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Transmuter: Bridging the Efficiency Gap using Memory and Dataflow Reconfiguration
Transmuter: Bridging the Efficiency Gap using Memory and Dataflow Reconfiguration
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Ata de Congresso 		Adicionar ao Meu Espaço

Transmuter: Bridging the Efficiency Gap using Memory and Dataflow Reconfiguration

Pal, Subhankar ; Feng, Siying ; Park, Dong-hyeon ; Kim, Sung ; Amarnath, Aporva ; Yang, Chi-Sheng ; He, Xin ; Beaumont, Jonathan ; May, Kyle ; Xiong, Yan ; Kaszyk, Kuba ; Morton, John Magnus ; Sun, Jiawen ; O'Boyle, Michael ; Cole, Murray ; Chakrabarti, Chaitali ; Blaauw, David ; Kim, Hun-Seok ; Mudge, Trevor ; Dreslinski, Ronald

Proceedings of the ACM International Conference on Parallel Architectures and Compilation Techniques, 2020, p.175-190

New York, NY, USA: ACM

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2
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator
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Ata de Congresso 		Adicionar ao Meu Espaço

DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator

Zhang, Xiaofan ; Ye, Hanchen ; Wang, Junsong ; Lin, Yonghua ; Xiong, Jinjun ; Hwu, Wen-Mei ; Chen, Deming

2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2020, p.1-9

Association on Computer Machinery

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3
Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators
Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators
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Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators

Yang, Xuan ; Gao, Mingyu ; Liu, Qiaoyi ; Setter, Jeff ; Pu, Jing ; Nayak, Ankita ; Bell, Steven ; Cao, Kaidi ; Ha, Heonjae ; Raina, Priyanka ; Kozyrakis, Christos ; Horowitz, Mark

Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems, 2020, p.369-383

New York, NY, USA: ACM

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4
Microservice Security Metrics for Secure Communication, Identity Management, and Observability
Microservice Security Metrics for Secure Communication, Identity Management, and Observability
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Artigo 		Adicionar ao Meu Espaço

Microservice Security Metrics for Secure Communication, Identity Management, and Observability

Zdun, Uwe ; Queval, Pierre-Jean ; Simhandl, Georg ; Scandariato, Riccardo ; Chakravarty, Somik ; Jelic, Marjan ; Jovanovic, Aleksandar

ACM transactions on software engineering and methodology, 2023-02, Vol.32 (1), p.1-34, Article 16 [Periódico revisado por pares]

New York, NY: ACM

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5
MAERI: Enabling Flexible Dataflow Mapping over DNN Accelerators via Reconfigurable Interconnects
MAERI: Enabling Flexible Dataflow Mapping over DNN Accelerators via Reconfigurable Interconnects
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MAERI: Enabling Flexible Dataflow Mapping over DNN Accelerators via Reconfigurable Interconnects

Kwon, Hyoukjun ; Samajdar, Ananda ; Krishna, Tushar

Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems, 2018, p.461-475

New York, NY, USA: ACM

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6
Encoding, Model, and Architecture: Systematic Optimization for Spiking Neural Network in FPGAs
Encoding, Model, and Architecture: Systematic Optimization for Spiking Neural Network in FPGAs
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Encoding, Model, and Architecture: Systematic Optimization for Spiking Neural Network in FPGAs

Fang, Haowen ; Mei, Zaidao ; Shrestha, Amar ; Zhao, Ziyi ; Li, Yilan ; Qiu, Qinru

2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2020, p.1-9

Association on Computer Machinery

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7
Value-driven Synthesis for Neural Network ASICs
Value-driven Synthesis for Neural Network ASICs
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Value-driven Synthesis for Neural Network ASICs

Yang, Zhiyuan ; Srivastava, Ankur

Proceedings of the International Symposium on Low Power Electronics and Design, 2018, p.1-6

New York, NY, USA: ACM

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8
ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration
ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration
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ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration

Yang, Xiaoxuan ; Yan, Bonan ; Li, Hai ; Chen, Yiran

2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2020, p.1-9

Association on Computer Machinery

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9
Mixed-Signal Charge-Domain Acceleration of Deep Neural Networks through Interleaved Bit-Partitioned Arithmetic
Mixed-Signal Charge-Domain Acceleration of Deep Neural Networks through Interleaved Bit-Partitioned Arithmetic
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Mixed-Signal Charge-Domain Acceleration of Deep Neural Networks through Interleaved Bit-Partitioned Arithmetic

Ghodrati, Soroush ; Sharma, Hardik ; Kinzer, Sean ; Yazdanbakhsh, Amir ; Park, Jongse ; Kim, Nam Sung ; Burger, Doug ; Esmaeilzadeh, Hadi

Proceedings of the ACM International Conference on Parallel Architectures and Compilation Techniques, 2020, p.399-411

New York, NY, USA: ACM

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10
Evaluation of Software Architectures under Uncertainty: A Systematic Literature Review
Evaluation of Software Architectures under Uncertainty: A Systematic Literature Review
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Evaluation of Software Architectures under Uncertainty: A Systematic Literature Review

Sobhy, Dalia ; Bahsoon, Rami ; Minku, Leandro ; Kazman, Rick

ACM transactions on software engineering and methodology, 2021-07, Vol.30 (4), p.1-50 [Periódico revisado por pares]

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