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ORCIDAjay Joshi
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- Ajay J. Joshi — University of Minnesota, Twin Cities
- Ajay Jayant Joshi
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2020 – today
- 2024
[j34]Gilbert Jonatan
, Haeyoon Cho, Hyojun Son, Xiangyu Wu, Neal Livesay, Evelio Mora, Kaustubh Shivdikar, José L. Abellán, Ajay Joshi, David R. Kaeli, John Kim:
Scalability Limitations of Processing-in-Memory using Real System Evaluations. Proc. ACM Meas. Anal. Comput. Syst. 8(1): 5:1-5:28 (2024)- [c80]Chathura Rajapaksha, Leila Delshadtehrani, Richard Muri, Manuel Egele, Ajay Joshi:
IOMMU Deferred Invalidation Vulnerability: Exploit and Defense. DATE 2024: 1-6 - [c79]Ajay Joshi, Lynne Baillie, Carl Bettosi:
A Robot-Administered ICU Confusion Assessment with Brain-Computer Interface Control. HRI (Companion) 2024: 583-587 - [c78]Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi:
Mirage: An RNS-Based Photonic Accelerator for DNN Training. ISCA 2024: 73-87 - [c77]Rashmi S. Agrawal, Anantha P. Chandrakasan, Ajay Joshi:
HEAP: A Fully Homomorphic Encryption Accelerator with Parallelized Bootstrapping. ISCA 2024: 756-769 - [c76]Kaustubh Shivdikar, Nicolas Bohm Agostini, Malith Jayaweera, Gilbert Jonatan, José L. Abellán, Ajay Joshi, John Kim, David R. Kaeli:
NeuraChip: Accelerating GNN Computations with a Hash-based Decoupled Spatial Accelerator. ISCA 2024: 946-960 - [c75]Guowei Yang, Sina Karimi, Carlos A. Ríos Ocampo, Ayse K. Coskun, Ajay Joshi:
SOPHIE: A Scalable Recurrent Ising Machine Using Optically Addressed Phase Change Memory. MICRO 2024: 1548-1561 - [c74]Gilbert Jonatan, Haeyoon Cho, Hyojun Son, Xiangyu Wu, Neal Livesay, Evelio Mora, Kaustubh Shivdikar, José L. Abellán, Ajay Joshi, David R. Kaeli, John Kim:
Scalability Limitations of Processing-in-Memory using Real System Evaluations. SIGMETRICS/Performance (Abstracts) 2024: 63-64 - [i25]Farbin Fayza, Satyavolu Papa Rao, Darius Bunandar, Udit Gupta, Ajay Joshi:
Photonics for Sustainable Computing. CoRR abs/2401.05121 (2024) - [i24]Kaustubh Shivdikar, Nicolas Bohm Agostini, Malith Jayaweera, Gilbert Jonatan, José L. Abellán, Ajay Joshi, John Kim, David R. Kaeli:
NeuraChip: Accelerating GNN Computations with a Hash-based Decoupled Spatial Accelerator. CoRR abs/2404.15510 (2024) - 2023
- [b1]Rashmi Agrawal, Ajay Joshi:
On Architecting Fully Homomorphic Encryption-based Computing Systems. Synthesis Lectures on Computer Architecture, Springer 2023, ISBN 978-3-031-31753-8, pp. 1-76 - [j33]Cansu Demirkiran, Furkan Eris, Gongyu Wang, Jonathan Elmhurst, Nick Moore, Nicholas C. Harris, Ayon Basumallik, Vijay Janapa Reddi, Ajay Joshi, Darius Bunandar:
An Electro-Photonic System for Accelerating Deep Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 19(4): 30:1-30:31 (2023) - [j32]Neal Livesay, Gilbert Jonatan, Evelio Mora, Kaustubh Shivdikar, Rashmi Agrawal, Ajay Joshi, José L. Abellán, John Kim, David R. Kaeli:
Accelerating Finite Field Arithmetic for Homomorphic Encryption on GPUs. IEEE Micro 43(5): 55-63 (2023) - [j31]Furkan Eris, Marcia S. Louis, Kubra Eris, José Luis Abellán Miguel, Ajay Joshi:
Puppeteer: A Random Forest Based Manager for Hardware Prefetchers Across the Memory Hierarchy. ACM Trans. Archit. Code Optim. 20(1): 19:1-19:25 (2023) - [j30]Zahra Azad, Guowei Yang, Rashmi Agrawal, Daniel Petrisko, Michael Bedford Taylor, Ajay Joshi:
RISE: RISC-V SoC for En/Decryption Acceleration on the Edge for Homomorphic Encryption. IEEE Trans. Very Large Scale Integr. Syst. 31(10): 1523-1536 (2023) - [c73]Chathura Rajapaksha, Leila Delshadtehrani, Manuel Egele, Ajay Joshi:
SIGFuzz: A Framework for Discovering Microarchitectural Timing Side Channels. DATE 2023: 1-6 - [c72]Sadullah Canakci, Chathura Rajapaksha, Leila Delshadtehrani, Anoop Mysore Nataraja, Michael Bedford Taylor, Manuel Egele, Ajay Joshi:
ProcessorFuzz: Processor Fuzzing with Control and Status Registers Guidance. HOST 2023: 1-12 - [c71]Rashmi Agrawal, Leo de Castro, Guowei Yang, Chiraag Juvekar, Rabia Tugce Yazicigil, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Ajay Joshi:
FAB: An FPGA-based Accelerator for Bootstrappable Fully Homomorphic Encryption. HPCA 2023: 882-895 - [c70]Guowei Yang, Cansu Demirkiran, Zeynep Ece Kizilates, Carlos A. Ríos Ocampo, Ayse K. Coskun, Ajay Joshi:
Processing-in-Memory Using Optically-Addressed Phase Change Memory. ISLPED 2023: 1-6 - [c69]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:
GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic Encryption. MICRO 2023: 670-684 - [c68]Rashmi Agrawal, Leo de Castro, Chiraag Juvekar, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Ajay Joshi:
MAD: Memory-Aware Design Techniques for Accelerating Fully Homomorphic Encryption. MICRO 2023: 685-697 - [i23]Zahra Azad, Guowei Yang, Rashmi Agrawal, Daniel Petrisko, Michael B. Taylor, Ajay Joshi:
RISE: RISC-V SoC for En/decryption Acceleration on the Edge for Homomorphic Encryption. CoRR abs/2302.07104 (2023) - [i22]Cansu Demirkiran, Rashmi Agrawal, Vijay Janapa Reddi, Darius Bunandar, Ajay Joshi:
Leveraging Residue Number System for Designing High-Precision Analog Deep Neural Network Accelerators. CoRR abs/2306.09481 (2023) - [i21]Cansu Demirkiran, Lakshmi Nair, Darius Bunandar, Ajay Joshi:
A Blueprint for Precise and Fault-Tolerant Analog Neural Networks. CoRR abs/2309.10759 (2023) - [i20]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:
GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic Encryption. CoRR abs/2309.11001 (2023) - [i19]Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi:
Accelerating DNN Training With Photonics: A Residue Number System-Based Design. CoRR abs/2311.17323 (2023) - [i18]Farbin Fayza, Cansu Demirkiran, Hanning Chen, Che-Kai Liu, Avi Mohan, Hamza Errahmouni Barkam, Sanggeon Yun, Mohsen Imani, David Zhang, Darius Bunandar, Ajay Joshi:
Towards Efficient Hyperdimensional Computing Using Photonics. CoRR abs/2311.17801 (2023) - 2022
- [j29]Aditya Narayan, Yvain Thonnart, Pascal Vivet, Ayse K. Coskun, Ajay Joshi:
Architecting Optically Controlled Phase Change Memory. ACM Trans. Archit. Code Optim. 19(4): 48:1-48:26 (2022) - [c67]Yuhui Bao, Yifan Sun, Zlatan Feric, Michael Tian Shen, Micah Weston, José L. Abellán, Trinayan Baruah, John Kim, Ajay Joshi, David R. Kaeli:
NaviSim: A Highly Accurate GPU Simulator for AMD RDNA GPUs. PACT 2022: 333-345 - [c66]Sadullah Canakci, Nikolay Matyunin, Kalman Graffi, Ajay Joshi, Manuel Egele:
TargetFuzz: Using DARTs to Guide Directed Greybox Fuzzers. AsiaCCS 2022: 561-573 - [c65]Palash Das, Ajay Joshi, Hemangee K. Kapoor:
Hydra: A near hybrid memory accelerator for CNN inference. DATE 2022: 1017-1022 - [c64]Zahra Azad, Guowei Yang, Rashmi Agrawal, Daniel Petrisko, Michael B. Taylor, Ajay Joshi:
RACE: RISC-V SoC for En/decryption Acceleration on the Edge for Homomorphic Computation. ISLPED 2022: 13:1-13:6 - [c63]Kaustubh Shivdikar, Gilbert Jonatan, Evelio Mora, Neal Livesay, Rashmi Agrawal, Ajay Joshi, José L. Abellán, John Kim, David R. Kaeli:
Accelerating Polynomial Multiplication for Homomorphic Encryption on GPUs. SEED 2022: 61-72 - [i17]Furkan Eris, Marcia S. Louis, Kubra Eris, José L. Abellán, Ajay Joshi:
Puppeteer: A Random Forest-based Manager for Hardware Prefetchers across the Memory Hierarchy. CoRR abs/2201.12027 (2022) - [i16]Rashmi Agrawal, Leo de Castro, Guowei Yang, Chiraag Juvekar, Rabia Tugce Yazicigil, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Ajay Joshi:
FAB: An FPGA-based Accelerator for Bootstrappable Fully Homomorphic Encryption. CoRR abs/2207.11872 (2022) - [i15]Kaustubh Shivdikar, Gilbert Jonatan, Evelio Mora, Neal Livesay, Rashmi Agrawal, Ajay Joshi, José L. Abellán, John Kim, David R. Kaeli:
Accelerating Polynomial Multiplication for Homomorphic Encryption on GPUs. CoRR abs/2209.01290 (2022) - [i14]Sadullah Canakci, Chathura Rajapaksha, Anoop Mysore Nataraja, Leila Delshadtehrani, Michael B. Taylor, Manuel Egele, Ajay Joshi:
ProcessorFuzz: Guiding Processor Fuzzing using Control and Status Registers. CoRR abs/2209.01789 (2022) - 2021
- [j28]Boyou Zhou, Anmol Gupta, Rasoul Jahanshahi, Manuel Egele, Ajay Joshi:
A Cautionary Tale About Detecting Malware Using Hardware Performance Counters and Machine Learning. IEEE Des. Test 38(3): 39-50 (2021) - [j27]Sterling Ramroach, Ajay Joshi:
Accelerating Data-Parallel Neural Network Training with Weighted-Averaging Reparameterisation. Parallel Process. Lett. 31(2): 2150009:1-2150009:12 (2021) - [j26]Boyou Zhou, Aydan Aksoylar, Kyle Vigil, Ronen Adato, Jian Tan, Bennett B. Goldberg, M. Selim Ünlü, Ajay Joshi:
Hardware Trojan Detection Using Backside Optical Imaging. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(1): 24-37 (2021) - [c62]Leila Delshadtehrani, Sadullah Canakci, William Blair, Manuel Egele, Ajay Joshi:
FlexFilt: Towards Flexible Instruction Filtering for Security. ACSAC 2021: 646-659 - [c61]Sadullah Canakci, Leila Delshadtehrani, Furkan Eris, Michael Bedford Taylor, Manuel Egele, Ajay Joshi:
DirectFuzz: Automated Test Generation for RTL Designs using Directed Graybox Fuzzing. DAC 2021: 529-534 - [c60]Yenai Ma, Leila Delshadtehrani, Cansu Demirkiran, José L. Abellán, Ajay Joshi:
TAP-2.5D: A Thermally-Aware Chiplet Placement Methodology for 2.5D Systems. DATE 2021: 1246-1251 - [c59]Leila Delshadtehrani, Sadullah Canakci, Manuel Egele, Ajay Joshi:
SealPK: Sealable Protection Keys for RISC-V. DATE 2021: 1278-1281 - [c58]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:
GNNMark: A Benchmark Suite to Characterize Graph Neural Network Training on GPUs. ISPASS 2021: 13-23 - [c57]Michael Buch, Zahra Azad, Ajay Joshi, Vijay Janapa Reddi:
AI Tax in Mobile SoCs: End-to-end Performance Analysis of Machine Learning in Smartphones. ISPASS 2021: 96-106 - [c56]Zahra Azad, Rathijit Sen, Kwanghyun Park, Ajay Joshi:
Hardware Acceleration for DBMS Machine Learning Scoring: Is It Worth the Overheads? ISPASS 2021: 243-253 - [c55]Jaeguk Ahn, Jiho Kim, Hans Kasan, Zhixian Jin, Leila Delshadtehrani, WonJun Song, Ajay Joshi, John Kim:
Network-on-Chip Microarchitecture-based Covert Channel in GPUs. MICRO 2021: 565-577 - [i13]Aditya Narayan, Yvain Thonnart, Pascal Vivet, Ayse K. Coskun, Ajay Joshi:
Architecting Optically-Controlled Phase Change Memory. CoRR abs/2107.11516 (2021) - [i12]Cansu Demirkiran, Furkan Eris, Gongyu Wang, Jonathan Elmhurst, Nick Moore, Nicholas C. Harris, Ayon Basumallik, Vijay Janapa Reddi, Ajay Joshi, Darius Bunandar:
An Electro-Photonic System for Accelerating Deep Neural Networks. CoRR abs/2109.01126 (2021) - [i11]Leo de Castro, Rashmi Agrawal, Rabia Tugce Yazicigil, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Chiraag Juvekar, Ajay Joshi:
Does Fully Homomorphic Encryption Need Compute Acceleration? CoRR abs/2112.06396 (2021) - [i10]Leo de Castro, Rashmi Agrawal, Rabia Tugce Yazicigil, Anantha P. Chandrakasan, Vinod Vaikuntanathan, Chiraag Juvekar, Ajay Joshi:
Does Fully Homomorphic Encryption Need Compute Acceleration? IACR Cryptol. ePrint Arch. 2021: 1636 (2021) - 2020
- [j25]Negin Zaraee, Boyou Zhou, Kyle Vigil, Mohammad M. Shahjamali, Ajay Joshi, M. Selim Ünlü:
Gate-Level Validation of Integrated Circuits With Structured-Illumination Read-Out of Embedded Optical Signatures. IEEE Access 8: 70900-70912 (2020) - [j24]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:
BlackParrot: An Agile Open-Source RISC-V Multicore for Accelerator SoCs. IEEE Micro 40(4): 93-102 (2020) - [j23]Ayse K. Coskun, Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Aditya Narayan, Vaishnav Srinivas:
Cross-Layer Co-Optimization of Network Design and Chiplet Placement in 2.5-D Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 5183-5196 (2020) - [c54]Trinayan Baruah, Yifan Sun, Saiful A. Mojumder, José L. Abellán, Yash Ukidave, Ajay Joshi, Norman Rubin, John Kim, David R. Kaeli:
Valkyrie: Leveraging Inter-TLB Locality to Enhance GPU Performance. PACT 2020: 455-466 - [c53]Aditya Narayan, Yvain Thonnart, Pascal Vivet, Ajay Joshi, Ayse K. Coskun:
System-level Evaluation of Chip-Scale Silicon Photonic Networks for Emerging Data-Intensive Applications. DATE 2020: 1444-1449 - [c52]Sadullah Canakci, Leila Delshadtehrani, Boyou Zhou, Ajay Joshi, Manuel Egele:
Efficient Context-Sensitive CFI Enforcement Through a Hardware Monitor. DIMVA 2020: 259-279 - [c51]Trinayan Baruah, Yifan Sun, Ali Tolga Dinçer, Saiful A. Mojumder, José L. Abellán, Yash Ukidave, Ajay Joshi, Norman Rubin, John Kim, David R. Kaeli:
Griffin: Hardware-Software Support for Efficient Page Migration in Multi-GPU Systems. HPCA 2020: 596-609 - [c50]Aditya Narayan, Ajay Joshi, Ayse K. Coskun:
Bandwidth Allocation in Silicon-Photonic Networks Using Application Instrumentation. HPEC 2020: 1-2 - [c49]Leila Delshadtehrani, Sadullah Canakci, Boyou Zhou, Schuyler Eldridge, Ajay Joshi, Manuel Egele:
PHMon: A Programmable Hardware Monitor and Its Security Use Cases. USENIX Security Symposium 2020: 807-824 - [c48]Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Pranav Maneriker, Prann Bansal, Ajay Joshi:
LEAF-QA: Locate, Encode & Attend for Figure Question Answering. WACV 2020: 3501-3510 - [i9]Saiful A. Mojumder, Yifan Sun, Leila Delshadtehrani, Yenai Ma, Trinayan Baruah, José L. Abellán, John Kim, David R. Kaeli, Ajay Joshi:
HALCONE : A Hardware-Level Timestamp-based Cache Coherence Scheme for Multi-GPU systems. CoRR abs/2007.04292 (2020) - [i8]Furkan Eris, Sadullah Canakci, Cansu Demirkiran, Ajay Joshi:
Custom Tailored Suite of Random Forests for Prefetcher Adaptation. CoRR abs/2008.00176 (2020) - [i7]Saiful A. Mojumder, Yifan Sun, Leila Delshadtehrani, Yenai Ma, Trinayan Baruah, José L. Abellán, John Kim, David R. Kaeli, Ajay Joshi:
MGPU-TSM: A Multi-GPU System with Truly Shared Memory. CoRR abs/2008.02300 (2020) - [i6]Leila Delshadtehrani, Sadullah Canakci, Manuel Egele, Ajay Joshi:
Efficient Sealable Protection Keys for RISC-V. CoRR abs/2012.02715 (2020)
2010 – 2019
- 2019
- [j22]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 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 M. Tehranipoor, Aida Todri-Sanial, Marian Verhelst, Valerio Vignoli, Xiaoqing Wen, Jiang Xu, Wei Zhang, Zhengya Zhang, Jun Zhou, Mark Zwolinski, Stacey Weber:
Editorial TVLSI Positioning - Continuing and Accelerating an Upward Trajectory. IEEE Trans. Very Large Scale Integr. Syst. 27(2): 253-280 (2019) - [c47]Sterling Ramroach, Andrew Dhanoo, Brian Cockburn, Ajay Joshi:
CUDA Optimized Neural Network Predicts Blood Glucose Control from Quantified Joint Mobility and Anthropometrics. ICISDM 2019: 32-36 - [c46]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:
MGPUSim: enabling multi-GPU performance modeling and optimization. ISCA 2019: 197-209 - [i5]Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Pranav Maneriker, Prann Bansal, Ajay Joshi:
LEAF-QA: Locate, Encode & Attend for Figure Question Answering. CoRR abs/1907.12861 (2019) - [i4]Sterling Ramroach, Melford John, Ajay Joshi:
The efficacy of various machine learning models for multi-class classification of RNA-seq expression data. CoRR abs/1908.06817 (2019) - [i3]Sterling Ramroach, Andrew Dhanoo, Brian Cockburn, Ajay Joshi:
CUDA optimized Neural Network predicts blood glucose control from quantified joint mobility and anthropometrics. CoRR abs/1908.07847 (2019) - 2018
- [j21]Leila Delshadtehrani, Schuyler Eldridge, Sadullah Canakci, Manuel Egele, Ajay Joshi:
Nile: A Programmable Monitoring Coprocessor. IEEE Comput. Archit. Lett. 17(1): 92-95 (2018) - [c45]Boyou Zhou, Anmol Gupta, Rasoul Jahanshahi, Manuel Egele, Ajay Joshi:
Hardware Performance Counters Can Detect Malware: Myth or Fact? AsiaCCS 2018: 457-468 - [c44]Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Saiful A. Mojumder, Tiansheng Zhang:
Leveraging thermally-aware chiplet organization in 2.5D systems to reclaim dark silicon. DATE 2018: 1441-1446 - [c43]Ayse K. Coskun, Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Vaishnav Srinivas:
A cross-layer methodology for design and optimization of networks in 2.5D systems. ICCAD 2018: 101 - [c42]Saiful A. Mojumder, Marcia S. Louis, Yifan Sun, Amir Kavyan Ziabari, José L. Abellán, John Kim, David R. Kaeli, Ajay Joshi:
Profiling DNN Workloads on a Volta-based DGX-1 System. IISWC 2018: 122-133 - [i2]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:
MGSim + MGMark: A Framework for Multi-GPU System Research. CoRR abs/1811.02884 (2018) - 2017
- [j20]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:
Adaptive Tuning of Photonic Devices in a Photonic NoC Through Dynamic Workload Allocation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(5): 801-814 (2017) - [c41]Marcia S. Louis, Michael Alosco, Benjamin Rowland, HuiHun Liao, Joseph Wang, Inga Koerte, Martha Shenton, Robert Stern, Ajay Joshi, Alexander P. Lin:
Using Machine Learning techniques for identification of Chronic Traumatic Encephalopathy related Spectroscopic Biomarkers. AIPR 2017: 1-5 - [c40]Boyou Zhou, Manuel Egele, Ajay Joshi:
High-performance low-energy implementation of cryptographic algorithms on a programmable SoC for IoT devices. HPEC 2017: 1-6 - [i1]Zafar Takhirov, Joseph Wang, Marcia S. Louis, Venkatesh Saligrama, Ajay Joshi:
Field of Groves: An Energy-Efficient Random Forest. CoRR abs/1704.02978 (2017) - 2016
- [j19]José L. Abellán, Chao Chen, Ajay Joshi:
Electro-Photonic NoC Designs for Kilocore Systems. ACM J. Emerg. Technol. Comput. Syst. 13(2): 24:1-24:25 (2016) - [j18]Amir Kavyan Ziabari, Yifan Sun, Yenai Ma, Dana Schaa, José L. Abellán, Rafael Ubal, John Kim, Ajay Joshi, David R. Kaeli:
UMH: A Hardware-Based Unified Memory Hierarchy for Systems with Multiple Discrete GPUs. ACM Trans. Archit. Code Optim. 13(4): 35:1-35:25 (2016) - [j17]Mahmoud Zangeneh, Ajay Joshi:
Designing Tunable Subthreshold Logic Circuits Using Adaptive Feedback Equalization. IEEE Trans. Very Large Scale Integr. Syst. 24(3): 884-896 (2016) - [c39]Ayse K. Coskun, Anjun Gu, Warren Jin, Ajay Joshi, Andrew B. Kahng, Jonathan Klamkin, Yenai Ma, John Recchio, Vaishnav Srinivas, Tiansheng Zhang:
Cross-layer floorplan optimization for silicon photonic NoCs in many-core systems. DATE 2016: 1309-1314 - [c38]Zafar Takhirov, Joseph Wang, Venkatesh Saligrama, Ajay Joshi:
Energy-Efficient Adaptive Classifier Design for Mobile Systems. ISLPED 2016: 52-57 - 2015
- [j16]Daniel Jovan Sooknanan, Ajay Joshi:
Using GUI Design Theory to Develop an Open Source Touchscreen Smartphone GUI. Comput. Inf. Sci. 8(2): 43-57 (2015) - [j15]Chao Chen, José L. Abellán, Ajay Joshi:
Managing Laser Power in Silicon-Photonic NoC Through Cache and NoC Reconfiguration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(6): 972-985 (2015) - [c37]Schuyler Eldridge, Amos Waterland, Margo I. Seltzer, Jonathan Appavoo, Ajay Joshi:
Towards General-Purpose Neural Network Computing. PACT 2015: 99-112 - [c36]Boyou Zhou, Ronen Adato, Mahmoud Zangeneh, Tianyu Yang, Aydan Uyar, Bennett B. Goldberg, M. Selim Ünlü, Ajay Joshi:
Detecting hardware trojans using backside optical imaging of embedded watermarks. DAC 2015: 111:1-111:6 - [c35]T. Berkin Cilingiroglu, Mahmoud Zangeneh, Aydan Uyar, W. Clem Karl, Janusz Konrad, Ajay Joshi, Bennett B. Goldberg, M. Selim Ünlü:
Dictionary-based sparse representation for resolution improvement in laser voltage imaging of CMOS integrated circuits. DATE 2015: 597-600 - [c34]Amir Kavyan Ziabari, José L. Abellán, Rafael Ubal, Chao Chen, Ajay Joshi, David R. Kaeli:
Leveraging Silicon-Photonic NoC for Designing Scalable GPUs. ICS 2015: 273-282 - [c33]Amir Kavyan Ziabari, José L. Abellán, Yenai Ma, Ajay Joshi, David R. Kaeli:
Asymmetric NoC Architectures for GPU Systems. NOCS 2015: 25:1-25:8 - 2014
- [j14]Florian Raudies, Schuyler Eldridge, Ajay Joshi, Massimiliano Versace:
Learning to navigate in a virtual world using optic flow and stereo disparity signals. Artif. Life Robotics 19(2): 157-169 (2014) - [j13]Mahmoud Zangeneh, Ajay Joshi:
Design and Optimization of Nonvolatile Multibit 1T1R Resistive RAM. IEEE Trans. Very Large Scale Integr. Syst. 22(8): 1815-1828 (2014) - [c32]Mahmoud Zangeneh, Ajay Joshi:
Sub-threshold logic circuit design using feedback equalization. DATE 2014: 1-6 - [c31]Tiansheng Zhang, José L. Abellán, Ajay Joshi, Ayse K. Coskun:
Thermal management of manycore systems with silicon-photonic networks. DATE 2014: 1-6 - [c30]Schuyler Eldridge, Florian Raudies, David Zou, Ajay Joshi:
Neural network-based accelerators for transcendental function approximation. ACM Great Lakes Symposium on VLSI 2014: 169-174 - [c29]Chao Chen, Tiansheng Zhang, Pietro Contu, Jonathan Klamkin, Ayse K. Coskun, Ajay Joshi:
Sharing and placement of on-chip laser sources in silicon-photonic NoCs. NOCS 2014: 88-95 - 2013
- [c28]Zafar Takhirov, Bobak Nazer, Ajay Joshi:
Energy-efficient pass-transistor-logic using decision feedback equalization. ISLPED 2013: 335-340 - 2012
- [j12]Christopher Batten, Ajay Joshi, Vladimir Stojanovic, Krste Asanovic:
Designing Chip-Level Nanophotonic Interconnection Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(2): 137-153 (2012) - [j11]Zhen Wang, Mark G. Karpovsky, Ajay Joshi:
Secure Multipliers Resilient to Strong Fault-Injection Attacks Using Multilinear Arithmetic Codes. IEEE Trans. Very Large Scale Integr. Syst. 20(6): 1036-1048 (2012) - [j10]Zhen Wang, Mark G. Karpovsky, Ajay Joshi:
Nonlinear Multi-Error Correction Codes for Reliable MLC nand Flash Memories. IEEE Trans. Very Large Scale Integr. Syst. 20(7): 1221-1234 (2012) - [c27]Mahmoud Zangeneh, Ajay Joshi:
Performance and energy models for memristor-based 1T1R RRAM cell. ACM Great Lakes Symposium on VLSI 2012: 9-14 - [c26]Ajay Joshi, Chao Chen, Zafar Takhirov, Bobak Nazer:
A multi-layer approach to green computing: Designing energy-efficient digital circuits and manycore architectures. IGCC 2012: 1-3 - [c25]Zafar Takhirov, Bobak Nazer, Ajay Joshi:
Error mitigation in digital logic using a feedback equalization with schmitt trigger (FEST) circuit. ISQED 2012: 312-319 - [c24]Ajay Joshi:
Tutorial T8A: Designing Silicon-Photonic Communication Networks for Manycore Systems. VLSI Design 2012: 28 - 2011
- [c23]Zafar Takhirov, Bobak Nazer, Ajay Joshi:
A preliminary look at error avoidance in digital logic via feedback equalization. Allerton 2011: 1390-1391 - [c22]Jie Meng, Chao Chen, Ayse Kivilcim Coskun, Ajay Joshi:
Run-time energy management of manycore systems through reconfigurable interconnects. ACM Great Lakes Symposium on VLSI 2011: 43-48 - [c21]Zhen Wang, Mark G. Karpovsky, Ajay Joshi:
Influence of metallic tubes on the reliability of CNTFET SRAMs: error mechanisms and countermeasures. ACM Great Lakes Symposium on VLSI 2011: 359-362 - [c20]Chao Chen, Jie Meng, Ayse K. Coskun, Ajay Joshi:
Express Virtual Channels with Taps (EVC-T): A Flow Control Technique for Network-on-Chip (NoC) in Manycore Systems. Hot Interconnects 2011: 1-10 - 2010
- [c19]Zhen Wang, Mark G. Karpovsky, Ajay Joshi:
Reliable MLC NAND flash memories based on nonlinear t-error-correcting codes. DSN 2010: 41-50 - [c18]Scott Beamer, Chen Sun, Yong-Jin Kwon, Ajay Joshi, Christopher Batten, Vladimir Stojanovic, Krste Asanovic:
Re-architecting DRAM memory systems with monolithically integrated silicon photonics. ISCA 2010: 129-140
2000 – 2009
- 2009
- [j9]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:
Building Many-Core Processor-to-DRAM Networks with Monolithic CMOS Silicon Photonics. IEEE Micro 29(4): 8-21 (2009) - [c17]Ajay Joshi, Byungsub Kim, Vladimir Stojanovic:
Designing Energy-Efficient Low-Diameter On-Chip Networks with Equalized Interconnects. Hot Interconnects 2009: 3-12 - [c16]Zhen Wang, Mark G. Karpovsky, Berk Sunar, Ajay Joshi:
Design of Reliable and Secure Multipliers by Multilinear Arithmetic Codes. ICICS 2009: 47-62 - [c15]Scott Beamer, Krste Asanovic, Christopher Batten, Ajay Joshi, Vladimir Stojanovic:
Designing multi-socket systems using silicon photonics. ICS 2009: 521-522 - [c14]Ajay Joshi, Fred Chen, Vladimir Stojanovic:
A Modeling and exploration framework for interconnect network design in the nanometer era. NOCS 2009: 91 - [c13]Ajay Joshi, Christopher Batten, Yong-Jin Kwon, Scott Beamer, Imran Shamim, Krste Asanovic, Vladimir Stojanovic:
Silicon-photonic clos networks for global on-chip communication. NOCS 2009: 124-133 - 2008
- [j8]Nitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi:
Automatically countering imbalance and its empirical relationship to cost. Data Min. Knowl. Discov. 17(2): 225-252 (2008) - [j7]Yue Luo, Ajay Joshi, Aashish Phansalkar, Lizy Kurian John, Joydeep Ghosh:
Analysing and improving clustering based sampling for microprocessor simulation. Int. J. High Perform. Comput. Netw. 5(4): 200-214 (2008) - [j6]Ajay Joshi, Lieven Eeckhout, Robert H. Bell Jr., Lizy Kurian John:
Distilling the essence of proprietary workloads into miniature benchmarks. ACM Trans. Archit. Code Optim. 5(2): 10:1-10:33 (2008) - [c12]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:
Building Manycore Processor-to-DRAM Networks with Monolithic Silicon Photonics. Hot Interconnects 2008: 21-30 - 2007
- [j5]Aashish Phansalkar, Ajay Joshi, Lizy K. John:
Subsetting the SPEC CPU2006 benchmark suite. SIGARCH Comput. Archit. News 35(1): 69-76 (2007) - [j4]Ajay Joshi, Yue Luo, Lizy K. John:
Applying Statistical Sampling for Fast and Efficient Simulation of Commercial Workloads. IEEE Trans. Computers 56(11): 1520-1533 (2007) - [j3]Ajay Joshi, Gerald G. Lopez, Jeffrey A. Davis:
Design and Optimization of On-Chip Interconnects Using Wave-Pipelined Multiplexed Routing. IEEE Trans. Very Large Scale Integr. Syst. 15(9): 990-1002 (2007) - [c11]Aashish Phansalkar, Ajay Joshi, Lizy Kurian John:
Analysis of redundancy and application balance in the SPEC CPU2006 benchmark suite. ISCA 2007: 412-423 - [c10]Fred Chen, Ajay Joshi, Vladimir Stojanovic, Anantha P. Chandrakasan:
Scaling and evaluation of carbon nanotube interconnects for VLSI applications. Nano-Net 2007: 24 - 2006
- [j2]Ajay Joshi, Aashish Phansalkar, Lieven Eeckhout, Lizy Kurian John:
Measuring Benchmark Similarity Using Inherent Program Characteristics. IEEE Trans. Computers 55(6): 769-782 (2006) - [c9]Joshua J. Yi, Resit Sendag, Lieven Eeckhout, Ajay Joshi, David J. Lilja, Lizy Kurian John:
Evaluating Benchmark Subsetting Approaches. IISWC 2006: 93-104 - [c8]Ajay Joshi, Lieven Eeckhout, Robert H. Bell Jr., Lizy Kurian John:
Performance Cloning: A Technique for Disseminating Proprietary Applications as Benchmarks. IISWC 2006: 105-115 - [c7]Ajay Joshi, Joshua J. Yi, Robert H. Bell Jr., Lieven Eeckhout, Lizy Kurian John, David J. Lilja:
Evaluating the efficacy of statistical simulation for design space exploration. ISPASS 2006: 70-79 - [c6]Ajay Joshi, Vinita V. Deodhar, Jeffrey A. Davis:
Low Power Multilevel Interconnect Networks Using Wave-Pipelined Multiplexed (WPM) Routing. VLSI Design 2006: 773-776 - 2005
- [j1]Ajay Joshi, Jeffrey A. Davis:
Wave-pipelined multiplexed (WPM) routing for gigascale integration (GSI). IEEE Trans. Very Large Scale Integr. Syst. 13(8): 899-910 (2005) - [c5]Ajay Joshi, Jeffrey A. Davis:
Wave-pipelined 2-slot time division multiplexed (WP/2-TDM) routing. ACM Great Lakes Symposium on VLSI 2005: 446-451 - [c4]Aashish Phansalkar, Ajay Joshi, Lieven Eeckhout, Lizy Kurian John:
Measuring Program Similarity: Experiments with SPEC CPU Benchmark Suites. ISPASS 2005: 10-20 - [c3]Yue Luo, Ajay Joshi, Aashish Phansalkar, Lizy Kurian John, Joydeep Ghosh:
Analyzing and Improving Clustering Based Sampling for Microprocessor Simulation. SBAC-PAD 2005: 193-200 - [c2]Ajay Joshi, Jeffrey A. Davis:
Gigascale ASIC/SoC design using wave-pipelined multiplexed (WPM) routing. SoCC 2005: 137-142 - 2004
- [c1]Ajay Joshi, Jeffrey A. Davis:
A 2-slot time-division multiplexing (TDM) interconnect network for gigascale integration (GSI). SLIP 2004: 64-68
Coauthor Index
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