Anish Krishnakumar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 23

Top Topics

Imitation Learning

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Anish Krishnakumar, Hanguang Yu, Tutu Ajayi, A. Alper Goksoy, Vishrut Pandey, Joshua Mack, Md Sahil Hassan, Kuan-Yu Chen, Chaitali Chakrabarti, Daniel W. Bliss, Ali Akoglu, Hun-Seok Kim, Ronald G. Dreslinski, David T. Blaauw, Ümit Y. Ogras
FALCON: An FPGA Emulation Platform for Domain-Specific SoCs (DSSoCs). IEEE Des. Test 41 (1) (2024)
Xing Chen, Anish Krishnakumar, Ümit Y. Ogras, Chaitali Chakrabarti
PED: Probabilistic Energy-efficient Deadline-aware scheduler for heterogeneous SoCs. J. Syst. Archit. 147 (2024)
Toygun Basaklar, A. Alper Goksoy, Anish Krishnakumar, Suat Gumussoy, Ümit Y. Ogras
DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Shruti Yadav Narayana, Jie Tong, Anish Krishnakumar, Nuriye Yildirim, Emily Shriver, Mahesh Ketkar, Ümit Y. Ogras
MQL: ML-Assisted Queuing Latency Analysis for Data Center Networks. ISPASS (2023)
Anish Krishnakumar, Ümit Y. Ogras, Radu Marculescu, Michael Kishinevsky, Trevor N. Mudge
Domain-Specific Architectures: Research Problems and Promising Approaches. ACM Trans. Embed. Comput. Syst. 22 (2) (2023)
Yigit Tuncel, Anish Krishnakumar, Aishwarya Lekshmi Chithra, Younghyun Kim, Ümit Y. Ogras
A Domain-Specific System-On-Chip Design for Energy Efficient Wearable Edge AI Applications. ISLPED (2022)
A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. IEEE Embed. Syst. Lett. 14 (1) (2022)
Anish Krishnakumar, Radu Marculescu, Ümit Y. Ogras
INDENT: Incremental Online Decision Tree Training for Domain-Specific Systems-on-Chip. ICCAD (2022)
A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. CoRR (2021)
Anish Krishnakumar, Ümit Y. Ogras
Performance analysis and optimization of decision tree classifiers on embedded devices: work-in-progress. EMSOFT (2021)
Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy, Sumit K. Mandal, Ümit Y. Ogras, Anderson L. Sartor, Radu Marculescu
Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy, Sumit K. Mandal, Ümit Y. Ogras, Anderson L. Sartor, Radu Marculescu
Runtime Task Scheduling using Imitation Learning for Heterogeneous Many-Core Systems. CoRR (2020)
Joshua Mack, Nirmal Kumbhare, Anish Krishnakumar, Ümit Y. Ogras, Ali Akoglu
User-Space Emulation Framework for Domain-Specific SoC Design. IPDPS Workshops (2020)
Sumit K. Mandal, Anish Krishnakumar, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion. ICCAD (2020)
Jaehyun Park, Ganapati Bhat, Anish Krishnakumar, Cemil S. Geyik, Ümit Y. Ogras, Hyung Gyu Lee
Energy per Operation Optimization for Energy-Harvesting Wearable IoT Devices. Sensors 20 (3) (2020)
Anderson L. Sartor, Anish Krishnakumar, Samet E. Arda, Ümit Y. Ogras, Radu Marculescu
HiLITE: Hierarchical and Lightweight Imitation Learning for Power Management of Embedded SoCs. IEEE Comput. Archit. Lett. 19 (1) (2020)
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Nirmal Kumbhare, Joshua Mack, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework. IEEE Trans. Computers 69 (8) (2020)
Sumit K. Mandal, Anish Krishnakumar, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion. CoRR (2020)
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Nirmal Kumbhare, Joshua Mack, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework. CoRR (2020)
Joshua Mack, Nirmal Kumbhare, Anish Krishnakumar, Ümit Y. Ogras, Ali Akoglu
User-Space Emulation Framework for Domain-Specific SoC Design. CoRR (2020)
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips. CoRR (2019)
Anish Krishnakumar, Ganapati Bhat, Jaehyun Park, Hyung Gyu Lee, Ümit Y. Ogras
Sensor-Classifier Co-Optimization for Wearable Human Activity Recognition Applications. ICESS (2019)
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
A simulation framework for domain-specific system-on-chips: work-in-progress. CODES+ISSS (2019)