Ajay Joshi - RankMe

151 papers A* 17A 25B 10C 2Misc 2Journal 63Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ELLMo: Packing- and Depth-Aware Encrypted Transformer Inference. IACR Cryptol. ePrint Arch. Seyda Nur Güzelhan, Lohit Daksha, Carlos Agulló-Domingo, Gilbert Jonatan, John Kim, José L. Abellán, David R. Kaeli, Ajay Joshi
2026	J	`jnl`	FHECore: Rethinking GPU Microarchitecture for Fully Homomorphic Encryption. CoRR Lohit Daksha, Seyda Nur Güzelhan, Kaustubh Shivdikar, Carlos Agulló-Domingo, Óscar Vera-López, Gilbert Jonatan, Hubert Dymarkowski, Aymane El Jerari, José Cano, José L. Abellán, John Kim, David R. Kaeli, Ajay Joshi
2025	—	`conf`	Communication-Centric UALink and NVLink Comparison for Large Scale AI Training. HiPCW Sai Krishna Vemuri, Ajay Joshi, Vijay Kumar Motagi, Rohit Sindhu, Venkata Ravi Shankar Jonnalagadda, Amandeep Singh, Praveen Kumar Rukmangada, Sachin Shaw, Vishal Tanna
2025	A	`conf`	EPiCarbon: A Carbon Modeling Tool for Electro-Photonic Accelerators. ICCAD Farbin Fayza, Cansu Demirkiran, Satyavolu Papa Rao, Darius Bunandar, Udit Gupta, Ajay Joshi
2025	—	`conf`	Evaluating CXL Memory Pooling for Scalable LLM Inference. HiPCW Sai Krishna Vemuri, Venkata Ravi Shankar Jonnalagadda, Ajay Joshi, Rohit Sindhu, Vijay Kumar Motagi, Amandeep Singh, Praveen Kumar Rukmangada, Sachin Shaw, Vishal Tanna
2025	B	`conf`	FIDESlib: A Fully-Fledged Open-Source FHE Library for Efficient CKKS on GPUs. ISPASS Carlos Agulló-Domingo, Óscar Vera-López, Seyda Nur Güzelhan, Lohit Daksha, Aymane El Jerari, Kaustubh Shivdikar, Rashmi S. Agrawal, David R. Kaeli, Ajay Joshi, José L. Abellán
2025	J	`jnl`	FIDESlib: A Fully-Fledged Open-Source FHE Library for Efficient CKKS on GPUs. CoRR Carlos Agulló-Domingo, Óscar Vera-López, Seyda Nur Güzelhan, Lohit Daksha, Aymane El Jerari, Kaustubh Shivdikar, Rashmi S. Agrawal, David R. Kaeli, Ajay Joshi, José L. Abellán
2025	A*	`conf`	PIMnet: A Domain-Specific Network for Efficient Collective Communication in Scalable PIM. HPCA Hyojun Son, Gilbert Jonatan, Xiangyu Wu, Haeyoon Cho, Kaustubh Shivdikar, José L. Abellán, Ajay Joshi, David R. Kaeli, John Kim
2025	J	`jnl`	Systolic Array-based Accelerator for State-Space Models. CoRR Shiva Raja, Cansu Demirkiran, Aakash Sarkar, Milos A. Popovic, Ajay Joshi
2025	A*	`conf`	TrioSim: A Lightweight Simulator for Large-Scale DNN Workloads on Multi-GPU Systems. ISCA Ying Li, Yuhui Bao, Gongyu Wang, Xinxin Mei, Pranav Vaid, Anandaroop Ghosh, Adwait Jog, Darius Bunandar, Ajay Joshi, Yifan Sun
2025	A	`conf`	Waferscale Silicon Photonics Systems: A Cost-Benefit Analysis and Optimization. ICCAD Robert Bao, Zongrui Cai, Shuangliang Chen, Ajay Joshi, Darius Bunandar, Rakesh Kumar
2024	—	`conf`	A Robot-Administered ICU Confusion Assessment with Brain-Computer Interface Control. HRI (Companion) Ajay Joshi, Lynne Baillie, Carl Bettosi
2024	A*	`conf`	HEAP: A Fully Homomorphic Encryption Accelerator with Parallelized Bootstrapping. ISCA Rashmi S. Agrawal, Anantha P. Chandrakasan, Ajay Joshi
2024	A	`conf`	IOMMU Deferred Invalidation Vulnerability: Exploit and Defense. DATE Chathura Rajapaksha, Leila Delshadtehrani, Richard Muri, Manuel Egele, Ajay Joshi
2024	A*	`conf`	Mirage: An RNS-Based Photonic Accelerator for DNN Training. ISCA Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi
2024	A*	`conf`	NeuraChip: Accelerating GNN Computations with a Hash-based Decoupled Spatial Accelerator. ISCA Kaustubh Shivdikar, Nicolas Bohm Agostini, Malith Jayaweera, Gilbert Jonatan, José L. Abellán, Ajay Joshi, John Kim, David R. Kaeli
2024	J	`jnl`	NeuraChip: Accelerating GNN Computations with a Hash-based Decoupled Spatial Accelerator. CoRR Kaustubh Shivdikar, Nicolas Bohm Agostini, Malith Jayaweera, Gilbert Jonatan, José L. Abellán, Ajay Joshi, John Kim, David R. Kaeli
2024	J	`jnl`	Photonics for Sustainable Computing. CoRR Farbin Fayza, Satyavolu Papa Rao, Darius Bunandar, Udit Gupta, Ajay Joshi
2024	A*	`conf`	SOPHIE: A Scalable Recurrent Ising Machine Using Optically Addressed Phase Change Memory. MICRO Guowei Yang, Sina Karimi, Carlos A. Ríos Ocampo, Ayse K. Coskun, Ajay Joshi
2024	—	`conf`	Scalability Limitations of Processing-in-Memory using Real System Evaluations. SIGMETRICS/Performance (Abstracts) Gilbert Jonatan, Haeyoon Cho, Hyojun Son, Xiangyu Wu, Neal Livesay, Evelio Mora, Kaustubh Shivdikar, José L. Abellán, Ajay Joshi, David R. Kaeli, John Kim
2024	J	`jnl`	Scalability Limitations of Processing-in-Memory using Real System Evaluations. Proc. ACM Meas. Anal. Comput. Syst. Gilbert Jonatan, Haeyoon Cho, Hyojun Son, Xiangyu Wu, Neal Livesay, Evelio Mora, Kaustubh Shivdikar, José L. Abellán, Ajay Joshi, David R. Kaeli, John Kim
2023	J	`jnl`	A Blueprint for Precise and Fault-Tolerant Analog Neural Networks. CoRR Cansu Demirkiran, Lakshmi Nair, Darius Bunandar, Ajay Joshi
2023	J	`jnl`	Accelerating DNN Training With Photonics: A Residue Number System-Based Design. CoRR Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi
2023	J	`jnl`	Accelerating Finite Field Arithmetic for Homomorphic Encryption on GPUs. IEEE Micro Neal Livesay, Gilbert Jonatan, Evelio Mora, Kaustubh Shivdikar, Rashmi Agrawal, Ajay Joshi, José L. Abellán, John Kim, David R. Kaeli
2023	J	`jnl`	An Electro-Photonic System for Accelerating Deep Neural Networks. ACM J. Emerg. Technol. Comput. Syst. Cansu Demirkiran, Furkan Eris, Gongyu Wang, Jonathan Elmhurst, Nick Moore, Nicholas C. Harris, Ayon Basumallik, Vijay Janapa Reddi, Ajay Joshi, Darius Bunandar
2023	A*	`conf`	FAB: An FPGA-based Accelerator for Bootstrappable Fully Homomorphic Encryption. HPCA Rashmi Agrawal, Leo de Castro, Guowei Yang, Chiraag Juvekar, Rabia Tugce Yazicigil, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Ajay Joshi
2023	A*	`conf`	GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic Encryption. MICRO Kaustubh Shivdikar, Yuhui Bao, Rashmi Agrawal, Michael Tian Shen, Gilbert Jonatan, Evelio Mora, Alexander Ingare, Neal Livesay, José L. Abellán, John Kim, Ajay Joshi, David R. Kaeli
2023	J	`jnl`	GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic Encryption. CoRR Kaustubh Shivdikar, Yuhui Bao, Rashmi Agrawal, Michael Tian Shen, Gilbert Jonatan, Evelio Mora, Alexander Ingare, Neal Livesay, José L. Abellán, John Kim, Ajay Joshi, David R. Kaeli
2023	J	`jnl`	Leveraging Residue Number System for Designing High-Precision Analog Deep Neural Network Accelerators. CoRR Cansu Demirkiran, Rashmi Agrawal, Vijay Janapa Reddi, Darius Bunandar, Ajay Joshi
2023	A*	`conf`	MAD: Memory-Aware Design Techniques for Accelerating Fully Homomorphic Encryption. MICRO Rashmi Agrawal, Leo de Castro, Chiraag Juvekar, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Ajay Joshi
2023	—	`book`	On Architecting Fully Homomorphic Encryption-based Computing Systems Rashmi Agrawal, Ajay Joshi
2023	A	`conf`	Processing-in-Memory Using Optically-Addressed Phase Change Memory. ISLPED Guowei Yang, Cansu Demirkiran, Zeynep Ece Kizilates, Carlos A. Ríos Ocampo, Ayse K. Coskun, Ajay Joshi
2023	—	`conf`	ProcessorFuzz: Processor Fuzzing with Control and Status Registers Guidance. HOST Sadullah Canakci, Chathura Rajapaksha, Leila Delshadtehrani, Anoop Mysore Nataraja, Michael Bedford Taylor, Manuel Egele, Ajay Joshi
2023	J	`jnl`	Puppeteer: A Random Forest Based Manager for Hardware Prefetchers Across the Memory Hierarchy. ACM Trans. Archit. Code Optim. Furkan Eris, Marcia S. Louis, Kubra Eris, José Luis Abellán Miguel, Ajay Joshi
2023	J	`jnl`	RISE: RISC-V SoC for En/Decryption Acceleration on the Edge for Homomorphic Encryption. IEEE Trans. Very Large Scale Integr. Syst. Zahra Azad, Guowei Yang, Rashmi Agrawal, Daniel Petrisko, Michael Bedford Taylor, Ajay Joshi
2023	J	`jnl`	RISE: RISC-V SoC for En/decryption Acceleration on the Edge for Homomorphic Encryption. CoRR Zahra Azad, Guowei Yang, Rashmi Agrawal, Daniel Petrisko, Michael B. Taylor, Ajay Joshi
2023	A	`conf`	SIGFuzz: A Framework for Discovering Microarchitectural Timing Side Channels. DATE Chathura Rajapaksha, Leila Delshadtehrani, Manuel Egele, Ajay Joshi
2023	J	`jnl`	Towards Efficient Hyperdimensional Computing Using Photonics. CoRR Farbin Fayza, Cansu Demirkiran, Hanning Chen, Che-Kai Liu, Avi Mohan, Hamza Errahmouni Barkam, Sanggeon Yun, Mohsen Imani, David Zhang, Darius Bunandar, Ajay Joshi
2022	—	`conf`	Accelerating Polynomial Multiplication for Homomorphic Encryption on GPUs. SEED Kaustubh Shivdikar, Gilbert Jonatan, Evelio Mora, Neal Livesay, Rashmi Agrawal, Ajay Joshi, José L. Abellán, John Kim, David R. Kaeli
2022	J	`jnl`	Accelerating Polynomial Multiplication for Homomorphic Encryption on GPUs. CoRR Kaustubh Shivdikar, Gilbert Jonatan, Evelio Mora, Neal Livesay, Rashmi Agrawal, Ajay Joshi, José L. Abellán, John Kim, David R. Kaeli
2022	J	`jnl`	Architecting Optically Controlled Phase Change Memory. ACM Trans. Archit. Code Optim. Aditya Narayan, Yvain Thonnart, Pascal Vivet, Ayse K. Coskun, Ajay Joshi
2022	J	`jnl`	FAB: An FPGA-based Accelerator for Bootstrappable Fully Homomorphic Encryption. CoRR Rashmi Agrawal, Leo de Castro, Guowei Yang, Chiraag Juvekar, Rabia Tugce Yazicigil, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Ajay Joshi
2022	A	`conf`	Hydra: A near hybrid memory accelerator for CNN inference. DATE Palash Das, Ajay Joshi, Hemangee K. Kapoor
2022	B	`conf`	NaviSim: A Highly Accurate GPU Simulator for AMD RDNA GPUs. PACT Yuhui Bao, Yifan Sun, Zlatan Feric, Michael Tian Shen, Micah Weston, José L. Abellán, Trinayan Baruah, John Kim, Ajay Joshi, David R. Kaeli
2022	J	`jnl`	ProcessorFuzz: Guiding Processor Fuzzing using Control and Status Registers. CoRR Sadullah Canakci, Chathura Rajapaksha, Anoop Mysore Nataraja, Leila Delshadtehrani, Michael B. Taylor, Manuel Egele, Ajay Joshi
2022	J	`jnl`	Puppeteer: A Random Forest-based Manager for Hardware Prefetchers across the Memory Hierarchy. CoRR Furkan Eris, Marcia S. Louis, Kubra Eris, José L. Abellán, Ajay Joshi
2022	A	`conf`	RACE: RISC-V SoC for En/decryption Acceleration on the Edge for Homomorphic Computation. ISLPED Zahra Azad, Guowei Yang, Rashmi Agrawal, Daniel Petrisko, Michael B. Taylor, Ajay Joshi
2022	A	`conf`	TargetFuzz: Using DARTs to Guide Directed Greybox Fuzzers. AsiaCCS Sadullah Canakci, Nikolay Matyunin, Kalman Graffi, Ajay Joshi, Manuel Egele
2021	J	`jnl`	A Cautionary Tale About Detecting Malware Using Hardware Performance Counters and Machine Learning. IEEE Des. Test Boyou Zhou, Anmol Gupta, Rasoul Jahanshahi, Manuel Egele, Ajay Joshi
2021	B	`conf`	AI Tax in Mobile SoCs: End-to-end Performance Analysis of Machine Learning in Smartphones. ISPASS Michael Buch, Zahra Azad, Ajay Joshi, Vijay Janapa Reddi
2021	J	`jnl`	Accelerating Data-Parallel Neural Network Training with Weighted-Averaging Reparameterisation. Parallel Process. Lett. Sterling Ramroach, Ajay Joshi
2021	J	`jnl`	An Electro-Photonic System for Accelerating Deep Neural Networks. CoRR Cansu Demirkiran, Furkan Eris, Gongyu Wang, Jonathan Elmhurst, Nick Moore, Nicholas C. Harris, Ayon Basumallik, Vijay Janapa Reddi, Ajay Joshi, Darius Bunandar
2021	J	`jnl`	Architecting Optically-Controlled Phase Change Memory. CoRR Aditya Narayan, Yvain Thonnart, Pascal Vivet, Ayse K. Coskun, Ajay Joshi
2021	A*	`conf`	DirectFuzz: Automated Test Generation for RTL Designs using Directed Graybox Fuzzing. DAC Sadullah Canakci, Leila Delshadtehrani, Furkan Eris, Michael Bedford Taylor, Manuel Egele, Ajay Joshi
2021	J	`jnl`	Does Fully Homomorphic Encryption Need Compute Acceleration? CoRR Leo de Castro, Rashmi Agrawal, Rabia Tugce Yazicigil, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Chiraag Juvekar, Ajay Joshi
2021	J	`jnl`	Does Fully Homomorphic Encryption Need Compute Acceleration? IACR Cryptol. ePrint Arch. Leo de Castro, Rashmi Agrawal, Rabia Tugce Yazicigil, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Chiraag Juvekar, Ajay Joshi
2021	A	`conf`	FlexFilt: Towards Flexible Instruction Filtering for Security. ACSAC Leila Delshadtehrani, Sadullah Canakci, William Blair, Manuel Egele, Ajay Joshi
2021	B	`conf`	GNNMark: A Benchmark Suite to Characterize Graph Neural Network Training on GPUs. ISPASS Trinayan Baruah, Kaustubh Shivdikar, Shi Dong, Yifan Sun, Saiful A. Mojumder, Kihoon Jung, José L. Abellán, Yash Ukidave, Ajay Joshi, John Kim, David R. Kaeli
2021	B	`conf`	Hardware Acceleration for DBMS Machine Learning Scoring: Is It Worth the Overheads? ISPASS Zahra Azad, Rathijit Sen, Kwanghyun Park, Ajay Joshi
2021	J	`jnl`	Hardware Trojan Detection Using Backside Optical Imaging. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Boyou Zhou, Aydan Aksoylar, Kyle Vigil, Ronen Adato, Jian Tan, Bennett B. Goldberg, M. Selim Ünlü, Ajay Joshi
2021	A*	`conf`	Network-on-Chip Microarchitecture-based Covert Channel in GPUs. MICRO Jaeguk Ahn, Jiho Kim, Hans Kasan, Zhixian Jin, Leila Delshadtehrani, WonJun Song, Ajay Joshi, John Kim
2021	A	`conf`	SealPK: Sealable Protection Keys for RISC-V. DATE Leila Delshadtehrani, Sadullah Canakci, Manuel Egele, Ajay Joshi
2021	A	`conf`	TAP-2.5D: A Thermally-Aware Chiplet Placement Methodology for 2.5D Systems. DATE Yenai Ma, Leila Delshadtehrani, Cansu Demirkiran, José L. Abellán, Ajay Joshi
2020	—	`conf`	Bandwidth Allocation in Silicon-Photonic Networks Using Application Instrumentation. HPEC Aditya Narayan, Ajay Joshi, Ayse K. Coskun
2020	J	`jnl`	BlackParrot: An Agile Open-Source RISC-V Multicore for Accelerator SoCs. IEEE Micro Daniel Petrisko, Farzam Gilani, Mark Wyse, Dai Cheol Jung, Scott Davidson, Paul Gao, Chun Zhao, Zahra Azad, Sadullah Canakci, Bandhav Veluri, Tavio Guarino, Ajay Joshi, Mark Oskin, Michael Bedford Taylor
2020	J	`jnl`	Cross-Layer Co-Optimization of Network Design and Chiplet Placement in 2.5-D Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ayse K. Coskun, Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Aditya Narayan, Vaishnav Srinivas
2020	J	`jnl`	Custom Tailored Suite of Random Forests for Prefetcher Adaptation. CoRR Furkan Eris, Sadullah Canakci, Cansu Demirkiran, Ajay Joshi
2020	B	`conf`	Efficient Context-Sensitive CFI Enforcement Through a Hardware Monitor. DIMVA Sadullah Canakci, Leila Delshadtehrani, Boyou Zhou, Ajay Joshi, Manuel Egele
2020	J	`jnl`	Efficient Sealable Protection Keys for RISC-V. CoRR Leila Delshadtehrani, Sadullah Canakci, Manuel Egele, Ajay Joshi
2020	J	`jnl`	Gate-Level Validation of Integrated Circuits With Structured-Illumination Read-Out of Embedded Optical Signatures. IEEE Access Negin Zaraee, Boyou Zhou, Kyle Vigil, Mohammad M. Shahjamali, Ajay Joshi, M. Selim Ünlü
2020	A*	`conf`	Griffin: Hardware-Software Support for Efficient Page Migration in Multi-GPU Systems. HPCA Trinayan Baruah, Yifan Sun, Ali Tolga Dinçer, Saiful A. Mojumder, José L. Abellán, Yash Ukidave, Ajay Joshi, Norman Rubin, John Kim, David R. Kaeli
2020	J	`jnl`	HALCONE : A Hardware-Level Timestamp-based Cache Coherence Scheme for Multi-GPU systems. CoRR Saiful A. Mojumder, Yifan Sun, Leila Delshadtehrani, Yenai Ma, Trinayan Baruah, José L. Abellán, John Kim, David R. Kaeli, Ajay Joshi
2020	A	`conf`	LEAF-QA: Locate, Encode & Attend for Figure Question Answering. WACV Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Pranav Maneriker, Prann Bansal, Ajay Joshi
2020	J	`jnl`	MGPU-TSM: A Multi-GPU System with Truly Shared Memory. CoRR Saiful A. Mojumder, Yifan Sun, Leila Delshadtehrani, Yenai Ma, Trinayan Baruah, José L. Abellán, John Kim, David R. Kaeli, Ajay Joshi
2020	A*	`conf`	PHMon: A Programmable Hardware Monitor and Its Security Use Cases. USENIX Security Symposium Leila Delshadtehrani, Sadullah Canakci, Boyou Zhou, Schuyler Eldridge, Ajay Joshi, Manuel Egele
2020	A	`conf`	System-level Evaluation of Chip-Scale Silicon Photonic Networks for Emerging Data-Intensive Applications. DATE Aditya Narayan, Yvain Thonnart, Pascal Vivet, Ajay Joshi, Ayse K. Coskun
2020	B	`conf`	Valkyrie: Leveraging Inter-TLB Locality to Enhance GPU Performance. PACT Trinayan Baruah, Yifan Sun, Saiful A. Mojumder, José L. Abellán, Yash Ukidave, Ajay Joshi, Norman Rubin, John Kim, David R. Kaeli
2019	—	`conf`	CUDA Optimized Neural Network Predicts Blood Glucose Control from Quantified Joint Mobility and Anthropometrics. ICISDM Sterling Ramroach, Andrew Dhanoo, Brian Cockburn, Ajay Joshi
2019	J	`jnl`	CUDA optimized Neural Network predicts blood glucose control from quantified joint mobility and anthropometrics. CoRR Sterling Ramroach, Andrew Dhanoo, Brian Cockburn, Ajay Joshi
2019	J	`jnl`	Editorial TVLSI Positioning - Continuing and Accelerating an Upward Trajectory. IEEE Trans. Very Large Scale Integr. Syst. Massimo Alioto, Magdy S. Abadir, Tughrul Arslan, Chirn Chye Boon, Andreas Burg, Chip-Hong Chang, Meng-Fan Chang, Yao-Wen Chang, Poki Chen, Pasquale Corsonello, Paolo Crovetti, Shiro Dosho, Rolf Drechsler, Ibrahim Abe M. Elfadel, Ruonan Han, Masanori Hashimoto, Chun-Huat Heng, Deukhyoun Heo, Tsung-Yi Ho, Houman Homayoun, Yuh-Shyan Hwang, Ajay Joshi, Rajiv V. Joshi, Tanay Karnik, Chulwoo Kim, Tony Tae-Hyoung Kim, Jaydeep P. Kulkarni, Volkan Kursun, Yoonmyung Lee, Hai Helen Li, Huawei Li, Prabhat Mishra, Baker Mohammad, Mehran Mozaffari Kermani, Makoto Nagata, Koji Nii, Partha Pratim Pande, Bipul C. Paul, Vasilis F. Pavlidis, José Pineda de Gyvez, Ioannis Savidis, Patrick Schaumont, Fabio Sebastiano, Anirban Sengupta, Mingoo Seok, Mircea R. Stan, Mark Tehranipoor, Aida Todri-Sanial, Marian Verhelst, Valerio Vignoli, Xiaoqing Wen, Jiang Xu, Wei Zhang, Zhengya Zhang, Jun Zhou, Mark Zwolinski, Stacey Weber
2019	J	`jnl`	LEAF-QA: Locate, Encode & Attend for Figure Question Answering. CoRR Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Pranav Maneriker, Prann Bansal, Ajay Joshi
2019	A*	`conf`	MGPUSim: enabling multi-GPU performance modeling and optimization. ISCA Yifan Sun, Trinayan Baruah, Saiful A. Mojumder, Shi Dong, Xiang Gong, Shane Treadway, Yuhui Bao, Spencer Hance, Carter McCardwell, Vincent Zhao, Harrison Barclay, Amir Kavyan Ziabari, Zhongliang Chen, Rafael Ubal, José L. Abellán, John Kim, Ajay Joshi, David R. Kaeli
2019	J	`jnl`	The efficacy of various machine learning models for multi-class classification of RNA-seq expression data. CoRR Sterling Ramroach, Melford John, Ajay Joshi
2018	A	`conf`	A cross-layer methodology for design and optimization of networks in 2.5D systems. ICCAD Ayse K. Coskun, Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Vaishnav Srinivas
2018	A	`conf`	Hardware Performance Counters Can Detect Malware: Myth or Fact? AsiaCCS Boyou Zhou, Anmol Gupta, Rasoul Jahanshahi, Manuel Egele, Ajay Joshi
2018	A	`conf`	Leveraging thermally-aware chiplet organization in 2.5D systems to reclaim dark silicon. DATE Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Saiful A. Mojumder, Tiansheng Zhang
2018	J	`jnl`	MGSim + MGMark: A Framework for Multi-GPU System Research. CoRR Yifan Sun, Trinayan Baruah, Saiful A. Mojumder, Shi Dong, Rafael Ubal, Xiang Gong, Shane Treadway, Yuhui Bao, Vincent Zhao, José L. Abellán, John Kim, Ajay Joshi, David R. Kaeli
2018	J	`jnl`	Nile: A Programmable Monitoring Coprocessor. IEEE Comput. Archit. Lett. Leila Delshadtehrani, Schuyler Eldridge, Sadullah Canakci, Manuel Egele, Ajay Joshi
2018	—	`conf`	Profiling DNN Workloads on a Volta-based DGX-1 System. IISWC Saiful A. Mojumder, Marcia S. Louis, Yifan Sun, Amir Kavyan Ziabari, José L. Abellán, John Kim, David R. Kaeli, Ajay Joshi
2017	J	`jnl`	Adaptive Tuning of Photonic Devices in a Photonic NoC Through Dynamic Workload Allocation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. José L. Abellán, Ayse K. Coskun, Anjun Gu, Warren Jin, Ajay Joshi, Andrew B. Kahng, Jonathan Klamkin, Cristian Morales, John Recchio, Vaishnav Srinivas, Tiansheng Zhang
2017	J	`jnl`	Field of Groves: An Energy-Efficient Random Forest. CoRR Zafar Takhirov, Joseph Wang, Marcia S. Louis, Venkatesh Saligrama, Ajay Joshi
2017	—	`conf`	High-performance low-energy implementation of cryptographic algorithms on a programmable SoC for IoT devices. HPEC Boyou Zhou, Manuel Egele, Ajay Joshi
2017	—	`conf`	Using Machine Learning techniques for identification of Chronic Traumatic Encephalopathy related Spectroscopic Biomarkers. AIPR Marcia S. Louis, Michael Alosco, Benjamin Rowland, HuiHun Liao, Joseph Wang, Inga Koerte, Martha Shenton, Robert Stern, Ajay Joshi, Alexander P. Lin
2016	A	`conf`	Cross-layer floorplan optimization for silicon photonic NoCs in many-core systems. DATE Ayse K. Coskun, Anjun Gu, Warren Jin, Ajay Joshi, Andrew B. Kahng, Jonathan Klamkin, Yenai Ma, John Recchio, Vaishnav Srinivas, Tiansheng Zhang
2016	J	`jnl`	Designing Tunable Subthreshold Logic Circuits Using Adaptive Feedback Equalization. IEEE Trans. Very Large Scale Integr. Syst. Mahmoud Zangeneh, Ajay Joshi
2016	J	`jnl`	Electro-Photonic NoC Designs for Kilocore Systems. ACM J. Emerg. Technol. Comput. Syst. José L. Abellán, Chao Chen, Ajay Joshi
2016	A	`conf`	Energy-Efficient Adaptive Classifier Design for Mobile Systems. ISLPED Zafar Takhirov, Joseph Wang, Venkatesh Saligrama, Ajay Joshi
2016	J	`jnl`	UMH: A Hardware-Based Unified Memory Hierarchy for Systems with Multiple Discrete GPUs. ACM Trans. Archit. Code Optim. Amir Kavyan Ziabari, Yifan Sun, Yenai Ma, Dana Schaa, José L. Abellán, Rafael Ubal, John Kim, Ajay Joshi, David R. Kaeli
2015	—	`conf`	Asymmetric NoC Architectures for GPU Systems. NOCS Amir Kavyan Ziabari, José L. Abellán, Yenai Ma, Ajay Joshi, David R. Kaeli
2015	A*	`conf`	Detecting hardware trojans using backside optical imaging of embedded watermarks. DAC Boyou Zhou, Ronen Adato, Mahmoud Zangeneh, Tianyu Yang, Aydan Uyar, Bennett B. Goldberg, M. Selim Ünlü, Ajay Joshi
2015	A	`conf`	Dictionary-based sparse representation for resolution improvement in laser voltage imaging of CMOS integrated circuits. DATE T. Berkin Cilingiroglu, Mahmoud Zangeneh, Aydan Uyar, W. Clem Karl, Janusz Konrad, Ajay Joshi, Bennett B. Goldberg, M. Selim Ünlü
2015	A	`conf`	Leveraging Silicon-Photonic NoC for Designing Scalable GPUs. ICS Amir Kavyan Ziabari, José L. Abellán, Rafael Ubal, Chao Chen, Ajay Joshi, David R. Kaeli
2015	J	`jnl`	Managing Laser Power in Silicon-Photonic NoC Through Cache and NoC Reconfiguration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chao Chen, José L. Abellán, Ajay Joshi
2015	B	`conf`	Towards General-Purpose Neural Network Computing. PACT Schuyler Eldridge, Amos Waterland, Margo I. Seltzer, Jonathan Appavoo, Ajay Joshi
2015	J	`jnl`	Using GUI Design Theory to Develop an Open Source Touchscreen Smartphone GUI. Comput. Inf. Sci. Daniel Jovan Sooknanan, Ajay Joshi
2014	J	`jnl`	Design and Optimization of Nonvolatile Multibit 1T1R Resistive RAM. IEEE Trans. Very Large Scale Integr. Syst. Mahmoud Zangeneh, Ajay Joshi
2014	J	`jnl`	Learning to navigate in a virtual world using optic flow and stereo disparity signals. Artif. Life Robotics Florian Raudies, Schuyler Eldridge, Ajay Joshi, Massimiliano Versace
2014	—	`conf`	Neural network-based accelerators for transcendental function approximation. ACM Great Lakes Symposium on VLSI Schuyler Eldridge, Florian Raudies, David Zou, Ajay Joshi
2014	—	`conf`	Sharing and placement of on-chip laser sources in silicon-photonic NoCs. NOCS Chao Chen, Tiansheng Zhang, Pietro Contu, Jonathan Klamkin, Ayse K. Coskun, Ajay Joshi
2014	A	`conf`	Sub-threshold logic circuit design using feedback equalization. DATE Mahmoud Zangeneh, Ajay Joshi
2014	A	`conf`	Thermal management of manycore systems with silicon-photonic networks. DATE Tiansheng Zhang, José L. Abellán, Ajay Joshi, Ayse K. Coskun
2013	A	`conf`	Energy-efficient pass-transistor-logic using decision feedback equalization. ISLPED Zafar Takhirov, Bobak Nazer, Ajay Joshi
2012	—	`conf`	A multi-layer approach to green computing: Designing energy-efficient digital circuits and manycore architectures. IGCC Ajay Joshi, Chao Chen, Zafar Takhirov, Bobak Nazer
2012	J	`jnl`	Designing Chip-Level Nanophotonic Interconnection Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. Christopher Batten, Ajay Joshi, Vladimir Stojanovic, Krste Asanovic
2012	—	`conf`	Error mitigation in digital logic using a feedback equalization with schmitt trigger (FEST) circuit. ISQED Zafar Takhirov, Bobak Nazer, Ajay Joshi
2012	J	`jnl`	Nonlinear Multi-Error Correction Codes for Reliable MLC nand Flash Memories. IEEE Trans. Very Large Scale Integr. Syst. Zhen Wang, Mark G. Karpovsky, Ajay Joshi
2012	—	`conf`	Performance and energy models for memristor-based 1T1R RRAM cell. ACM Great Lakes Symposium on VLSI Mahmoud Zangeneh, Ajay Joshi
2012	J	`jnl`	Secure Multipliers Resilient to Strong Fault-Injection Attacks Using Multilinear Arithmetic Codes. IEEE Trans. Very Large Scale Integr. Syst. Zhen Wang, Mark G. Karpovsky, Ajay Joshi
2012	Misc	`conf`	Tutorial T8A: Designing Silicon-Photonic Communication Networks for Manycore Systems. VLSI Design Ajay Joshi
2011	—	`conf`	A preliminary look at error avoidance in digital logic via feedback equalization. Allerton Zafar Takhirov, Bobak Nazer, Ajay Joshi
2011	—	`conf`	Express Virtual Channels with Taps (EVC-T): A Flow Control Technique for Network-on-Chip (NoC) in Manycore Systems. Hot Interconnects Chao Chen, Jie Meng, Ayse K. Coskun, Ajay Joshi
2011	—	`conf`	Influence of metallic tubes on the reliability of CNTFET SRAMs: error mechanisms and countermeasures. ACM Great Lakes Symposium on VLSI Zhen Wang, Mark G. Karpovsky, Ajay Joshi
2011	—	`conf`	Run-time energy management of manycore systems through reconfigurable interconnects. ACM Great Lakes Symposium on VLSI Jie Meng, Chao Chen, Ayse Kivilcim Coskun, Ajay Joshi
2010	A*	`conf`	Re-architecting DRAM memory systems with monolithically integrated silicon photonics. ISCA Scott Beamer, Chen Sun, Yong-jin Kwon, Ajay Joshi, Christopher Batten, Vladimir Stojanovic, Krste Asanovic
2010	A	`conf`	Reliable MLC NAND flash memories based on nonlinear t-error-correcting codes. DSN Zhen Wang, Mark G. Karpovsky, Ajay Joshi
2009	—	`conf`	A Modeling and exploration framework for interconnect network design in the nanometer era. NOCS Ajay Joshi, Fred Chen, Vladimir Stojanovic
2009	J	`jnl`	Building Many-Core Processor-to-DRAM Networks with Monolithic CMOS Silicon Photonics. IEEE Micro Christopher Batten, Ajay Joshi, Jason Orcutt, Anatol Khilo, Benjamin Moss, Charles Holzwarth, Milos A. Popovic, Hanqing Li, Henry I. Smith, Judy L. Hoyt, Franz X. Kärtner, Rajeev J. Ram, Vladimir Stojanovic, Krste Asanovic
2009	C	`conf`	Design of Reliable and Secure Multipliers by Multilinear Arithmetic Codes. ICICS Zhen Wang, Mark G. Karpovsky, Berk Sunar, Ajay Joshi
2009	—	`conf`	Designing Energy-Efficient Low-Diameter On-Chip Networks with Equalized Interconnects. Hot Interconnects Ajay Joshi, Byungsub Kim, Vladimir Stojanovic
2009	A	`conf`	Designing multi-socket systems using silicon photonics. ICS Scott Beamer, Krste Asanovic, Christopher Batten, Ajay Joshi, Vladimir Stojanovic
2009	—	`conf`	Silicon-photonic clos networks for global on-chip communication. NOCS Ajay Joshi, Christopher Batten, Yong-jin Kwon, Scott Beamer, Imran Shamim, Krste Asanovic, Vladimir Stojanovic
2008	J	`jnl`	Analysing and improving clustering based sampling for microprocessor simulation. Int. J. High Perform. Comput. Netw. Yue Luo, Ajay Joshi, Aashish Phansalkar, Lizy Kurian John, Joydeep Ghosh
2008	J	`jnl`	Automatically countering imbalance and its empirical relationship to cost. Data Min. Knowl. Discov. Nitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi
2008	—	`conf`	Building Manycore Processor-to-DRAM Networks with Monolithic Silicon Photonics. Hot Interconnects Christopher Batten, Ajay Joshi, Jason Orcutt, Anatoly Khilo, Benjamin Moss, Charles Holzwarth, Milos A. Popovic, Hanqing Li, Henry I. Smith, Judy L. Hoyt, Franz X. Kärtner, Rajeev J. Ram, Vladimir Stojanovic, Krste Asanovic
2008	J	`jnl`	Distilling the essence of proprietary workloads into miniature benchmarks. ACM Trans. Archit. Code Optim. Ajay Joshi, Lieven Eeckhout, Robert H. Bell Jr., Lizy Kurian John
2007	A*	`conf`	Analysis of redundancy and application balance in the SPEC CPU2006 benchmark suite. ISCA Aashish Phansalkar, Ajay Joshi, Lizy Kurian John
2007	J	`jnl`	Applying Statistical Sampling for Fast and Efficient Simulation of Commercial Workloads. IEEE Trans. Computers Ajay Joshi, Yue Luo, Lizy K. John
2007	J	`jnl`	Design and Optimization of On-Chip Interconnects Using Wave-Pipelined Multiplexed Routing. IEEE Trans. Very Large Scale Integr. Syst. Ajay Joshi, Gerald G. Lopez, Jeffrey A. Davis
2007	—	`conf`	Scaling and evaluation of carbon nanotube interconnects for VLSI applications. Nano-Net Fred Chen, Ajay Joshi, Vladimir Stojanovic, Anantha P. Chandrakasan
2007	J	`jnl`	Subsetting the SPEC CPU2006 benchmark suite. SIGARCH Comput. Archit. News Aashish Phansalkar, Ajay Joshi, Lizy K. John
2006	—	`conf`	Evaluating Benchmark Subsetting Approaches. IISWC Joshua J. Yi, Resit Sendag, Lieven Eeckhout, Ajay Joshi, David J. Lilja, Lizy Kurian John
2006	B	`conf`	Evaluating the efficacy of statistical simulation for design space exploration. ISPASS Ajay Joshi, Joshua J. Yi, Robert H. Bell Jr., Lieven Eeckhout, Lizy Kurian John, David J. Lilja
2006	Misc	`conf`	Low Power Multilevel Interconnect Networks Using Wave-Pipelined Multiplexed (WPM) Routing. VLSI Design Ajay Joshi, Vinita V. Deodhar, Jeffrey A. Davis
2006	J	`jnl`	Measuring Benchmark Similarity Using Inherent Program Characteristics. IEEE Trans. Computers Ajay Joshi, Aashish Phansalkar, Lieven Eeckhout, Lizy Kurian John
2006	—	`conf`	Performance Cloning: A Technique for Disseminating Proprietary Applications as Benchmarks. IISWC Ajay Joshi, Lieven Eeckhout, Robert H. Bell Jr., Lizy Kurian John
2005	C	`conf`	Analyzing and Improving Clustering Based Sampling for Microprocessor Simulation. SBAC-PAD Yue Luo, Ajay Joshi, Aashish Phansalkar, Lizy Kurian John, Joydeep Ghosh
2005	—	`conf`	Gigascale ASIC/SoC design using wave-pipelined multiplexed (WPM) routing. SoCC Ajay Joshi, Jeffrey A. Davis
2005	B	`conf`	Measuring Program Similarity: Experiments with SPEC CPU Benchmark Suites. ISPASS Aashish Phansalkar, Ajay Joshi, Lieven Eeckhout, Lizy Kurian John
2005	—	`conf`	Wave-pipelined 2-slot time division multiplexed (WP/2-TDM) routing. ACM Great Lakes Symposium on VLSI Ajay Joshi, Jeffrey A. Davis
2005	J	`jnl`	Wave-pipelined multiplexed (WPM) routing for gigascale integration (GSI). IEEE Trans. Very Large Scale Integr. Syst. Ajay Joshi, Jeffrey A. Davis
2004	—	`conf`	A 2-slot time-division multiplexing (TDM) interconnect network for gigascale integration (GSI). SLIP Ajay Joshi, Jeffrey A. Davis