No photo of Siddharth Garg

Siddharth Garg

Assistant Professor

    20042020

    Research output per year

    If you made any changes in Pure these will be visible here soon.

    Research Output

    Filter
    Article

    Addressing process variations at the microarchitecture and system level

    Garg, S. & Marculescu, D., 2012, In : Foundations and Trends in Electronic Design Automation. 6, 3, p. 217-291 75 p.

    Research output: Contribution to journalArticle

    BadNets: Evaluating Backdooring Attacks on Deep Neural Networks

    Gu, T., Liu, K., Dolan-Gavitt, B. & Garg, S., 2019, In : IEEE Access. 7, p. 47230-47243 14 p., 8685687.

    Research output: Contribution to journalArticle

    Open Access

    Compact: On-chip compression of activations for low power systolic array based CNN acceleration

    Zhang, J., Raj, P., Zarar, S., Ambardekar, A. & Garg, S., Oct 2019, In : ACM Transactions on Embedded Computing Systems. 18, 5s, a47.

    Research output: Contribution to journalArticle

    Computing in the dark silicon era: Current trends and research challenges

    Shafique, M. & Garg, S., Apr 2017, In : IEEE Design and Test. 34, 2, p. 8-23 16 p., 7762141.

    Research output: Contribution to journalArticle

    Don’t Trust, Verify: A Verifiable Hardware Accelerator for Matrix Multiplication

    Collantes, M. I. M. & Garg, S., 2019, (Accepted/In press) In : IEEE Embedded Systems Letters.

    Research output: Contribution to journalArticle

    Enabling timing error resilience for low-power systolic-array based deep learning accelerators

    Zhang, J., Ghodsi, Z., Garg, S. & Rangineni, K., Apr 2020, In : IEEE Design and Test. 37, 2, p. 93-102 10 p., 8868188.

    Research output: Contribution to journalArticle

    Energy Storage and Regulation: An Analysis

    Fooladivanda, D., Rosenberg, C. & Garg, S., Jul 2016, In : IEEE Transactions on Smart Grid. 7, 4, p. 1813-1823 10 p., 7317811.

    Research output: Contribution to journalArticle

    Exploiting process variability in voltage/frequency control

    Herbert, S., Garg, S. & Marculescu, D., 2012, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 20, 8, p. 1392-1404 13 p., 5983425.

    Research output: Contribution to journalArticle

    Fault-Tolerant Systolic Array Based Accelerators for Deep Neural Network Execution

    Zhang, J. J., Basu, K. & Garg, S., Oct 2019, In : IEEE Design and Test. 36, 5, p. 44-53 10 p., 8709714.

    Research output: Contribution to journalArticle

    Fragility of the commons under prospect-theoretic risk attitudes

    Hota, A. R., Garg, S. & Sundaram, S., Jul 1 2016, In : Games and Economic Behavior. 98, p. 135-164 30 p.

    Research output: Contribution to journalArticle

    Learning-Based Power/Performance Optimization for Many-Core Systems with Extended-Range Voltage/Frequency Scaling

    Cai, E., Juan, D. C., Garg, S., Park, J. & Marculescu, D., Aug 2016, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 35, 8, p. 1318-1331 14 p., 7339672.

    Research output: Contribution to journalArticle

    Mitigating the impact of process variation on the performance of 3-D integrated circuits

    Garg, S. & Marculescu, D., 2013, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 21, 10, p. 1903-1914 12 p., 6410051.

    Research output: Contribution to journalArticle

    On the impact of manufacturing process variations on the lifetime of sensor networks

    Garg, S. & Marculescu, D., Jul 2012, In : Transactions on Embedded Computing Systems. 11, 2, 33.

    Research output: Contribution to journalArticle

    Reliable computing with ultra-reduced instruction set coprocessors

    Wang, D., Rajendiran, A., Ananthanarayanan, S., Patel, H., Tripunitara, M. V. & Garg, S., Nov 1 2014, In : IEEE Micro. 34, 6, p. 86-94 9 p., 06679035.

    Research output: Contribution to journalArticle

    Securing Hardware Accelerators: A New Challenge for High-Level Synthesis

    Pilato, C., Garg, S., Wu, K., Karri, R. & Regazzoni, F., Sep 2018, In : IEEE Embedded Systems Letters. 10, 3, p. 77-80 4 p., 8114281.

    Research output: Contribution to journalArticle

    Split manufacturing-based register transfer-level obfuscation

    Cui, X., Zhang, J. J., Wu, K., Garg, S. & Karri, R., Jan 2019, In : ACM Journal on Emerging Technologies in Computing Systems. 15, 1, 11.

    Research output: Contribution to journalArticle

    Statistical peak temperature prediction and thermal yield improvement for 3D chip multiprocessors

    Juan, D. C., Garg, S. & Marculescu, D., Aug 2014, In : ACM Transactions on Design Automation of Electronic Systems. 19, 4, 39.

    Research output: Contribution to journalArticle

    System-level leakage variability mitigation for MPSoC platforms using body-bias islands

    Garg, S. & Marculescu, D., 2012, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 20, 12, p. 2289-2301 13 p., 6075310.

    Research output: Contribution to journalArticle

    TaintHLS: High-Level Synthesis for Dynamic Information Flow Tracking

    Pilato, C., Wu, K., Garg, S., Karri, R. & Regazzoni, F., May 2019, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 38, 5, p. 798-808 11 p., 8356053.

    Research output: Contribution to journalArticle

    Technology-driven limits on runtime power management algorithms for multiprocessor systems-on-chip

    Garg, S., Marculescu, D. & Marculescu, R., Oct 2012, In : ACM Journal on Emerging Technologies in Computing Systems. 8, 4, 28.

    Research output: Contribution to journalArticle

    Thread Progress Equalization: Dynamically Adaptive Power-Constrained Performance Optimization of Multi-Threaded Applications

    Turakhia, Y., Liu, G., Garg, S. & Marculescu, D., Apr 1 2017, In : IEEE Transactions on Computers. 66, 4, p. 731-744 14 p., 7565594.

    Research output: Contribution to journalArticle

    Variability and Reliability Awareness in the Age of Dark Silicon

    Kriebel, F., Shafique, M., Rehman, S., Henkel, J. & Garg, S., Apr 2016, In : IEEE Design and Test. 33, 2, p. 59-67 9 p., 7115064.

    Research output: Contribution to journalArticle