Results 11 to 20 of about 84,402,451 (356)
The Processing-in-Memory Model [PDF]
Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures, 2021 As computational resources become more efficient and data sizes grow, data movement is fast becoming the dominant cost in computing. Processing-in-Memory is emerging as a key technique for reducing costly data movement, by enabling computation to be ...
H. Kang +5 more
semanticscholar +2 more sources
Using Chiplet Encapsulation Technology to Achieve Processing-in-Memory Functions [PDF]
Micromachines, 2022 With the rapid development of 5G, artificial intelligence (AI), and high-performance computing (HPC), there is a huge increase in the data exchanged between the processor and memory.
Wenchao Tian +6 more
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IEEE Access, 2022 Many modern workloads, such as neural networks, databases, and graph processing, are fundamentally memory-bound. For such workloads, the data movement between main memory and CPU cores imposes a significant overhead in terms of both latency and energy. A
Juan Gomez-Luna +5 more
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A Processing-in-Memory Architecture Programming Paradigm for Wireless Internet-of-Things Applications [PDF]
Sensors, 2019 The widespread applications of the wireless Internet of Things (IoT) is one of the leading factors in the emerging of Big Data. Huge amounts of data need to be transferred and processed.
Xu Yang, Yumin Hou, Hu He
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NodeFetch: High Performance Graph Processing using Processing in Memory [PDF]
Journal of Electrical and Computer Engineering Innovations, 2021 Background and Objectives: Graph processing is increasingly gaining attention during era of big data. However, graph processing applications are highly memory intensive due to nature of graphs.
M. Mosayebi, M. Dehyadegari
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Understanding Bulk-Bitwise Processing In-Memory Through Database Analytics [PDF]
IEEE Transactions on Emerging Topics in Computing, 2022 Bulk-bitwise processing-in-memory (PIM), where large bitwise operations are performed in parallel by the memory array itself, is an emerging form of computation with the potential to mitigate the memory wall problem.
Ben Perach +3 more
semanticscholar +1 more source
In-Memory Big Data Management and Processing: A Survey
IEEE Transactions on Knowledge and Data Engineering, 2015 Beng Chin Ooi +2 more
exaly +2 more sources
Will computing in memory become a new dawn of associative processors?
Memories - Materials, Devices, Circuits and Systems, 2023 Computer architecture faces an enormous challenge in recent years: while the demand for performance is constantly growing, the performance improvement of general-purpose CPU has almost stalled.
Leonid Yavits
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Polar Coding for Processes With Memory [PDF]
IEEE Transactions on Information Theory, 2016 We study polar coding for stochastic processes with memory. For example, a process may be defined by the joint distribution of the input and output of a channel. The memory may be present in the channel, the input, or both. We show that $ψ$-mixing processes polarize under the standard Arıkan transform, under a mild condition.
Eren Sasoglu, Ido Tal
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Hardware-Software Co-Design of an In-Memory Transformer Network Accelerator
Frontiers in Electronics, 2022 Transformer networks have outperformed recurrent and convolutional neural networks in terms of accuracy in various sequential tasks. However, memory and compute bottlenecks prevent transformer networks from scaling to long sequences due to their high ...
Ann Franchesca Laguna +5 more
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