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作者:Ahsan Javed Awan , Sander Stuijk ...
来源:[J].Microprocessors and Microsystems(IF 0.549), 2019, Vol.71Elsevier
摘要:Abstract(#br)The conventional approach of moving data to the CPU for computation has become a significant performance bottleneck for emerging scale-out data-intensive applications due to their limited data reuse. At the same time, the advancement in 3D integration technologi...
作者:Ahsan Javed Awan , Moriyoshi Ohara ...
来源:[C].Memory Systems2017ACM
摘要:While cluster computing frameworks are continuously evolving to provide real-time data analysis capabilities, Apache Spark has managed to be at the forefront of big data analytics for being a unified framework for both, batch and stream data processing. There is also a renewed in...
作者:Ahsan Javed Awan , Roel Jordans
来源:[C].Software and Compilers for Embedded Systems2019ACM
摘要:Emerging computing architectures such as near-memory computing (NMC) promise improved performance for applications by reducing the data movement between CPU and memory. However, detecting such applications is not a trivial task. In this ongoing work, we extend the state-of-the-ar...
作者:Ahsan Javed Awan , Vladimir Vlassov ...
来源:[C].Big Data Computing, Applications and Technologies2016ACM
摘要:While cluster computing frameworks are continuously evolving to provide real-time data analysis capabilities, Apache Spark has managed to be at the forefront of big data analytics. Recent studies propose scale-in clusters with in-storage processing devices to process big data ana...

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