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researcher

Guru Venkataramani

2 papers hereh-index 241.9k citations105 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

works on
digital twin 1edge ai 1fault tolerance 1fpga 1hardware redundancy 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.AR2026

Emulated Integrity Replica: Enabling Self-Healing on FPGA SoCs via Hierarchical Twins

Arsalan Ali Malik, Ali Suvizi, Guru Venkataramani +1

The paper introduces Emulated Integrity Replica (EIR), a hierarchical digital‑twin framework for FPGA SoCs that uses idle processor cycles to run lightweight behavioral and detaile…

cs.LG2024

SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems

Kailash Gogineni, Sai Santosh Dayapule, Juan Gómez-Luna +6

Reinforcement Learning (RL) trains agents to learn optimal behavior by maximizing reward signals from experience datasets. However, RL training often faces memory limitations, lead…

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