tag: Microsoft Research

Research Bits: April 22
By Jesse Allen - 22 Apr, 2025 - Comments: 0

PIC heterogeneous integration Researchers from Hewlett Packard Labs, Indian Institutes of Technology Madras, Microsoft Research, and University of Michigan built an AI acceleration platform based on heterogeneously integrated photonic ICs. The PIC combines silicon photonics along with III-V compound semiconductors that functionally integrate lasers and optical amplifiers to reduce optical l... » read more

Chip Industry Technical Paper Roundup: Mar. 25
By Linda Christensen - 25 Mar, 2025 - Comments: 0

New technical papers recently added to Semiconductor Engineering’s library: [table id=415 /] Find more semiconductor research papers here. » read more

Energy-Efficient Scalable Silicon Photonic Platform For AI Accelerator HW
By Technical Paper Link - 12 Mar, 2025 - Comments: 0

A new technical paper titled "Large-Scale Integrated Photonic Device Platform for Energy-Efficient AI/ML Accelerators" was published by researchers at HP Labs, IIT Madras, Microsoft Research and University of Michigan. Abstract "The convergence of deep learning and Big Data has spurred significant interest in developing novel hardware that can run large artificial intelligence (AI) workload... » read more

Chip Industry Technical Paper Roundup: Feb. 10
By Linda Christensen - 10 Feb, 2025 - Comments: 0

New technical papers recently added to Semiconductor Engineering’s library: [table id=405 /] Find all technical papers here. Also find more research and latest news here. » read more

Wafer-Scale Computing for LLMs (U. of Edinburgh, Microsoft)
By Technical Paper Link - 09 Feb, 2025 - Comments: 0

A new technical paper titled "WaferLLM: A Wafer-Scale LLM Inference System" was published by researchers at University of Edinburgh and Microsoft Research. Abstract "Emerging AI accelerators increasingly adopt wafer-scale manufacturing technologies, integrating hundreds of thousands of AI cores in a mesh-based architecture with large distributed on-chip memory (tens of GB in total) and ultr... » read more

New Class Of Memory: Managed-Retention Memory or MRM (Microsoft Research)
By Technical Paper Link - 22 Jan, 2025 - Comments: 0

A new technical paper titled "Managed-Retention Memory: A New Class of Memory for the AI Era" was published by researchers at Microsoft. Abstract "AI clusters today are one of the major uses of High Bandwidth Memory (HBM). However, HBM is suboptimal for AI workloads for several reasons. Analysis shows HBM is overprovisioned on write performance, but underprovisioned on density and read band... » read more

Chip Industry Technical Paper Roundup: Sept. 3
By Linda Christensen - 03 Sep, 2024 - Comments: 0

New technical papers recently added to Semiconductor Engineering’s library: [table id=256 /] More ReadingTechnical Paper Library home » read more

Chip Industry Technical Paper Roundup: July 30
By Linda Christensen - 30 Jul, 2024 - Comments: 0

New technical papers recently added to Semiconductor Engineering’s library, including a best paper award winner at ISCA. [table id=246 /] More ReadingTechnical Paper Library home » read more

Co-optimizing HW Architecture, Memory Footprint, Device Placement And Per-Chip Operator Scheduling (Georgia Tech, Microsoft)
By Technical Paper Link - 28 Jul, 2024 - Comments: 0

A technical paper titled “Integrated Hardware Architecture and Device Placement Search” was published by researchers at Georgia Institute of Technology and Microsoft Research. Abstract: "Distributed execution of deep learning training involves a dynamic interplay between hardware accelerator architecture and device placement strategy. This is the first work to explore the co-optimization ... » read more

Power/Performance Bits: Mar. 11
By Jesse Allen - 11 Mar, 2019 - Comments: 0

Reading qubits faster Researchers at Aalto University and VTT Technical Research Centre of Finland propose a faster way to read information from qubits, the building blocks of quantum computers. Currently, they are extremely sensitive to disruption even in cryogenic environments, holding quantum information for less than a millisecond. In the method now used to read information from a qubit... » read more

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