Anish Krishnakumar

24 papers A 3B 1Misc 2Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Tutorial: A Novel Runtime Environment for Accelerator-Rich Heterogeneous Architectures.
ACM Trans. Embed. Comput. Syst.
Joshua Mack, Anish Krishnakumar, Ümit Y. Ogras, Ali Akoglu
2024 J jnl
FALCON: An FPGA Emulation Platform for Domain-Specific SoCs (DSSoCs).
IEEE Des. Test
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
2024 J jnl
PED: Probabilistic Energy-efficient Deadline-aware scheduler for heterogeneous SoCs.
J. Syst. Archit.
Xing Chen, Anish Krishnakumar, Ümit Y. Ogras, Chaitali Chakrabarti
2023 J jnl
DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips.
ACM Trans. Embed. Comput. Syst.
Toygun Basaklar, A. Alper Goksoy, Anish Krishnakumar, Suat Gumussoy, Ümit Y. Ogras
2023 J jnl
Domain-Specific Architectures: Research Problems and Promising Approaches.
ACM Trans. Embed. Comput. Syst.
Anish Krishnakumar, Ümit Y. Ogras, Radu Marculescu, Michael Kishinevsky, Trevor N. Mudge
2023 B conf
MQL: ML-Assisted Queuing Latency Analysis for Data Center Networks.
ISPASS
Shruti Yadav Narayana, Jie Tong, Anish Krishnakumar, Nuriye Yildirim, Emily Shriver, Mahesh Ketkar, Ümit Y. Ogras
2022 A conf
A Domain-Specific System-On-Chip Design for Energy Efficient Wearable Edge AI Applications.
ISLPED
Yigit Tuncel, Anish Krishnakumar, Aishwarya Lekshmi Chithra, Younghyun Kim, Ümit Y. Ogras
2022 J jnl
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs.
IEEE Embed. Syst. Lett.
A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2022 A conf
INDENT: Incremental Online Decision Tree Training for Domain-Specific Systems-on-Chip.
ICCAD
Anish Krishnakumar, Radu Marculescu, Ümit Y. Ogras
2021 J jnl
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs.
CoRR
A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2021 Misc conf
Performance analysis and optimization of decision tree classifiers on embedded devices: work-in-progress.
EMSOFT
Anish Krishnakumar, Ümit Y. Ogras
2020 J jnl
DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework.
CoRR
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Nirmal Kumbhare, Joshua Mack, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2020 J jnl
DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework.
IEEE Trans. Computers
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Nirmal Kumbhare, Joshua Mack, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2020 J jnl
Energy per Operation Optimization for Energy-Harvesting Wearable IoT Devices.
Sensors
Jaehyun Park, Ganapati Bhat, Anish Krishnakumar, Cemil S. Geyik, Ümit Y. Ogras, Hyung Gyu Lee
2020 J jnl
HiLITE: Hierarchical and Lightweight Imitation Learning for Power Management of Embedded SoCs.
IEEE Comput. Archit. Lett.
Anderson L. Sartor, Anish Krishnakumar, Samet E. Arda, Ümit Y. Ogras, Radu Marculescu
2020 A conf
Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion.
ICCAD
Sumit K. Mandal, Anish Krishnakumar, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
2020 J jnl
Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion.
CoRR
Sumit K. Mandal, Anish Krishnakumar, Raid Ayoub, Michael Kishinevsky, Ümit Y. Ogras
2020 J jnl
Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy, Sumit K. Mandal, Ümit Y. Ogras, Anderson L. Sartor, Radu Marculescu
2020 J jnl
Runtime Task Scheduling using Imitation Learning for Heterogeneous Many-Core Systems.
CoRR
Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy, Sumit K. Mandal, Ümit Y. Ogras, Anderson L. Sartor, Radu Marculescu
2020 — conf
User-Space Emulation Framework for Domain-Specific SoC Design.
IPDPS Workshops
Joshua Mack, Nirmal Kumbhare, Anish Krishnakumar, Ümit Y. Ogras, Ali Akoglu
2020 J jnl
User-Space Emulation Framework for Domain-Specific SoC Design.
CoRR
Joshua Mack, Nirmal Kumbhare, Anish Krishnakumar, Ümit Y. Ogras, Ali Akoglu
2019 Misc conf
A simulation framework for domain-specific system-on-chips: work-in-progress.
CODES+ISSS
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2019 — conf
Sensor-Classifier Co-Optimization for Wearable Human Activity Recognition Applications.
ICESS
Anish Krishnakumar, Ganapati Bhat, Jaehyun Park, Hyung Gyu Lee, Ümit Y. Ogras
2019 J jnl
Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips.
CoRR
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras