Asif Ali Khan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 37

Top Topics

Statistical Model

Top Venues

IEEE Trans. Computers

IEEE Comput. Archit. Lett.

ACM Trans. Embed. Comput. Syst.

Publications

João Paulo C. de Lima, Asif Ali Khan, Luigi Carro, Jerónimo Castrillón
Full-Stack Optimization for CAM-Only DNN Inference. DATE (2024)
João Paulo C. de Lima, Asif Ali Khan, Luigi Carro, Jerónimo Castrillón
Full-Stack Optimization for CAM-Only DNN Inference. CoRR (2024)
Preston Brazzle, Benjamin F. Morris III, Evan McKinney, Peipei Zhou, Jingtong Hu, Asif Ali Khan, Alex K. Jones
Towards Error Correction for Computing in Racetrack Memory. CoRR (2024)
Asif Ali Khan, João Paulo C. de Lima, Hamid Farzaneh, Jerónimo Castrillón
The Landscape of Compute-near-memory and Compute-in-memory: A Research and Commercial Overview. CoRR (2024)
Hamid Farzaneh, João Paulo Cardoso de Lima, Mengyuan Li, Asif Ali Khan, Xiaobo Sharon Hu, Jerónimo Castrillón
C4CAM: A Compiler for CAM-based In-memory Accelerators. ASPLOS (3) (2024)
Asif Ali Khan, Fazal Hameed, Taha Shahroodi, Alex K. Jones, Jerónimo Castrillón
Efficient Memory Layout for Pre-Alignment Filtering of Long DNA Reads Using Racetrack Memory. IEEE Comput. Archit. Lett. 23 (1) (2024)
Arif Ali Khan, Davide Taibi, Cécile M. Perrault, Asif Ali Khan
Advancing Quantum Software Engineering: A Vision of Hybrid Full-Stack Iterative Model. CoRR (2024)
Jörg Henkel, Lokesh Siddhu, Lars Bauer, Jürgen Teich, Stefan Wildermann, Mehdi B. Tahoori, Mahta Mayahinia, Jerónimo Castrillón, Asif Ali Khan, Hamid Farzaneh, João Paulo C. de Lima, Jian-Jia Chen, Christian Hakert, Kuan-Hsun Chen, Chia-Lin Yang, Hsiang-Yun Cheng
Special Session - Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications. CASES (2023)
Hamid Farzaneh, João Paulo Cardoso de Lima, Mengyuan Li, Asif Ali Khan, Xiaobo Sharon Hu, Jerónimo Castrillón
C4CAM: A Compiler for CAM-based In-memory Accelerators. CoRR (2023)
Carlos Escuin, Asif Ali Khan, Pablo Ibáñez, Teresa Monreal, Jerónimo Castrillón, Víctor Viñals
Compression-Aware and Performance-Efficient Insertion Policies for Long-Lasting Hybrid LLCs. HPCA (2023)
Malik Zaib Alam, Asif Ali Khan, Adeel Ahmad, Haneef Khan, Mohammad Rafeek Khan, Ishan Budhiraja, Nagendra Yasmani
Investigation of Cloud Forensic Incidents in Cloud Architecture for 6G Networks. ANTS (2023)
Asif Ali Khan, Hamid Farzaneh, Karl F. A. Friebel, Lorenzo Chelini, Jerónimo Castrillón
CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms. CoRR (2023)
Asif Ali Khan, Sébastien Ollivier, Fazal Hameed, Jerónimo Castrillón, Alex K. Jones
DownShift: Tuning Shift Reduction With Reliability for Racetrack Memories. IEEE Trans. Computers 72 (9) (2023)
Christian Hakert, Asif Ali Khan, Kuan-Hsun Chen, Fazal Hameed, Jerónimo Castrillón, Jian-Jia Chen
ROLLED: Racetrack Memory Optimized Linear Layout and Efficient Decomposition of Decision Trees. IEEE Trans. Computers 72 (5) (2023)
Fazal Hameed, Asif Ali Khan, Jerónimo Castrillón
ALPHA: A Novel Algorithm-Hardware Co-Design for Accelerating DNA Seed Location Filtering. IEEE Trans. Emerg. Top. Comput. 10 (3) (2022)
Fazal Hameed, Asif Ali Khan, Sébastien Ollivier, Alex K. Jones, Jerónimo Castrillón
DNA Pre-alignment Filter using Processing Near Racetrack Memory. CoRR (2022)
Asif Ali Khan, Sébastien Ollivier, Stephen Longofono, Gerald Hempel, Jerónimo Castrillón, Alex K. Jones
Brain-inspired Cognition in Next-generation Racetrack Memories. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Adam Siemieniuk, Lorenzo Chelini, Asif Ali Khan, Jerónimo Castrillón, Andi Drebes, Henk Corporaal, Tobias Grosser, Martin Kong
OCC: An Automated End-to-End Machine Learning Optimizing Compiler for Computing-In-Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Joonas Multanen, Kari Hepola, Asif Ali Khan, Jerónimo Castrillón, Pekka Jääskeläinen
Energy-Efficient Instruction Delivery in Embedded Systems With Domain Wall Memory. IEEE Trans. Computers 71 (9) (2022)
Carlos Escuin, Asif Ali Khan, Pablo Ibáñez, Teresa Monreal, Víctor Viñals, Jerónimo Castrillón
HyCSim: A rapid design space exploration tool for emerging hybrid last-level caches. DroneSE/RAPIDO@HiPEAC (2022)
Fazal Hameed, Asif Ali Khan, Sébastien Ollivier, Alex K. Jones, Jerónimo Castrillón
DNA Pre-Alignment Filter Using Processing Near Racetrack Memory. IEEE Comput. Archit. Lett. 21 (2) (2022)
Asif Ali Khan, Sébastien Ollivier, Stephen Longofono, Gerald Hempel, Jerónimo Castrillón, Alex K. Jones
Brain-inspired Cognition in Next Generation Racetrack Memories. CoRR (2021)
Fazal Hameed, Asif Ali Khan, Jerónimo Castrillón
Improving the Performance of Block-based DRAM Caches Via Tag-Data Decoupling. IEEE Trans. Computers 70 (11) (2021)
Christian Hakert, Asif Ali Khan, Kuan-Hsun Chen, Fazal Hameed, Jerónimo Castrillón, Jian-Jia Chen
BLOwing Trees to the Ground: Layout Optimization of Decision Trees on Racetrack Memory. DAC (2021)
Asif Ali Khan, Norman A. Rink, Fazal Hameed, Jerónimo Castrillón
Optimizing Tensor Contractions for Embedded Devices with Racetrack and DRAM Memories. ACM Trans. Embed. Comput. Syst. 19 (6) (2020)
Robin Bläsing, Asif Ali Khan, Panagiotis Ch. Filippou, Chirag Garg, Fazal Hameed, Jerónimo Castrillón, Stuart S. P. Parkin
Magnetic Racetrack Memory: From Physics to the Cusp of Applications Within a Decade. Proc. IEEE 108 (8) (2020)
Asif Ali Khan, Hauke Mewes, Tobias Grosser, Torsten Hoefler, Jerónimo Castrillón
Polyhedral Compilation for Racetrack Memories. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Asif Ali Khan, Fazal Hameed, Robin Bläsing, Stuart S. P. Parkin, Jerónimo Castrillón
ShiftsReduce: Minimizing Shifts in Racetrack Memory 4.0. ACM Trans. Archit. Code Optim. 16 (4) (2020)
Asif Ali Khan, Andrés Goens, Fazal Hameed, Jerónimo Castrillón
Generalized Data Placement Strategies for Racetrack Memories. DATE (2020)
Joonas Multanen, Pekka Jääskeläinen, Asif Ali Khan, Fazal Hameed, Jerónimo Castrillón
SHRIMP: Efficient Instruction Delivery with Domain Wall Memory. ISLPED (2019)
Asif Ali Khan, Norman A. Rink, Fazal Hameed, Jerónimo Castrillón
Optimizing tensor contractions for embedded devices with racetrack memory scratch-pads. LCTES (2019)
Asif Ali Khan, Andres Goens, Fazal Hameed, Jerónimo Castrillón
Generalized Data Placement Strategies for Racetrack Memories. CoRR (2019)
Asif Ali Khan, Fazal Hameed, Robin Bläsing, Stuart S. P. Parkin, Jerónimo Castrillón
ShiftsReduce: Minimizing Shifts in Racetrack Memory 4.0. CoRR (2019)
Asif Ali Khan, Fazal Hameed, Robin Bläsing, Stuart S. P. Parkin, Jerónimo Castrillón
RTSim: A Cycle-Accurate Simulator for Racetrack Memories. IEEE Comput. Archit. Lett. 18 (1) (2019)
Asif Ali Khan, Fazal Hameed, Jerónimo Castrillón
NVMain Extension for Multi-Level Cache Systems. RAPIDO (2018)
Fazal Hameed, Asif Ali Khan, Jerónimo Castrillón
Performance and Energy-Efficient Design of STT-RAM Last-Level Cache. IEEE Trans. Very Large Scale Integr. Syst. 26 (6) (2018)
Muhammad Akram, M. Ishaq Bhatti, Muhammad Ashfaq, Asif Ali Khan
New approach to Forecasting Agro-based statistical models. J. Stat. Theory Appl. 15 (4) (2016)
Asif Ali Khan, Syed Faiz Akbar Shah, Fahad Ullah, Nasru Minallah
Visual category recognition for the improved storage and retrieval performance of the CCTV camera system. HIS (2012)