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[govindhtech]

Dell PowerEdge XE9680L Cools and Powers Dell AI Factory

When It Comes to Cooling and Powering Your  AI Factory, Think Dell. As part of the Dell AI Factory initiative, the company is thrilled to introduce a variety of new server power and cooling capabilities.

Dell PowerEdge XE9680L Server

As part of the Dell AI Factory, they’re showcasing new server capabilities after a fantastic Dell Technologies World event. These developments, which offer a thorough, scalable, and integrated method of imaplementing AI solutions, have the potential to completely transform the way businesses use artificial intelligence.

These new capabilities, which begin with the PowerEdge XE9680L with support for NVIDIA B200 HGX 8-way NVLink GPUs (graphics processing units), promise unmatched AI performance, power management, and cooling. This offer doubles I/O throughput and supports up to 72 GPUs per rack 107 kW, pushing the envelope of what’s feasible for AI-driven operations.

Integrating AI with Your Data

In order to fully utilise AI, customers must integrate it with their data. However, how can they do this in a more sustainable way? Putting in place state-of-the-art infrastructure that is tailored to meet the demands of AI workloads as effectively as feasible is the solution. Dell PowerEdge servers and software are built with Smart Power and Cooling to assist IT operations make the most of their power and thermal budgets.

Astute Cooling

Effective power management is but one aspect of the problem. Recall that cooling ability is also essential. At the highest workloads, Dell’s rack-scale system, which consists of eight XE9680 H100 servers in a rack with an integrated rear door heat exchanged, runs at 70 kW or less, as we disclosed at Dell Technologies World 2024. In addition to ensuring that component thermal and reliability standards are satisfied, Dell innovates to reduce the amount of power required to maintain cool systems.

Together, these significant hardware advancements including taller server chassis, rack-level integrated cooling, and the growth of liquid cooling, which includes liquid-assisted air cooling, or LAAC improve heat dissipation, maximise airflow, and enable larger compute densities. An effective fan power management technology is one example of how to maximise airflow. It uses an AI-based fuzzy logic controller for closed-loop thermal management, which immediately lowers operating costs.

Constructed to Be Reliable

Dependability and the data centre are clearly at the forefront of Dell’s solution development. All thorough testing and validation procedures, which guarantee that their systems can endure the most demanding situations, are clear examples of this.

A recent study brought attention to problems with data centre overheating, highlighting how crucial reliability is to data centre operations. A Supermicro SYS‑621C-TN12R server failed in high-temperature test situations, however a Dell PowerEdge HS5620 server continued to perform an intense workload without any component warnings or failures.

Announcing AI Factory Rack-Scale Architecture on the Dell PowerEdge XE9680L

Dell announced a factory integrated rack-scale design as well as the liquid-cooled replacement for the Dell PowerEdge XE9680.

The GPU-powered Since the launch of the PowerEdge product line thirty years ago, one of Dell’s fastest-growing products is the PowerEdge XE9680. immediately following the Dell PowerEdge. Dell announced an intriguing new addition to the PowerEdge XE product family as part of their next announcement for cloud service providers and near-edge deployments.

 AI computing has advanced significantly with the Direct Liquid Cooled (DLC) Dell PowerEdge XE9680L with NVIDIA Blackwell Tensor Core GPUs. This server, shown at Dell Technologies World 2024 as part of the Dell AI Factory with NVIDIA, pushes the limits of performance, GPU density per rack, and scalability for AI workloads.

The XE9680L’s clever cooling system and cutting-edge rack-scale architecture are its key components. Why it matters is as follows:

GPU Density per Rack, Low Power Consumption, and Outstanding Efficiency

The most rigorous large language model (LLM) training and large-scale AI inferencing environments where GPU density per rack is crucial are intended for the XE9680L. It provides one of the greatest density x86 server solutions available in the industry for the next-generation NVIDIA HGX B200 with a small 4U form factor.

Efficient DLC smart cooling is utilised by the XE9680L for both CPUs and GPUs. This innovative technique maximises compute power while retaining thermal efficiency, enabling a more rack-dense 4U architecture. The XE9680L offers remarkable performance for training large language models (LLMs) and other AI tasks because it is tailored for the upcoming NVIDIA HGX B200.

More Capability for PCIe 5 Expansion

With its standard 12 x PCIe 5.0 full-height, half-length slots, the XE9680L offers 20% more FHHL PCIe 5.0 density to its clients. This translates to two times the capability for high-speed input/output for the North/South AI fabric, direct storage connectivity for GPUs from Dell PowerScale, and smooth accelerator integration.

The XE9680L’s PCIe capacity enables smooth data flow whether you’re managing data-intensive jobs, implementing deep learning models, or running simulations.

Rack-scale factory integration and a turn-key solution

Dell is dedicated to quality over the XE9680L’s whole lifecycle. Partner components are seamlessly linked with rack-scale factory integration, guaranteeing a dependable and effective deployment procedure.

Bid farewell to deployment difficulties and welcome to faster time-to-value for accelerated AI workloads. From PDU sizing to rack, stack, and cabling, the XE9680L offers a turn-key solution.

With the Dell PowerEdge XE9680L, you can scale up to 72 Blackwell GPUs per 52 RU rack or 64 GPUs per 48 RU rack.

With pre-validated rack infrastructure solutions, increasing power, cooling, and  AI fabric can be done without guesswork.

AI factory solutions on a rack size, factory integrated, and provided with “one call” support and professional deployment services for your data centre or colocation facility floor.

Dell PowerEdge XE9680L

The PowerEdge XE9680L epitomises high-performance computing innovation and efficiency. This server delivers unmatched performance, scalability, and dependability for modern data centres and companies. Let’s explore the PowerEdge XE9680L’s many advantages for computing.

Superior performance and scalability

Enhanced Processing: Advanced processing powers the PowerEdge XE9680L. This server performs well for many applications thanks to the latest Intel Xeon Scalable CPUs. The XE9680L can handle complicated simulations, big databases, and high-volume transactional applications.

Flexibility in Memory and Storage: Flexible memory and storage options make the PowerEdge XE9680L stand out. This server may be customised for your organisation with up to 6TB of DDR4 memory and NVMe,  SSD, and HDD storage. This versatility lets you optimise your server’s performance for any demand, from fast data access to enormous storage.

Strong Security and Management

Complete Security: Today’s digital world demands security. The PowerEdge XE9680L protects data and system integrity with extensive security features. Secure Boot, BIOS Recovery, and TPM 2.0 prevent cyberattacks. Our server’s built-in encryption safeguards your data at rest and in transit, following industry standards.

Advanced Management Tools

Maintaining performance and minimising downtime requires efficient IT infrastructure management. Advanced management features ease administration and boost operating efficiency on the PowerEdge XE9680L. Dell EMC OpenManage offers simple server monitoring, management, and optimisation solutions. With iDRAC9 and Quick Sync 2, you can install, update, and troubleshoot servers remotely, decreasing on-site intervention and speeding response times.

Excellent Reliability and Support

More efficient cooling and power

For optimal performance, high-performance servers need cooling and power control. The PowerEdge XE9680L’s improved cooling solutions dissipate heat efficiently even under intense loads. Airflow is directed precisely to prevent hotspots and maintain stable temperatures with multi-vector cooling. Redundant power supply and sophisticated power management optimise the server’s power efficiency, minimising energy consumption and running expenses.

A proactive support service

The PowerEdge XE9680L has proactive support from Dell to maximise uptime and assure continued operation. Expert technicians, automatic issue identification, and predictive analytics are available 24/7 in ProSupport Plus to prevent and resolve issues before they affect your operations. This proactive assistance reduces disruptions and improves IT infrastructure stability, letting you focus on your core business.

Innovation in Modern Data Centre Design Scalable Architecture

The PowerEdge XE9680L’s scalable architecture meets modern data centre needs. You can extend your infrastructure as your business grows with its modular architecture and easy extension and customisation. Whether you need more storage, processing power, or new technologies, the XE9680L can adapt easily.

Ideal for virtualisation and clouds

Cloud computing and virtualisation are essential to modern IT strategies. Virtualisation support and cloud platform integration make the PowerEdge XE9680L ideal for these environments. VMware, Microsoft Hyper-V, and OpenStack interoperability lets you maximise resource utilisation and operational efficiency with your visualised infrastructure.

Conclusion

Finally, the PowerEdge XE9680L is a powerful server with flexible memory and storage, strong security, and easy management. Modern data centres and organisations looking to improve their IT infrastructure will love its innovative design, high reliability, and proactive support. The PowerEdge XE9680L gives your company the tools to develop, innovate, and succeed in a digital environment.

Read more on govindhtech.com

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How Your Brain Stores and Retrieves Memories!#sciencefather #neuroscienc...

A groundbreaking study reveals new insights into how our brains manage memories—specifically how different regions work together to organize, store, and retrieve past experiences. This discovery could pave the way for improved treatments for memory-related conditions like Alzheimer’s and PTSD, offering a deeper understanding of human cognition and brain function.

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[govindhtech]

EC2 I4i Instances: Increasing Efficiency And Saving Money

Efficient and economical search capabilities are essential for developers and organizations alike in today’s data-driven environment. The underlying infrastructure may have a big influence on costs and performance, whether it’s used for real-time search functions or complicated searches on big databases.

Businesses need to strike a compromise between budgetary limitations and performance, data scientists need to get data efficiently for their models, and developers need to make sure their apps are both dependable and speedy.

For applications requiring a lot of storage, Amazon EC2 I3 instances powered by Intel Xeon Scalable Processors and I4i instances powered by 3rd Gen Intel Xeon Scalable processors offer a solid mix of computation, memory, network, and storage capabilities. Cloud architects and clients may choose the best option that balances cost and performance by contrasting these two storage-optimized instance types.

Boosting Throughput and Efficiency with OpenSearch

Developers, data scientists, and companies looking for robust search and analytics capabilities are fond of OpenSearch, an open-source search and analytics package. It is a flexible tool because of its sophisticated search features, strong analytics, and capacity for handling massive data volumes with horizontal scalability. Many firms use OpenSearch because it provides transparency, flexibility, and independence from vendor lock-in.

It can chose to thoroughly examine the OpenSearch histogram aggregation speed and cost for AWS’s storage-optimized I3 instances and I4i instances due to its widespread usage. Professionals from a variety of backgrounds who want to maximize productivity and minimize expenses in OpenSearch implementations must comprehend the distinctions between these cases.

I4i instances powered by 3rd generation Intel Xeon Scalable processors provide:

Quicker memory

Greater cache size

Improved IPC performance brought about by new architecture and processes

Testing AWS Instances Powered by Intel

Using the OpenSearch Benchmark tool, Intel tested the assessed instances’ cost-effectiveness and performance, paying particular attention to two important performance metrics:

Histogram aggregation throughput: The quantity of operations per second that reveal how well the instances can manage big amounts of data.

Resource utilization: Evaluates how well CPU, memory and storage are used; this affects scalability and total cost.

Intel utilized data from yellow cab trips in New York City in 2015 (from the nyc_taxis workload) to assess the instances’ performance in managing demanding search and aggregation operations. With 165 million documents and 75 GB in total, this dataset offered a significant and realistic test situation.

It used Amazon Web Services (AWS) cloud storage-optimized (I) instance types for to the investigation. To oversee the activities, the cluster was set up with three data nodes, one coordinating node, and one cluster management node. To create the workload, a different client node was configured with the benchmark application was taken from the OpenSearch benchmark repository.

It set the heap size of the Java Virtual Machine (JVM) to 50% of the RAM that is available on each node in order to maximize Java performance. To better fit OpenSearch’s I/O patterns, it also changed the flush Tran slog threshold size from the default 512 MB to a fourth of the heap size. In order to facilitate more effective indexing operations, the index buffer size was also raised from its default value of 10% to 25% of the Java heap size.

Finding the best AWS instance type for OpenSearch jobs was the main objective, with an emphasis on both affordability and raw performance. To isolate the effects of the instance types on performance, the benchmark tests were conducted in a controlled environment with consistent storage and networking characteristics. The performance-per-dollar measure was computed using the related expenses from the AWS area where all instances were installed, which was also the same region utilized for on-demand instances.

Results for Cost-Effectiveness and Performance

While the I4i instances use the more sophisticated 3rd Gen Intel Xeon Scalable CPUs, the I3 instances are powered by Intel Xeon Scalable CPUs. One of the main components of AWS comparison study across the three instance sizes 2xlarge, 4xlarge, and 8xlarge is this difference in processing power.

They standardized the throughput data, using the I3 instances as a baseline for each size, in order to quantify the performance differences across the instance types. They were able to quantify the i4i series’ relative performance enhancements in a straightforward and consistent way thanks to this method.

It discovered that I4i instances, equipped with their 3rd generation Intel Xeon Scalable processors, produced a throughput that was around 1.8 times higher than that of the I3 instances in all cases. This translates to a generation-over-generation improvement in OpenSearch aggregate search throughput of up to 85%.

Intel observed that the I4i machines allowed for almost 60% more queries per dollar spent on average than the earlier I3 instances, in addition to a notable speed benefit. For businesses trying to efficiently control their cloud expenditures, this is a major benefit.

AWS I4i instances

When compared to I3 instances, AWS I4i instances, which are based on 3rd Gen Intel Xeon Scalable processors, provide a more potent mix of value and performance, as well as superior performance. The more recent I4i instance is clearly the better option for enterprises seeking to maximize their OpenSearch installations, grow their business, and service more clients without incurring additional expenses. The Amazon OpenSearch service offers both of the instances covered in this article.

Read more on govindhtech.com

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[neuroscientistsawards]

How Your Brain Stores and Retrieves Memories: New Research Insights #sci...

Researchers have uncovered fascinating insights into how the human brain separates, stores, and retrieves memories! This groundbreaking study sheds light on the intricate processes behind memory formation and recall, paving the way for advancements in neuroscience and cognitive science.  

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