds and at dramatically lower cost. For the biotechnology industry, this can be a true gamechanger.”

MemVerge Memory Machine enables applications to utilize 100% of available memory capacity across multiple memory types with no code refactoring required, while providing new operational capabilities to memory-centric workloads. MemVerge Memory Machine Cloud Edition extends these benefits to cloud workloads, delivering memory virtualization, in-memory fault-tolerance and mobility services that organizations can easily add to their cloud infrastructure. Stateful, non-fault-tolerant, and long-running apps can now realize the promise of cloud agility and flexibility. More information on Memory Machine Cloud Edition is available here.

About MemVerge                             

MemVerge is pioneering Big Memory Computing for a multi-cloud world. Major gaps exist in today’s cloud infrastructure for data-intensive high-performance applications. MemVerge Memory Machine delivers software-defined, composable memory and intelligent memory service to bridge these gaps. As a software leader in the CXL ecosystem, MemVerge composable memory technology provisions, tiers, disaggregates, and pools heterogeneous memory to scale memory capacity and decrease memory cost. MemVerge ZeroIOÔ in-memory snapshot services transparently checkpoint, clone, replicate, and restore running applications anytime, anywhere in a multi-cloud computing environment. Overall, Big Memory Computing technologies shorten time-to-results and are delivering unprecedented in-memory application availability and mobility for leading enterprises, research institutions and cloud service providers. MemVerge aims to democratize data-intensive compute for researchers, scientists, analysts and engineers around the world, and liberate all workloads to move in multi-cloud environments everywhere. To learn more about MemVerge, visit www.memverge.com.


Source: MemVerge

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!

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 quantum memory framework. “This work provides a promising 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 Point. The system includes Intel's research chip called Loihi 2, Read more…

Anders Dam Jensen on HPC Sovereignty, Sustainability, and JU Progress

April 23, 2024

The recent 2024 EuroHPC Summit meeting took place in Antwerp, with attendance substantially up since 2023 to 750 participants. HPCwire asked Intersect360 Research senior analyst Steve Conway, who closely tracks HPC, AI, Read more…

AI Saves the Planet this Earth Day

April 22, 2024

Earth Day was originally conceived as a day of reflection. Our planet’s life-sustaining properties are unlike any other celestial body that we’ve observed, and this day of contemplation is meant to provide all of us Read more…

Intel Announces Hala Point – World’s Largest Neuromorphic System for Sustainable AI

April 22, 2024

As we find ourselves on the brink of a technological revolution, the need for efficient and sustainable computing solutions has never been more critical.  A computer system that can mimic the way humans process and s Read more…

Empowering High-Performance Computing for Artificial Intelligence

April 19, 2024

Artificial intelligence (AI) presents some of the most challenging demands in information technology, especially concerning computing power and data movement. As a result of these challenges, high-performance computing 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…

Anders Dam Jensen on HPC Sovereignty, Sustainability, and JU Progress

April 23, 2024

The recent 2024 EuroHPC Summit meeting took place in Antwerp, with attendance substantially up since 2023 to 750 participants. HPCwire asked Intersect360 Resear Read more…

AI Saves the Planet this Earth Day

April 22, 2024

Earth Day was originally conceived as a day of reflection. Our planet’s life-sustaining properties are unlike any other celestial body that we’ve observed, Read more…

Kathy Yelick on Post-Exascale Challenges

April 18, 2024

With the exascale era underway, the HPC community is already turning its attention to zettascale computing, the next of the 1,000-fold performance leaps that ha Read more…

Software Specialist Horizon Quantum to Build First-of-a-Kind Hardware Testbed

April 18, 2024

Horizon Quantum Computing, a Singapore-based quantum software start-up, announced today it would build its own testbed of quantum computers, starting with use o Read more…

MLCommons Launches New AI Safety Benchmark Initiative

April 16, 2024

MLCommons, organizer of the popular MLPerf benchmarking exercises (training and inference), is starting a new effort to benchmark AI Safety, one of the most pre Read more…

Exciting Updates From Stanford HAI’s Seventh Annual AI Index Report

April 15, 2024

As the AI revolution marches on, it is vital to continually reassess how this technology is reshaping our world. To that end, researchers at Stanford’s Instit 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…

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…

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…

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 1179408610

Google Addresses the Mysteries of Its Hypercomputer 

December 28, 2023

When Google launched its Hypercomputer earlier this month (December 2023), the first reaction was, "Say what?" It turns out that the Hypercomputer is Google's t 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

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…

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…

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…

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…

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…

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…

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’s Xeon General Manager Talks about Server Chips 

January 2, 2024

Intel is talking data-center growth and is done digging graves for its dead enterprise products, including GPUs, storage, and networking products, which fell to Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire