LPDDR5X Opening New Markets For Low-Power DRAMs


Low-power DDR SDRAM has been one of the most widely used memories in the semiconductor market. This blog post talks about the evolutions of LPDDR DRAMs leading to the latest published standard of LPDDR5/5X. We also look at some of the traditional markets for LPDDR devices and how LPDDR5X is opening new specialized markets for the LPDDR DRAMs. History of LPDDR devices The first LPDDR standard,... » read more

What’s Changing In DRAM


More data requires more processing and more storage, because that data needs to be stored somewhere. What’s changing is that it’s no longer just about SRAM and DRAM. Today, multiple types of DRAM are used in the same devices, each with its own set of tradeoffs. C.S. Lin, marketing executive at Winbond, talks about the potential problems that causes, including mismatches in latency, and high... » read more

Scaling Server Memory Performance To Meet The Demands Of AI


AI, whether we’re talking about the number of parameters used in training or the size of large language models (LLMs), continues to grow at a breathtaking rate. For over a decade, we’ve witnessed a 10X per year scaling. It’s a growth rate that puts pressure on every aspect of the computing stack: processing, memory, networking, you name it. The platform vendors are responding to the in... » read more

DRAM Test And Inspection Just Gets Tougher


DRAM manufacturers continue to demand cost-effective solutions for screening and process improvement amid growing concerns over defects and process variability, but meeting that demand is becoming much more difficult with the rollout of faster interfaces and multi-chip packages. DRAM plays a key role in a wide variety of electronic devices, from phones and PCs to ECUs in cars and servers ins... » read more

Server Design With Pin-Efficient CXL Interface (Georgia Tech)


A new technical paper titled "A Case for CXL-Centric Server Processors" was written by researchers at Georgia Tech. Abstract: "The memory system is a major performance determinant for server processors. Ever-growing core counts and datasets demand higher bandwidth and capacity as well as lower latency from the memory system. To keep up with growing demands, DDR--the dominant processor inter... » read more

Pinpointing Timing Delays Can Improve Chip Reliability


Growing pressure to improve IC reliability in safety- and mission-critical applications is fueling demand for custom automated test pattern generation (ATPG) to detect small timing delays, and for chip telemetry circuits that can assess timing margin over a chip's lifetime. Knowing the timing margin in signal paths has become an essential component in that reliability. Timing relationships a... » read more

How To Safeguard Memory Interfaces By Design


By Dana Neustadter and Brett Murdock In 2017, the credit bureau Equifax announced that hackers had breached its system, unleashing the personal information of 147-million people. As a result, the company has settled a class action suit for $425 million to aid those impacted, including identity theft, fraud, financial losses, and the expenses to clean up the damage. Whether the threat is iden... » read more

CXL Memory: Detailed Characterization Analysis Using Micro-Benchmarks And Real Applications (UIUC, Intel Labs)


A new technical paper titled "Demystifying CXL Memory with Genuine CXL-Ready Systems and Devices" was published by researchers at University of Illinois Urbana-Champaign (UIUC) and Intel Labs. Abstract: "The high demand for memory capacity in modern datacenters has led to multiple lines of innovation in memory expansion and disaggregation. One such effort is Compute eXpress Link (CXL)-based... » read more

Efficiently Process Large RM Datasets In Underlying Memory Pool, Disaggregated Over CXL (KAIST)


A technical paper titled "Failure Tolerant Training with Persistent Memory Disaggregation over CXL" was published (preprint) by researchers at KAIST and Panmnesia. "TRAININGCXL can efficiently process large-scale recommendation datasets in the pool of disaggregated memory while making training fault tolerant with low overhead," states the paper. Find the technical paper here. or here (IEE... » read more

Jitter Budgeting For Clock Distribution Networks In High-Speed PHYs And SerDes


This paper presents a simple but practically precise estimation of periodic single-tone power supply induced jitter (PSIJ) for MOS clock buffer chains. The estimation is algebraically simple for its analytical closed-form expression requiring only a few circuit simulation results without the pre-knowledge of circuit device SPICE parameters. The expression is well suited to predict period PSIJ, ... » read more

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