27 citations · 34 across the 6 of their papers we have counts for
3 papers · 1 filter
De-SaTE: Denoising Self-attention Transformer Encoders for Li-ion Battery Health Prognostics
Gaurav Shinde, Rohan Mohapatra, Pooja Krishan +1
The usage of Lithium-ion (Li-ion) batteries has gained widespread popularity across various industries, from powering portable electronic devices to propelling electric vehicles an…
TFBEST: Dual-Aspect Transformer with Learnable Positional Encoding for Failure Prediction
Rohan Mohapatra, Saptarshi Sengupta
Hard Disk Drive (HDD) failures in datacenters are costly - from catastrophic data loss to a question of goodwill, stakeholders want to avoid it like the plague. An important tool i…
Large-scale End-of-Life Prediction of Hard Disks in Distributed Datacenters
Rohan Mohapatra, Austin Coursey, Saptarshi Sengupta
On a daily basis, data centers process huge volumes of data backed by the proliferation of inexpensive hard disks. Data stored in these disks serve a range of critical functional n…