Avinash Karanth

47 papers A* 8A 2B 2C 2Misc 2Journal 18Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Algorithmic Strategies for Sustainable Reuse of Neural Network Accelerators with Permanent Faults. DFT Youssef A. Ait Alama, Sampada Sakpal, Ke Wang, Razvan C. Bunescu, Avinash Karanth, Ahmed Louri
2025	J	`jnl`	Extending Energy-Efficient and Scalable DNN Training and Inference With 3-D Photonic Accelerator. IEEE J. Emerg. Sel. Topics Circuits Syst. Juliana Curry, Yuan Li, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu
2025	J	`jnl`	GreeNX: An Energy-Efficient and Sustainable Approach to Sparse Graph Convolution Networks Accelerators Using DVFS. IEEE Trans. Sustain. Comput. Siqin Liu, Prakash Chand Kuve, Avinash Karanth
2025	—	`conf`	Illuminati: A Simulation Framework for Modeling and Evaluating Photonic Neural Networks. ISQED Andy Wolff, Avinash Karanth
2025	J	`jnl`	Language semantics to support secure computation and communication in embedded systems via hardware monitors. Integr. Garett Cunningham, Siqin Liu, Harsha Chenji, David Juedes, Avinash Karanth
2025	J	`jnl`	MERIT: A Sustainable DNN Accelerator Design With Photonic Phase-Change Memory. IEEE Trans. Sustain. Comput. Yuan Li, Ahmed Louri, Avinash Karanth
2025	—	`conf`	Toward Low-SWaP Cognitive Agents: Neuromorphic Intelligence and FPGA-Based Deployments of Event Neural Networks. ICCVW Trevor Bihl, Rajashree Majumder, Zhewei Wang, Avinash Karanth, Jundong Liu
2024	J	`jnl`	A High-Performance and Energy-Efficient Photonic Architecture for Multi-DNN Acceleration. IEEE Trans. Parallel Distributed Syst. Yuan Li, Ahmed Louri, Avinash Karanth
2024	J	`jnl`	Algorithmic Strategies for Sustainable Reuse of Neural Network Accelerators with Permanent Faults. CoRR Youssef A. Ait Alama, Sampada Sakpal, Ke Wang, Razvan C. Bunescu, Avinash Karanth, Ahmed Louri
2024	J	`jnl`	Editorial: EiC Farewell and Introduction of new EiC. IEEE Trans. Computers Avinash Karanth
2024	—	`conf`	HSCONN: Hardware-Software Co-Optimization of Self-Attention Neural Networks for Large Language Models. ACM Great Lakes Symposium on VLSI Siqin Liu, Prakash Chand Kuve, Avinash Karanth
2024	—	`conf`	PCM Enabled Low-Power Photonic Accelerator for Inference and Training on Edge Devices. IPDPS (Workshops) Juliana Curry, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu
2024	—	`conf`	SCORCH: Neural Architecture Search and Hardware Accelerator Co-design with Reinforcement Learning. ISQED Siqin Liu, Avinash Karanth
2024	—	`conf`	SNAC: Mitigation of Snoop-Based Attacks with Multi-Tier Security in NoC Architectures. ACM Great Lakes Symposium on VLSI Siqin Liu, Saumya Chauhan, Avinash Karanth
2024	Misc	`conf`	Training Photonic Mach Zehnder Meshes for Neural Network Acceleration. HiPC Andy Wolff, Avinash Karanth
2024	B	`conf`	d-GUARD: Thwarting Denial-of-Service Attacks via Hardware Monitoring of Information Flow using Language Semantics in Embedded Systems. ASPDAC Garett Cunningham, Harsha Chenji, David Juedes, Avinash Karanth
2023	B	`conf`	A Silicon Photonic Multi-DNN Accelerator. PACT Yuan Li, Ahmed Louri, Avinash Karanth
2023	—	`conf`	DAGGER: Exploiting Language Semantics for Program Security in Embedded Systems. ISQED Garret Cunningham, Harsha Chenji, David Juedes, Gordon Stewart, Avinash Karanth
2023	A*	`conf`	Flumen: Dynamic Processing in the Photonic Interconnect. ISCA Kyle Shiflett, Avinash Karanth, Razvan C. Bunescu, Ahmed Louri
2023	J	`jnl`	Reclaimer: A Reinforcement Learning Approach to Dynamic Resource Allocation for Cloud Microservices. CoRR Quintin Fettes, Avinash Karanth, Razvan C. Bunescu, Brandon Beckwith, Sreenivas Subramoney
2023	—	`conf`	Reflections of Cybersecurity Workshop for K-12 Teachers. SIGCSE (1) Chad Mourning, Harsha Chenji, Allyson Hallman-Thrasher, Savas Kaya, Nasseef Abukamail, David Juedes, Avinash Karanth
2022	J	`jnl`	Ascend: A Scalable and Energy-Efficient Deep Neural Network Accelerator With Photonic Interconnects. IEEE Trans. Circuits Syst. I Regul. Pap. Yuan Li, Ke Wang, Hao Zheng, Ahmed Louri, Avinash Karanth
2022	J	`jnl`	Exploiting Wireless Technology for Energy-Efficient Accelerators With Multiple Dataflows and Precision. IEEE Trans. Circuits Syst. I Regul. Pap. Siqin Liu, Talha Furkan Canan, Harshavardhan Chenji, Soumyasanta Laha, Savas Kaya, Avinash Karanth
2022	J	`jnl`	HREN: A Hybrid Reliable and Energy-Efficient Network-on-Chip Architecture. IEEE Trans. Emerg. Top. Comput. Padmaja Bhamidipati, Avinash Karanth
2022	—	`conf`	Reflections of Cybersecurity Workshop for K-12 Teachers and High School Students. SIGCSE (2) Chad Mourning, David Juedes, Allyson Hallman-Thrasher, Harsha Chenji, Savas Kaya, Avinash Karanth
2022	A*	`conf`	SPACX: Silicon Photonics-based Scalable Chiplet Accelerator for DNN Inference. HPCA Yuan Li, Ahmed Louri, Avinash Karanth
2022	J	`jnl`	SPRINT: A High-Performance, Energy-Efficient, and Scalable Chiplet-Based Accelerator With Photonic Interconnects for CNN Inference. IEEE Trans. Parallel Distributed Syst. Yuan Li, Ahmed Louri, Avinash Karanth
2021	A*	`conf`	Albireo: Energy-Efficient Acceleration of Convolutional Neural Networks via Silicon Photonics. ISCA Kyle Shiflett, Avinash Karanth, Razvan C. Bunescu, Ahmed Louri
2021	—	`conf`	Bitwise Neural Network Acceleration Using Silicon Photonics. ACM Great Lakes Symposium on VLSI Kyle Shiflett, Avinash Karanth, Ahmed Louri, Razvan C. Bunescu
2021	A*	`conf`	CSCNN: Algorithm-hardware Co-design for CNN Accelerators using Centrosymmetric Filters. HPCA Jiajun Li, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu
2021	Misc	`conf`	Dynamic Voltage and Frequency Scaling to Improve Energy-Efficiency of Hardware Accelerators. HiPC Siqin Liu, Avinash Karanth
2021	A*	`conf`	GCNAX: A Flexible and Energy-efficient Accelerator for Graph Convolutional Neural Networks. HPCA Jiajun Li, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu
2021	A*	`conf`	Scaling Deep-Learning Inference with Chiplet-based Architecture and Photonic Interconnects. DAC Yuan Li, Ahmed Louri, Avinash Karanth
2021	C	`conf`	WiNN: Wireless Interconnect based Neural Network Accelerator. ICCD Siqin Liu, Sushanth Karmunchi, Avinash Karanth, Soumyasanta Laha, Savas Kaya
2020	—	`conf`	4-Input NAND and NOR Gates Based on Two Ambipolar Schottky Barrier FinFETs. ICECS Talha Furkan Canan, Savas Kaya, Avinash Karanth, Ahmed Louri
2020	A	`conf`	DozzNoC: Reducing Static and Dynamic Energy in NoCs with Low-latency Voltage Regulators using Machine Learning. IPDPS Mark Clark, Yingping Chen, Avinash Karanth, Dongsheng Brian Ma, Ahmed Louri
2020	J	`jnl`	Guest Editors' Introduction to the Special Issue on Machine Learning Architectures and Accelerators. IEEE Trans. Computers Xuehai Qian, Yanzhi Wang, Avinash Karanth
2020	J	`jnl`	Hardware-Level Thread Migration to Reduce On-Chip Data Movement Via Reinforcement Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Quintin Fettes, Avinash Karanth, Razvan C. Bunescu, Ahmed Louri, Kyle Shiflett
2020	A*	`conf`	PIXEL: Photonic Neural Network Accelerator. HPCA Kyle Shiflett, Dylan Wright, Avinash Karanth, Ahmed Louri
2020	—	`conf`	Reconfigurable Gates with Sub-10nm Ambipolar SB-FinFETs for Logic Locking & Obfuscation. MWSCAS Talha Furkan Canan, Savas Kaya, Harsha Chenji, Avinash Karanth
2019	J	`jnl`	Dynamic Voltage and Frequency Scaling in NoCs With Supervised and Reinforcement Learning Techniques. Computer Quintin Fettes, Mark Clark, Razvan C. Bunescu, Avinash Karanth, Ahmed Louri
2019	J	`jnl`	Dynamic Voltage and Frequency Scaling in NoCs with Supervised and Reinforcement Learning Techniques. IEEE Trans. Computers Quintin Fettes, Mark Clark, Razvan C. Bunescu, Avinash Karanth, Ahmed Louri
2019	A	`conf`	High-performance, Energy-efficient, Fault-tolerant Network-on-Chip Design Using Reinforcement Learnin. DATE Ke Wang, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu
2019	A*	`conf`	IntelliNoC: a holistic design framework for energy-efficient and reliable on-chip communication for manycores. ISCA Ke Wang, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu
2019	J	`jnl`	Limit of Hardware Solutions for Self-Protecting Fault-Tolerant NoCs. ACM J. Emerg. Technol. Comput. Syst. Ahmed Louri, Jacques Henri Collet, Avinash Karanth
2019	J	`jnl`	Sustainability in Network-on-Chips by Exploring Heterogeneity in Emerging Technologies. IEEE Trans. Sustain. Comput. Avinash Karanth, Savas Kaya, Md. Ashif I. Sikder, Daniel Carbaugh, Soumyasanta Laha, Dominic DiTomaso, Ahmed Louri, Hao Xin, Junqiang Wu
2018	C	`conf`	RETUNES: Reliable and Energy-Efficient Network-on-Chip Architecture. ICCD Padmaja Bhamidipati, Avinash Karanth