HBM’s Future: Necessary But Expensive


High-bandwidth memory (HBM) is becoming the memory of choice for hyperscalers, but there are still questions about its ultimate fate in the mainstream marketplace. While it’s well-established in data centers, with usage growing due to the demands of AI/ML, wider adoption is inhibited by drawbacks inherent in its basic design. On the one hand, HBM offers a compact 2.5D form factor that enables... » read more

Week In Review: Design, Low Power


Keysight Technologies said it intends to acquire ESI Group for €913 million (~$998.6 million). ESI Group provides virtual prototyping solutions for the automotive and aerospace end markets that can create real-time digital twins to simulate a product's behavior during testing and real-life use. MLCommons announced the latest results from two MLPerf benchmark suites. One aims to measure the... » read more

Not All There: Heterogeneous Multiprocessor Design Tools


The design, implementation, and programming of multicore heterogeneous systems is becoming more common, often driven by the software workloads, but the tooling to help optimize the processors, interconnect, and memory are disjointed. Over the past few years, many tools have emerged that help with the definition and implementation of a single processor, optimized for a given set of software. ... » read more

Week In Review: Design, Low Power


AMD plans to spend $135 million in Ireland over four years to boost its adaptive computing segment, formerly Xilinx. The investment will fund R&D projects for next generation AI, data center, networking, and 6G communications infrastructure. The company will also add up to 290 engineering and research positions. Argonne National Laboratory installed the final blade of its Aurora supercom... » read more

(Vision) Transformers: Rise Of The Chimera


It’s 2023 and transformers are having a moment. No, I’m not talking about the latest installment of the Transformers movie franchise, "Transformers: Rise of the Beasts"; I’m talking about the deep learning model architecture class, transformers, that is fueling anticipation, excitement, fear, and investment in AI. Transformers are not so new in the world of AI anymore; they were first ... » read more

Programming Processors In Heterogeneous Architectures


Programming processors is becoming more complicated as more and different types of processing elements are included in the same architecture. While systems architects may revel in the number of options available for improving power, performance, and area, the challenge of programming functionality and making it all work together is turning out to be a major challenge. It involves multiple pr... » read more

Software-Defined Hardware Architectures


Hardware/software co-design has been a goal for several decades, but success has been limited. More recently, progress has been made in optimizing a processor as well as the addition of accelerators for a given software workload. While those two techniques can produce incredible gains, it is not enough. With increasing demands being placed on all types of processing, single-processor solutio... » read more

Week In Review: Auto, Security, Pervasive Computing


The U.S. Cybersecurity and Infrastructure Security Agency (CISA) issued a cybersecurity warning about Chinese state-sponsored activity impacting networks across U.S. critical infrastructure. “One of the actor’s primary tactics, techniques, and procedures (TTPs) is living off the land, which uses built-in network administration tools to perform their objectives," the agency said. Hacking eff... » read more

Week In Review: Design, Low Power


Cadence bought Pulsic, a U.K.-based developer of place-and-route tools for custom digital and analog. The acquisition follows a previous acquisition attempt by a Chinese firm in August 2022, which was blocked by the U.K. government. At the G7 Summit in Japan, IBM announced a 10-year, $100 million initiative with the University of Tokyo and the University of Chicago to develop a quantum-centr... » read more

IP Becoming More Complex, More Costly


Success in the semiconductor intellectual property (IP) market requires more than a good bit of RTL. New advances mandate a complete design, implementation, and verification team, which limits the number of companies competing in this market. What constitutes an IP block has changed significantly since the concept was first introduced in the 1990s. What was initially just a piece of RTL (reg... » read more

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