Multiple Transform Selection concept modeling and implementation using Interface Based SDF graphs

Haggui, Naouel; Belghith, Fatma; Hamidouche, Wassim; Nouri, Mohammad; Nezan, Jean-François

doi:10.1145/3441110.3441153

Cited by 2 publications

(2 citation statements)

References 15 publications

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“…Dataflow modeling is a powerful tool to study data dependencies and to reveal different levels of parallelism. Whereas [17] investigates the use of static dataflow models to optimize and evaluate the MTS at compile time, this paper extends the results using dynamic dataflow models and extends the analysis at runtime. The tool used to create the dataflow models for the MTS concept is called Parallel and Real-time Embedded Executives Scheduling Method (PREESM).…”

Section: Introductionmentioning

confidence: 99%

“…The majority of the optimizations have focused on reducing the number of required operations (addition, multiplication) or on deducing one transform type from another. This paper introduces an extended version of [17]. Both papers aim at providing a method for optimizing the MTS concept based on dataflow modeling and studying its efficiency.…”

Section: Introductionmentioning

confidence: 99%

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Multiple Transform Selection Concept Modeling and Implementation Using Dynamic and Parameterized Dataflow Graphs

Haggui¹,

Belghith

Hamidouche

et al. 2022

J Sign Process Syst

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The new video coding standard, Versatile Video Coding (VVC), released by the end of 2020 has increased the coding complexity both at encoder and decoder sides. This complexity increase is due to several coding tools proposed to enhance the coding efficiency. One of these tools is the Multiple Transform Selection (MTS) concept, a new approach for the transform unit. This paper aims at providing a new optimization of the MTS based on dataflow modeling. The proposed approach takes benefit of the different parallelism levels of the MTS in order to create an optimized multicore implementation. Also, this paper study the impact of the dataflow model granularity and the dynamic reconfiguration on the implementation efficiency on x86 multicore architectures. The PREESM tool is used in this study to develop the proposed dataflow models and for the granularity analysis. The dynamic reconfiguration study is here performed using the SPIDER

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Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Multiple Transform Selection Concept Modeling and Implementation Using Dynamic and Parameterized Dataflow Graphs

Haggui¹,

Belghith

Hamidouche

et al. 2022

J Sign Process Syst

Self Cite

View full text Add to dashboard Cite

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OpenVVC Decoder Parameterized and Interfaced Synchronous Dataflow (PiSDF) Model: Tile Based Parallelism

Haggui

Hamidouche

Belghith³

et al. 2022

J Sign Process Syst

Self Cite

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The emergence of the new video coding standard, Versatile Video Coding (VVC), has resulted in a 40-50% coding gain over its predecessor HEVC for the same visual quality. However, this is accompanied by a sharp increase in computational complexity. The emergence of the VVC standard and the increase in video resolution have exceeded the capacity of single-core architectures. This fact has led researchers to use multicore architectures for the implementation of video standards and to use the parallelism of these architectures for real-time applications. With the strong growth in both areas, video coding and multicore architecture, there is a great need for a design methodology that facilitates the exploration of heterogeneous multicore architectures, which automatically generates optimized code for these architectures in order to reduce time to market. In this context, this paper aims to use the methodology based on data flow modeling associated with the PREESM software. This paper shows how the software has been used to model a complete standard VVC video decoder using Parameterized and Interfaced Synchronous Dataflow (PiSDF) model. The proposed model takes advantage of the parallelism strategies of the OpenVVC decoder and in particular the tile-based parallelism. Experimental results show that the speed of the VVC decoder in PiSDF is slightly higher than the OpenVVC decoder handwritten in C/C++ languages, by up to 11% speedup on a 24-core processor. Thus, the proposed decoder outperforms the state-of-the-art dataflow decoders based on the RVC-CAL model.

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Multiple Transform Selection concept modeling and implementation using Interface Based SDF graphs

Cited by 2 publications

References 15 publications

Multiple Transform Selection Concept Modeling and Implementation Using Dynamic and Parameterized Dataflow Graphs

Multiple Transform Selection Concept Modeling and Implementation Using Dynamic and Parameterized Dataflow Graphs

OpenVVC Decoder Parameterized and Interfaced Synchronous Dataflow (PiSDF) Model: Tile Based Parallelism

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