Emerging Technology and Architecture for Big-data Analytics -

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Résumé :
Part I?State-of-the-Art Architectures and Automation for Data-analytics.-?Chapter 1.?Scaling the Java Virtual Machine on a Many-core System.- Chapter 2.Scaling the Java Virtual Machine on a Many-core System.- Chapter 3.Least-squares based Machine Learning Accelerator for?Big-data Analytics in Smart Buildings.- Chapter 4.Compute-in-memory Architecture for Data-Intensive Kernels.- Chapter 5.?New Solutions for Cross-Layer System-Level and High-Level Synthesis.- Part II?New Solutions for Cross-Layer System-Level and High-Level Synthesis.- Chapter 6.Side Channel Attacks and Efficient Countermeasures on?Residue Number System Multipliers.- Chapter 7.?Ultra-Low-Power Biomedical Circuit Design and Optimization: Catching The Don't Cares.- Chapter 8.Acceleration of MapReduce Framework on a Multicore Processor.- Chapter 9.?Adaptive dynamic range compression for improving envelope-based speech perception: Implications for cochlear implants.- Part III?Emerging Technology, Circuits and Systems for Data-analytics.- Chapter 10.?Emerging Technology, Circuits and Systems for Data-analytics.- Chapter 11.?Energy Efficient Spiking Neural Network Design with RRAM Devices.- Chapter 12.?Efficient Neuromorphic Systems and Emerging Technologies - Prospects and Perspectives.- Chapter 13.?In-memory Data Compression Using ReRAMs.- Chapter 14.?In-memory Data Compression Using ReRAMs.- Chapter 15.Data Analytics in Quantum Paradigm - An Introduction.

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Sommaire:
Part I?State-of-the-Art Architectures and Automation for Data-analytics.-?Chapter 1.?Scaling the Java Virtual Machine on a Many-core System.- Chapter 2.Scaling the Java Virtual Machine on a Many-core System.- Chapter 3.Least-squares based Machine Learning Accelerator for?Big-data Analytics in Smart Buildings.- Chapter 4.Compute-in-memory Architecture for Data-Intensive Kernels.- Chapter 5.?New Solutions for Cross-Layer System-Level and High-Level Synthesis.- Part II?New Solutions for Cross-Layer System-Level and High-Level Synthesis.- Chapter 6.Side Channel Attacks and Efficient Countermeasures on?Residue Number System Multipliers.- Chapter 7.?Ultra-Low-Power Biomedical Circuit Design and Optimization: Catching The Don't Cares.- Chapter 8.Acceleration of MapReduce Framework on a Multicore Processor.- Chapter 9.?Adaptive dynamic range compression for improving envelope-based speech perception: Implications for cochlear implants.- Part III?Emerging Technology, Circuits and Systems for Data-analytics.- Chapter 10.?Emerging Technology, Circuits and Systems for Data-analytics.- Chapter 11.?Energy Efficient Spiking Neural Network Design with RRAM Devices.- Chapter 12.?Efficient Neuromorphic Systems and Emerging Technologies - Prospects and Perspectives.- Chapter 13.?In-memory Data Compression Using ReRAMs.- Chapter 14.?In-memory Data Compression Using ReRAMs.- Chapter 15.Data Analytics in Quantum Paradigm - An Introduction.

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