On performance optimization and quality control for approximate-communication-enabled networks-on-chip
For many applications showing error forgiveness, approximate computing is a new design
paradigm that trades application output accuracy for mitigating computation/communication …
paradigm that trades application output accuracy for mitigating computation/communication …
ACDC: An accuracy-and congestion-aware dynamic traffic control method for networks-on-chip
Many applications exhibit error forgiving features. For these applications, approximate
computing provides the opportunity of accelerating the execution time or reducing power …
computing provides the opportunity of accelerating the execution time or reducing power …
Approximate communication for energy-efficient network-on-chip
L Wang, X Wang - Advances in Computers, 2022 - Elsevier
Approximate Computing is being touted as a viable solution for high-performance
computation by relaxing the accuracy constraints of applications. This trend has been …
computation by relaxing the accuracy constraints of applications. This trend has been …
Learning-based quality management for approximate communication in network-on-chips
Current multi/many-core systems spend large amounts of time and power transmitting data
across on-chip interconnects. This problem is aggravated when data-intensive applications …
across on-chip interconnects. This problem is aggravated when data-intensive applications …
Approximate communication strategies for energy-efficient and high performance NoC: Opportunities and challenges
With the advancement and miniaturization of transistor technology, hundreds of cores can
be integrated on a single chip. Network-on-Chips (NoCs) are the de facto on-chip …
be integrated on a single chip. Network-on-Chips (NoCs) are the de facto on-chip …
An online quality management framework for approximate communication in network-on-chips
Approximate communication is being seriously considered as an effective technique for
reducing power consumption and improving the communication efficiency of network-on …
reducing power consumption and improving the communication efficiency of network-on …
HAS-RL: A Hierarchical Approximate Scheme Optimized With Reinforcement Learning for NoC-Based NN Accelerators
S Li, S Zhou, Y Xue, W Fan, T Cheng… - … on Circuits and …, 2024 - ieeexplore.ieee.org
Network-on-Chip (NoC) is a scalable on-chip communication architecture for the NN
accelerator, but with the increase in the number of nodes, the communication delay …
accelerator, but with the increase in the number of nodes, the communication delay …
Slack-aware packet approximation for energy-efficient network-on-chips
Network-on-Chips (NoCs) are the standard on-chip communication fabrics for connecting
cores, caches, and memory controllers in multi/many-core systems. With the increase in …
cores, caches, and memory controllers in multi/many-core systems. With the increase in …
APPROX-NoC: A data approximation framework for network-on-chip architectures
The trend of unsustainable power consumption and large memory bandwidth demands in
massively parallel multicore systems, with the advent of the big data era, has brought upon …
massively parallel multicore systems, with the advent of the big data era, has brought upon …
An approximate multiplane network-on-chip
L Wang, Y Wang, X Wang - 2020 Design, Automation & Test in …, 2020 - ieeexplore.ieee.org
The increasing communication demands in chip multiprocessors (CMPs) and many error-
tolerant applications are driving the approximate design of the network-on-chip (NoC) for …
tolerant applications are driving the approximate design of the network-on-chip (NoC) for …