53 citations · 180 across the 10 of their papers we have counts for
5 papers · 1 filter
The Dirty Secret of SSDs: Embodied Carbon
Swamit Tannu, Prashant J. Nair
Scalable Solid-State Drives (SSDs) have ushered in a transformative era in data storage and accessibility, spanning both data centers and portable devices. However, the strides mad…
Heterogeneous Acceleration Pipeline for Recommendation System Training
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan +1
Recommendation models rely on deep learning networks and large embedding tables, resulting in computationally and memory-intensive processes. These models are typically trained usi…
Touché: Towards Ideal and Efficient Cache Compression By Mitigating Tag Area Overheads
Seokin Hong, Bulent Abali, Alper Buyuktosunoglu +2
Compression is seen as a simple technique to increase the effective cache capacity. Unfortunately, compression techniques either incur tag area overheads or restrict data placement…
LISA: Increasing Internal Connectivity in DRAM for Fast Data Movement and Low Latency
Kevin K. Chang, Prashant J. Nair, Saugata Ghose +3
This paper summarizes the idea of Low-Cost Interlinked Subarrays (LISA), which was published in HPCA 2016, and examines the work's significance and future potential. Contemporary s…
Architectural Techniques to Enable Reliable and Scalable Memory Systems
Prashant J. Nair
High capacity and scalable memory systems play a vital role in enabling our desktops, smartphones, and pervasive technologies like Internet of Things (IoT). Unfortunately, memory s…