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Computing systems have undergone several inflexion points - while Moore's law guided the semiconductor industry to cram more and more transistors and logic into the same volume, the limits of instruction-level parallelism (ILP) and the end…

硬件体系结构 · 计算机科学 2022-03-24 Rajeev Muralidhar , Renata Borovica-Gajic , Rajkumar Buyya

Moore's law has long served the semiconductor industry as the driving force for producing ever-advancing electronics technologies. However, given the economic implications and technological challenges associated with the present…

材料科学 · 物理学 2025-12-11 Andreas Tsiamis , Spyros Stathopoulos , Themis Prodromakis

3D integration has the potential to improve the scalability and performance of Chip Multiprocessors (CMP). A closed form analytical solution for optimizing 3D CMP cache hierarchy is developed. It allows optimal partitioning of the cache…

硬件体系结构 · 计算机科学 2013-11-08 Leonid Yavits , Amir Morad , Ran Ginosar

The semiconductor industry's rapid advancement pushes conventional two-dimensional technology to its utmost limitations in terms of scaling, performance, and cost factors. These challenges drive the usage of 3D technology in the production…

仪器与探测器 · 物理学 2022-09-07 Mohamed El Amine Benkechkache , Saida Latreche , Lamis Ghoualmi

3D printing is considered the future of production systems and one of the physical elements of the Fourth Industrial Revolution. 3D printing will significantly impact the product lifecycle, considering cost, energy consumption, and carbon…

最优化与控制 · 数学 2026-01-13 Amirreza Talebi

Over the last three decades, innovations in the memory subsystem were primarily targeted at overcoming the data movement bottleneck. In this paper, we focus on a specific market trend in memory technology: 3D-stacked memory and caches. We…

The everlasting demand for higher computing power for deep neural networks (DNNs) drives the development of parallel computing architectures. 3D integration, in which chips are integrated and connected vertically, can further increase…

硬件体系结构 · 计算机科学 2021-02-19 Jan Moritz Joseph , Ananda Samajdar , Lingjun Zhu , Rainer Leupers , Sung-Kyu Lim , Thilo Pionteck , Tushar Krishna

Moore's Law and Dennard Scaling have guided the semiconductor industry for the past few decades. Recently, both laws have faced validity challenges as transistor sizes approach the practical limits of physics. We are interested in testing…

分布式、并行与集群计算 · 计算机科学 2020-07-14 Yifan Sun , Nicolas Bohm Agostini , Shi Dong , David Kaeli

Multi-chip integration is widely recognized as the extension of Moore's Law. Cost-saving is a frequently mentioned advantage, but previous works rarely present quantitative demonstrations on the cost superiority of multi-chip integration…

硬件体系结构 · 计算机科学 2024-08-27 Yinxiao Feng , Kaisheng Ma

As the field of superconducting quantum computing advances from the few-qubit stage to larger-scale processors, qubit addressability and extensibility will necessitate the use of 3D integration and packaging. While 3D integration is…

Innovation in hardware is slowing due to rising costs of chip design and diminishing benefits from Moore's law and Dennard scaling. Software innovation, on the other hand, is flourishing, helped in good measure by a thriving open-source…

硬件体系结构 · 计算机科学 2016-06-14 Gagan Gupta , Tony Nowatzki , Vinay Gangadhar , Karthikeyan Sankaralingam

Continuous scaling of CMOS has been the major catalyst in miniaturization of integrated circuits (ICs) and crucial for global socio-economic progress. However, scaling to sub-20nm technologies is proving to be challenging as MOSFETs are…

新兴技术 · 计算机科学 2014-04-03 Mostafizur Rahman , Santosh Khasanvis , Jiajun Shi , Mingyu Li , Csaba Andras Moritz

When partitioning gate-level netlists using graphs, it is beneficial to cluster gates to reduce the order of the graph and preserve some characteristics of the circuit that the partitioning might degrade. Gate clustering is even more…

硬件体系结构 · 计算机科学 2023-08-31 Quentin Delhaye , Eric Beyne , Joël Goossens , Geert Van der Plas , Dragomir Milojevic

Poor DRAM technology scaling over the course of many years has caused DRAM-based main memory to increasingly become a larger system bottleneck. A major reason for the bottleneck is that data stored within DRAM must be moved across a…

硬件体系结构 · 计算机科学 2018-02-02 Saugata Ghose , Kevin Hsieh , Amirali Boroumand , Rachata Ausavarungnirun , Onur Mutlu

To couple many independent modes from free space to on chip, the key challenge is not enhancing the many necessary coupling rates (scattering-matrix elements) between targeted mode pairs. Instead, the key is to avoid additional…

光学 · 物理学 2026-05-01 Nazar Pyvovar , Hao Li , Zhaowei Dai , Owen D. Miller

We propose to revisit the functional scaling paradigm by capitalizing on two recent developments in advanced chip manufacturing, namely 3D wafer bonding and backside processing. This approach leads to the proposal of the CMOS 2.0 platform.…

Memories that exploit three-dimensional (3D)-stacking technology, which integrate memory and logic dies in a single stack, are becoming popular. These memories, such as Hybrid Memory Cube (HMC), utilize a network-on-chip (NoC) design for…

硬件体系结构 · 计算机科学 2018-12-05 Ramyad Hadidi , Bahar Asgari , Jeffrey Young , Burhan Ahmad Mudassar , Kartikay Garg , Tushar Krishna , Hyesoon Kim

In the past, efforts were taken to improve the performance of a processor via frequency scaling. However, industry has reached the limits of increasing the frequency and therefore concurrent execution of instructions on multiple cores seems…

硬件体系结构 · 计算机科学 2013-09-24 Irfan Uddin

While Moore's law has driven exponential computing power expectations, its nearing end calls for new avenues for improving the overall system performance. One of these avenues is the exploration of alternative brain-inspired computing…

神经与进化计算 · 计算机科学 2023-05-16 Charlotte Frenkel , David Bol , Giacomo Indiveri

Growing interest in semiconductor workforce development has generated demand for platforms capable of supporting large numbers of independent hardware designs for research and training without imposing high per-project overhead. Traditional…

硬件体系结构 · 计算机科学 2025-12-12 Jeongeun Kim , Sabrina Yarzada , Paul Chen , Christopher Torng