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System-level exploration of mesh-based NoC architectures for multimedia applications
KTH, School of Information and Communication Technology (ICT), Centres, VinnExcellence Center for Intelligence in Paper and Packaging, iPACK.ORCID iD: 0000-0002-7589-9749
KTH, School of Information and Communication Technology (ICT), Centres, VinnExcellence Center for Intelligence in Paper and Packaging, iPACK.
KTH, School of Information and Communication Technology (ICT), Centres, VinnExcellence Center for Intelligence in Paper and Packaging, iPACK.
2010 (English)In: Proceedings - IEEE International SOC Conference, SOCC 2010, IEEE , 2010, 99-104 p.Conference paper, Published paper (Refereed)
Abstract [en]

This paper explores the design space of mesh-based NoC architectures for multimedia applications. Via the systemlevel exploration, we intend to address one crucial question: given a multimedia application and node processing throughput, how to determine the optimal size of the mesh and link bandwidth? Equivalently we shall answer another question: given a multimedia application and its mapping to a given-sized mesh, how to optimally dimension the node processing throughput and link bandwidth? Based on the process models of an application, we analyze the computation and communication demand when mapping the application onto a circuit-switched mesh NoC. We also propose a simulation approach to verify our analysis and further explore the system-level design decisions. Experiments and a case study on a multiview video coding application validate our approach.

Place, publisher, year, edition, pages
IEEE , 2010. 99-104 p.
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:kth:diva-62212DOI: 10.1109/SOCC.2010.5784728Scopus ID: 2-s2.0-79960726345ISBN: 978-142446683-2 (print)OAI: oai:DiVA.org:kth-62212DiVA: diva2:479963
Conference
23rd IEEE International SOC Conference, SOCC 2010; Las Vegas, NV; 27 September 2010 through 29 September 2010
Note
QC 20120223Available from: 2012-01-18 Created: 2012-01-18 Last updated: 2015-10-09Bibliographically approved
In thesis
1. Ultra-low-power Design and Implementation of Application-specific Instruction-set Processors for Ubiquitous Sensing and Computing
Open this publication in new window or tab >>Ultra-low-power Design and Implementation of Application-specific Instruction-set Processors for Ubiquitous Sensing and Computing
2015 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The feature size of transistors keeps shrinking with the development of technology, which enables ubiquitous sensing and computing. However, with the break down of Dennard scaling caused by the difficulties for further lowering supply voltage, the power density increases significantly. The consequence is that, for a given power budget, the energy efficiency must be improved for hardware resources to maximize the performance. Application-specific integrated circuits (ASICs) obtain high energy efficiency at the cost of low flexibility for various applications, while general-purpose processors (GPPs) gain generality at the expense of efficiency.

To provide both high energy efficiency and flexibility, this dissertation explores the ultra-low-power design of application-specific instruction-set processors (ASIP) for ubiquitous sensing and computing. Two application scenarios, i.e. high-throughput compute-intensive processing for multimedia and low-throughput low-cost processing for Internet of Things (IoT) are implemented in the proposed ASIPs.

Multimedia stream processing for human-computer interaction is always featured with high data throughput. To design processors for networked multimedia streams, customizing application-specific accelerators controlled by the embedded processor is exploited. By abstracting the common features from multiple coding algorithms, video decoding accelerators are implemented for networked multi-standard multimedia stream processing. Fabricated in 0.13 $\mu$m CMOS technology, the processor running at 216 MHz is capable of decoding real-time high-definition video streams with power consumption of 414 mW.

When even higher throughput is required, such as in multi-view video coding applications, multiple customized processors will be connected with an on-chip network. Design problems are further studied for selecting the capability of single processors, the number of processors, the capacity of communication network, as well as the task assignment schemes.

In the IoT scenario, low processing throughput but high energy efficiency and adaptability are demanded for a wide spectrum of devices. In this case, a tile processor including a multi-mode router and dual cores is proposed and implemented. The multi-mode router supports both circuit and wormhole switching to facilitate inter-silicon extension for providing on-demand performance. The control-centric dual-core architecture uses control words to directly manipulate all hardware resources. Such a mechanism avoids introducing complex control logics, and the hardware utilization is increased. Programmable control words enable reconfigurability of the processor for supporting general-purpose ISAs, application-specific instructions and dedicated implementations. The idea of reducing global data transfer also increases the energy efficiency. Finally, a single tile processor together with network of bare dies and network of packaged chips has been demonstrated as the result. The processor implemented in 65 nm low leakage CMOS technology and achieves the energy efficiency of 101.4 GOPS/W for each core.

Place, publisher, year, edition, pages
Stockholm: KTH Royal Institute of Technology, 2015. xvi, 74 p.
Series
TRITA-ICT, ISSN 1653-6363 ; 15:11
National Category
Computer Systems
Identifiers
urn:nbn:se:kth:diva-174896 (URN)978-91-7595-692-3 (ISBN)
Public defence
2015-11-04, Sal B, Electrum 229, Kista, 10:00 (English)
Opponent
Supervisors
Funder
VINNOVA
Note

QC 20151009

Available from: 2015-10-09 Created: 2015-10-08 Last updated: 2015-10-09Bibliographically approved

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Ma, Ning

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