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Anand Iyer
Researcher at Samsung
Publications - 2
Citations - 80
Anand Iyer is an academic researcher from Samsung. The author has contributed to research in topics: Memory management & Memory bandwidth. The author has co-authored 1 publications.
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Proceedings ArticleDOI
Hardware Architecture and Software Stack for PIM Based on Commercial DRAM Technology : Industrial Product
Sukhan Lee,Shin-haeng Kang,Jae-Hoon Lee,Hyeon-Su Kim,Eojin Lee,Seung-Woo Seo,Hosang Yoon,Seung-Won Lee,Kyoung-Hwan Lim,Hyun-Sung Shin,Jin-Hyun Kim,O Seongil,Anand Iyer,Wang David T,Kyomin Sohn,Nam Sung Kim +15 more
TL;DR: Wang et al. as discussed by the authors proposed an innovative yet practical processing-in-memory (PIM) architecture, which improves the performance of memory-bound neural network kernels and applications by 11.2× and 3.5× respectively.
Proceedings Article
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
Arthi Padmanabhan,Neil Agarwal,Anand Iyer,Ganesh Ananthanarayanan,Yuanchao Shu,Nikolaos Karianakis,Guoqing Xu,Ravi Netravali +7 more
TL;DR: GEMEL as discussed by the authors exploits architectural similarities between edge vision models by judiciously sharing their layers (including weights) to reduce workload memory costs and swapping delays, and improves overall accuracy.