Deep learning and complex machine learning has quickly become one of the most important computationally intensive applications for a wide variety of fields. Download the new paper — from Advanced Micro Devices Inc. (AMD) and Xilinx Inc. — that explores the challenges of deep learning training and inference, and discusses the benefits of a comprehensive approach for combining CPU, GPU, FPGA technologies, along with the appropriate software frameworks in a unified deep learning architecture.
Critical Liquid Cooling Considerations in Electronics
As data centers and high performance computing continue to drive demand for higher densities and increased efficiency, liquid cooling is expanding as a method of thermal management. Download the new white paper from CPC that provides a technical guide for connectors when considering a liquid cooling system for your HPC and data center environments.
5 Ways to Elevate Your High Performance Computing Server Performance
This white paper considers five key barriers to achieving true high performance computing (HPC). Together, these five barriers represent substantial and often hidden losses and performance drains in HPC. Download the white paper from Intel and HPE to find out how to hurtle some of the most common barriers to achieving high performance computing.
Introducing 200G HDR InfiniBand Solutions
As the first to 40Gb/s, 56Gb/s and 100Gb/s bandwidth, Mellanox has both boosted data center and cloud performance and improved return on investment at a pace that exceeds its own roadmap. To that end, Mellanox has now announced that it is the first company to enable 200Gb/s data speeds with Mellanox Quantum switches, ConnectX-6 adapters, and LinkX cables combining for an end-to end 200G HDR InfiniBand solution in 2018. Download the new report, courtesy of Mellanox Technologies, to lean more about 200G HDR InfiniBand solutions.
In-Network Computing and Next Generation HDR 200G InfiniBand
With the exponential growth of data that needs to be analyzed and the data resulting from ever-more complex workflows, the need for faster data movement has never been more challenging and critical to the worlds of High Performance Computing (HPC) and machine learning. Mellanox Technologies is once again moving the bar forward with the introduction of and end-to-end HDR 200G InfiniBand product portfolio. Download the new white paper, courtesy of Mellanox, that explores in-network computing and the benefits of the switch from 100G to 200G Infiniband.
Reinventing the Retail Industry Through Machine and Deep Learning
Today, deep learning techniques are poised to disrupt the retail industry. As artificial neural networks become more and more efficient, and as graphics processing units get more and more powerful, so does their influence on retail. Download the new insideHPC special report, courtesy of Dell and NIVIDA, to learn more about how machine and deep learning is revolutionizing the retail industry.
Transforming Financial Services with AI Technologies
As the financial industry increasingly realizes the impact of faster analytical insights on overall business strategy, artificial intelligence techniques like machine learning are permeating nearly every industry. Download the new white paper from HPE and NVIDIA to learn how to transform financial services with AI technologies, as well as drive business value with NVIDIA GPU-accelerated deep learning.
Unsupervised Machine Learning on a Hybrid Quantum Computer
We show that our algorithm has robustness to quantum processor noise, and we find evidence that classical optimization can be used to train around both coherent and incoherent hardware imperfections. Beating the best classical benchmarks will require more qubits and better performance, but hybrid proofs-of-concept like this one form the basis of valuable applications for the first quantum computers.
Unlocking the Power of Parallel Coding to Access Better Performance in Multi-Core Environments
A number of different frameworks and standards can be employed for parallel coding. The choice of the most suitable depends on the purpose of the application, its overall requirements and the target execution environment. Selecting the right framework is imperative to obtaining the best possible performance increase. The choice of framework is based on the available memory, overheads, controls and support.
Data Center Workloads: How to Successfully Manage Convergence
Mixing workloads rather than creating separate application domains is key to efficiency and productivity. Specific software is typically needed only in certain phases of product development, leaving systems idle the rest of the time. Download the insideHPC guide that explores how a powerful scheduling and resource management solution — such as Bright Cluster Manager — can slot other workloads into those idle clusters, thereby gaining maximum value from the hardware and software investment, and rewarding IT administrators with satisfied users.
