Emerging technology and architecture for big-data analytics
This book describes the current state of the art in big-data analytics, from a technology and hardware architecture perspective. The presentation is designed to be accessible to a broad audience, with general knowledge of hardware design and some interest in big-data analytics. Coverage includes eme...
Uloženo v:
Další autoři: | |
---|---|
Korporace: | |
Médium: | E-kniha |
Jazyk: | angličtina |
Vydáno: |
Cham :
Springer,
2017
|
Žánr/forma: | sborníky elektronické knihy |
ISBN: | 978-3-319-54840-1 978-3-319-54839-5 |
Témata: | |
On-line přístup: | Plný text |
Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo otaguje tento záznam!
|
Obsah:
- 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