Author
Sujay Deb
Other affiliations: Indian Institute of Technology Kharagpur, Washington State University, Indian Institutes of Information Technology
Bio: Sujay Deb is an academic researcher from Indraprastha Institute of Information Technology. The author has contributed to research in topics: Wireless & Network on a chip. The author has an hindex of 18, co-authored 105 publications receiving 1629 citations. Previous affiliations of Sujay Deb include Indian Institute of Technology Kharagpur & Washington State University.
Papers
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TL;DR: It is demonstrated that WiNoCs outperform their wired counterparts in terms of network throughput and latency, and that energy dissipation improves by orders of magnitude.
Abstract: Multicore platforms are emerging trends in the design of System-on-Chips (SoCs). Interconnect fabrics for these multicore SoCs play a crucial role in achieving the target performance. The Network-on-Chip (NoC) paradigm has been proposed as a promising solution for designing the interconnect fabric of multicore SoCs. But the performance requirements of NoC infrastructures in future technology nodes cannot be met by relying only on material innovation with traditional scaling. The continuing demand for low-power and high-speed interconnects with technology scaling necessitates looking beyond the conventional planar metal/dielectric-based interconnect infrastructures. Among different possible alternatives, the on-chip wireless communication network is envisioned as a revolutionary methodology, capable of bringing significant performance gains for multicore SoCs. Wireless NoCs (WiNoCs) can be designed by using miniaturized on-chip antennas as an enabling technology. In this paper, we present design methodologies and technology requirements for scalable WiNoC architectures and evaluate their performance. It is demonstrated that WiNoCs outperform their wired counterparts in terms of network throughput and latency, and that energy dissipation improves by orders of magnitude. The performance of the proposed WiNoC is evaluated in presence of various traffic patterns and also compared with other emerging alternative NoCs.
281 citations
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TL;DR: Various challenges and emerging solutions regarding the design of an efficient and reliable WiNoC architecture are presented.
Abstract: Current commercial systems-on-chips (SoCs) designs integrate an increasingly large number of predesigned cores and their number is predicted to increase significantly in the near future. For example, molecular-scale computing promises single or even multiple order-of-magnitude improvements in device densities. The network-on-chip (NoC) is an enabling technology for integration of large numbers of embedded cores on a single die. The existing method of implementing a NoC with planar metal interconnects is deficient due to high latency and significant power consumption arising out of long multi-hop links used in data exchange. The latency, power consumption and interconnect routing problems of conventional NoCs can be addressed by replacing or augmenting multi-hop wired paths with high-bandwidth single-hop long-range wireless links. This opens up new opportunities for detailed investigations into the design of wireless NoCs (WiNoCs) with on-chip antennas, suitable transceivers and routers. Moreover, as it is an emerging technology, the on-chip wireless links also need to overcome significant challenges pertaining to reliable integration. In this paper, we present various challenges and emerging solutions regarding the design of an efficient and reliable WiNoC architecture.
258 citations
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TL;DR: The proposed mm-wave wireless NoC (mWNoC) outperforms the corresponding conventional wireline counterpart in terms of achievable bandwidth and is significantly more energy efficient.
Abstract: The Network-on-chip (NoC) is an enabling technology to integrate large numbers of embedded cores on a single die. The existing methods of implementing a NoC with planar metal interconnects are deficient due to high latency and significant power consumption arising out of multihop links used in data exchange. To address these problems, we propose design of a hierarchical small-world wireless NoC architecture where the multihop wire interconnects are replaced with high-bandwidth and single-hop long-range wireless shortcuts operating in the millimeter (mm)-wave frequency range. The proposed mm-wave wireless NoC (mWNoC) outperforms the corresponding conventional wireline counterpart in terms of achievable bandwidth and is significantly more energy efficient. The performance improvement is achieved through efficient data routing and optimum placement of wireless hubs. Multiple wireless shortcuts operating simultaneously further enhance the performance, and provide an energy-efficient solution for design of communication infrastructures for multicore chips.
173 citations
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TL;DR: Through architecture-space exploration in conjunction with novel power-efficient on-chip wireless link design, it is demonstrated that it is possible to improve performance of conventional NoC architectures significantly without incurring high area overhead.
Abstract: Massive levels of integration are making modern multicore chips all pervasive in several domains. High performance, robustness, and energy-efficiency are crucial for the widespread adoption of such platforms. Networks-on-Chip (NoCs) have emerged as communication backbones to enable a high degree of integration in multicore Systems-on-Chip (SoCs). Despite their advantages, an important performance limitation in traditional NoCs arises from planar metal interconnect-based multihop links with high latency and power consumption. This limitation can be addressed by drawing inspiration from the evolution of natural complex networks, which offer great performance-cost trade-offs. Analogous with many natural complex systems, future multicore chips are expected to be hierarchical and heterogeneous in nature as well. In this article we undertake a detailed performance evaluation for hierarchical small-world NoC architectures where the long-range communications links are established through the millimeter-wave wireless communication channels. Through architecture-space exploration in conjunction with novel power-efficient on-chip wireless link design, we demonstrate that it is possible to improve performance of conventional NoC architectures significantly without incurring high area overhead.
104 citations
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TL;DR: The proposed wireless NoC offers significantly higher throughput and lower energy dissipation compared to its conventional multi-hop wired counterpart and shows significant performance gains in presence of various application-specific traffic and multicast scenarios.
Abstract: In a traditional Network-on-Chip (NoC), latency and power dissipation increase with system size due to its inherent multi-hop communications. The performance of NoC communication fabrics can be significantly enhanced by introducing long-range, low power, high bandwidth direct links between far apart cores. In this paper a design methodology for a scalable hierarchical NoC with on-chip millimeter (mm)-wave wireless links is proposed. The proposed wireless NoC offers significantly higher throughput and lower energy dissipation compared to its conventional multi-hop wired counterpart. It is also demonstrated that the proposed hierarchical NoC with long range wireless links shows significant performance gains in presence of various application-specific traffic and multicast scenarios.
94 citations
Cited by
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TL;DR: There is, I think, something ethereal about i —the square root of minus one, which seems an odd beast at that time—an intruder hovering on the edge of reality.
Abstract: There is, I think, something ethereal about i —the square root of minus one. I remember first hearing about it at school. It seemed an odd beast at that time—an intruder hovering on the edge of reality.
Usually familiarity dulls this sense of the bizarre, but in the case of i it was the reverse: over the years the sense of its surreal nature intensified. It seemed that it was impossible to write mathematics that described the real world in …
30,199 citations
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01 Jan 2016
TL;DR: The design of analog cmos integrated circuits is universally compatible with any devices to read and is available in the book collection an online access to it is set as public so you can download it instantly.
Abstract: Thank you very much for downloading design of analog cmos integrated circuits. Maybe you have knowledge that, people have look hundreds times for their favorite novels like this design of analog cmos integrated circuits, but end up in malicious downloads. Rather than reading a good book with a cup of coffee in the afternoon, instead they cope with some malicious virus inside their laptop. design of analog cmos integrated circuits is available in our book collection an online access to it is set as public so you can download it instantly. Our digital library saves in multiple countries, allowing you to get the most less latency time to download any of our books like this one. Merely said, the design of analog cmos integrated circuits is universally compatible with any devices to read.
659 citations
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TL;DR: Various challenges and emerging solutions regarding the design of an efficient and reliable WiNoC architecture are presented.
Abstract: Current commercial systems-on-chips (SoCs) designs integrate an increasingly large number of predesigned cores and their number is predicted to increase significantly in the near future. For example, molecular-scale computing promises single or even multiple order-of-magnitude improvements in device densities. The network-on-chip (NoC) is an enabling technology for integration of large numbers of embedded cores on a single die. The existing method of implementing a NoC with planar metal interconnects is deficient due to high latency and significant power consumption arising out of long multi-hop links used in data exchange. The latency, power consumption and interconnect routing problems of conventional NoCs can be addressed by replacing or augmenting multi-hop wired paths with high-bandwidth single-hop long-range wireless links. This opens up new opportunities for detailed investigations into the design of wireless NoCs (WiNoCs) with on-chip antennas, suitable transceivers and routers. Moreover, as it is an emerging technology, the on-chip wireless links also need to overcome significant challenges pertaining to reliable integration. In this paper, we present various challenges and emerging solutions regarding the design of an efficient and reliable WiNoC architecture.
258 citations
Posted Content•
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TL;DR: DistancePPG as discussed by the authors proposes a new method of combining skin-color change signals from different tracked regions of the face using a weighted average, where the weights depend on the blood perfusion and incident light intensity in the region, to improve the signal-to-noise ratio (SNR) of camera-based estimate.
Abstract: Vital signs such as pulse rate and breathing rate are currently measured using contact probes. But, non-contact methods for measuring vital signs are desirable both in hospital settings (e.g. in NICU) and for ubiquitous in-situ health tracking (e.g. on mobile phone and computers with webcams). Recently, camera-based non-contact vital sign monitoring have been shown to be feasible. However, camera-based vital sign monitoring is challenging for people with darker skin tone, under low lighting conditions, and/or during movement of an individual in front of the camera. In this paper, we propose distancePPG, a new camera-based vital sign estimation algorithm which addresses these challenges. DistancePPG proposes a new method of combining skin-color change signals from different tracked regions of the face using a weighted average, where the weights depend on the blood perfusion and incident light intensity in the region, to improve the signal-to-noise ratio (SNR) of camera-based estimate. One of our key contributions is a new automatic method for determining the weights based only on the video recording of the subject. The gains in SNR of camera-based PPG estimated using distancePPG translate into reduction of the error in vital sign estimation, and thus expand the scope of camera-based vital sign monitoring to potentially challenging scenarios. Further, a dataset will be released, comprising of synchronized video recordings of face and pulse oximeter based ground truth recordings from the earlobe for people with different skin tones, under different lighting conditions and for various motion scenarios.
225 citations