80 citations · 85 across the 5 of their papers we have counts for
5 papers
Temperature-Aware Monolithic 3D DNN Accelerators for Biomedical Applications
Prachi Shukla, Vasilis F. Pavlidis, Emre Salman +1
In this paper, we focus on temperature-aware Monolithic 3D (Mono3D) deep neural network (DNN) inference accelerators for biomedical applications. We develop an optimizer that tunes…
Architecting Optically-Controlled Phase Change Memory
Aditya Narayan, Yvain Thonnart, Pascal Vivet +2
Phase Change Memory (PCM) is an attractive candidate for main memory as it offers non-volatility and zero leakage power, while providing higher cell densities, longer data retentio…
ConfEx: A Framework for Automating Text-based Software Configuration Analysis in the Cloud
Ozan Tuncer, Anthony Byrne, Nilton Bila +3
Modern cloud services have complex architectures, often comprising many software components, and depend on hundreds of configurations parameters to function correctly, securely, an…
Counterfactual Explanations for Machine Learning on Multivariate Time Series Data
Emre Ates, Burak Aksar, Vitus J. Leung +1
Applying machine learning (ML) on multivariate time series data has growing popularity in many application domains, including in computer system management. For example, recent hig…
Optimizing Energy Storage Participation in Emerging Power Markets
Hao Chen, Zhenhua Liu, Ayse K. Coskun +1
The growing amount of intermittent renewables in power generation creates challenges for real-time matching of supply and demand in the power grid. Emerging ancillary power markets…