Extending The DDR5 Roadmap With MRDIMM


Given the voracious memory bandwidth and capacity demands of Gen AI and other advanced workloads, we’ve seen a rapid progression through the generations of DDR5 memory. Multiplexed Registered DIMMs (MRDIMMs) offer a new memory module architecture capable of extending the DDR5 roadmap and expanding the capabilities of server main memory. MRDIMM reuses the lion’s share of existing DDR5 infras... » read more

Distributed Shared Memory That Enlarges Effective Memory Capacity Through Intelligent Tiered DRAM and Storage Management (IIT)


A new technical paper titled "MegaMmap: Blurring the Boundary Between Memory and Storage for Data-Intensive Workloads" was published by researchers at Illinois Institute of Technology. "In this work, we propose MegaMmap: a software distributed shared memory (DSM) that enlarges effective memory capacity through intelligent tiered DRAM and storage management. MegaMmap provides workload-aware d... » read more

CXL-Based Heterogeneous Systems: How to Optimize and Future Directions (UCSD, Samsung, SK Hynix)


A new technical paper titled "The Hitchhiker’s Guide to Programming and Optimizing CXL-Based Heterogeneous Systems" was published by researchers at UC San Diego, Samsung, SK hynix. Abstract "We present a thorough analysis of the use of CXL-based heterogeneous systems. We built a cluster of server systems that combines different vendor's CPUs and various types of CXL devices. We further ... » read more

GDDR7 Memory Supercharges AI Inference


GDDR7 is the state-of-the-art graphics memory solution with a performance roadmap of up to 48 Gigatransfers per second (GT/s) and memory throughput of 192 GB/s per GDDR7 memory device. The next generation of GPUs and accelerators for AI inference will use GDDR7 memory to provide the memory bandwidth needed for these demanding workloads. AI is two applications: training and inference. With tr... » read more

Improving The Gate Oxide Reliability in Gate First HKMG DRAM Structures (Sungkyunkwan Univ., Samsung)


A new technical paper titled "Novel STI Technology for Enhancing Reliability of High-k/Metal Gate DRAM" was published by researchers at Sungkyunkwan University and Samsung Electronics. Abstract: "The challenges associated with semiconductor are increasing because of the rapid changes in the semiconductor market and the extreme scaling of semiconductors, with some processes reaching their te... » read more

Rowhammer Protection By Addressing Root Cause (Georgia Tech)


A new technical paper titled "Preventing Rowhammer Exploits via Low-Cost Domain-Aware Memory Allocation" was published by researchers at Georgia Tech. Abstract "Rowhammer is a hardware security vulnerability at the heart of every system with modern DRAM-based memory. Despite its discovery a decade ago, comprehensive defenses remain elusive, while the probability of successful attacks grows ... » read more

Preparing For Ferroelectric Devices


The discovery of ferroelectricity in materials that are compatible with integrated circuit manufacturing has sparked a wave of interest in ferroelectric devices. Ferroelectrics are materials with a permanent polarization, the direction of which can be switched by an applied field. This polarization can be used to raise or lower the threshold voltage of a transistor, as in FeFETs, or it can c... » read more

Enabling Innovative Multi-Vendor Chiplet-Based Designs


Chiplets have emerged as a critical implementation paradigm for semiconductor products, primarily because they can deliver cost benefits relative to a non-chiplet-based approach. The first, most well-proven, and obvious benefit of a chiplet-based approach is manufacturing cost. Manufacturing cost benefits are accrued either from the appropriate selection of chiplet die size, or by optimizin... » read more

DDR5 UDIMM Evolution To Clock Buffered DIMMs (CUDIMM)


DDR5 is the latest generation of PCDDR memory that is used in a wide range of application like data centers, Laptops and personal computers, autonomous driving systems, servers, cloud computing, and gaming are now increasingly being used for AI applications with advances in memory bandwidth and density to allow DDR5 DIMMs (Dual Inline Memory Modules) to support densities higher then 256 GB per ... » read more

Optimizing Wafer Edge Processes For Chip Stacking


Stacking chiplets vertically using short and direct wafer-to-wafer bonds can reduce signal delay to negligible levels, enabling smaller, thinner packages with faster memory/processor speeds and lower power consumption. The race is on to implement wafer stacking and die-to-wafer hybrid bonding, now considered essential for stacking logic and memory, 3D NAND, and possibly multi-layer DRAM stac... » read more

← Older posts