Browse by IITH Authors

Article

Mittal, Sparsh (2020) A survey of FPGA-based accelerators for convolutional neural networks. Neural Computing and Applications, 32 (4). ISSN 0941-0643

Mittal, Sparsh (2020) A survey on evaluating and optimizing performance of Intel Xeon Phi. Concurrency and Computation: Practice and Experience, 32 (19). ISSN 1532-0626

Inukonda, Maruthi S and Mittal, Sparsh and Kottapalli, Sai Harsha (2019) A Solution Architecture of Bare-metal As A Service Cloud using Open-source Tools. Research Gate.

Mittal, Sparsh and Vaishay, Shraiysh (2019) A Survey of Techniques for Optimizing Deep Learning on GPUs. Journal of Systems Architecture. p. 101635. ISSN 13837621

Mittal, Sparsh (2019) A Survey on optimized implementation of deep learning models on the NVIDIA Jetson platform. Journal of Systems Architecture. ISSN 1383-7621 (In Press)

Mittal, Sparsh and Mattela, Venkat (2019) A survey of techniques for improving efficiency of mobile web browsing. Concurrency and Computation: Practice and Experience. ISSN 1532-0626 (In Press)

Mittal, Sparsh (2019) A survey on applications and architectural-optimizations of Micron’s Automata Processor. Journal of Systems Architecture, 98. pp. 135-164. ISSN 13837621

Mittal, Sparsh and Nag, Subhrajit (2018) A Survey of Encoding Techniques for Reducing Data-Movement Energy. Journal of Systems Architecture. ISSN 1383-7621 (In Press)

Mittal, Sparsh (2018) A Survey of ReRAM-Based Architectures for Processing-In-Memory and Neural Networks. Machine Learning and Knowledge Extraction, 1 (1). pp. 75-114. ISSN 2504-4990

Umesh, Sumanth and Mittal, Sparsh (2018) A Survey of Spintronic Architectures for Processing-in-Memory and Neural Networks. Journal of Systems Architecture. ISSN 1383-7621 (In Press)

Mittal, Sparsh and Abhinaya, S. B. and Reddy, Manish and Ali, Irfan (2018) A Survey of Techniques for Improving Security of GPUs. Journal of Hardware and Systems Security, 2 (3). pp. 266-285. ISSN 2509-3428

Mittal, Sparsh and Alsalibi, Ahmed Izzat (2018) A Survey of Techniques for Improving Security of Non-volatile Memories. Journal of Hardware and Systems Security, 2 (2). pp. 179-200. ISSN 2509-3428

Alsalibi, Ahmed Izzat and Mittal, Sparsh and Al-Betar, Mohammed Azmi and Sumari, Putra Bin (2018) A survey of techniques for architecting SLC/MLC/TLC hybrid Flash memory-based SSDs. Concurrency and Computation: Practice and Experience. e4420. ISSN 1532-0626

Mittal, Sparsh (2018) A survey of techniques for dynamic branch prediction. Concurrency and Computation: Practice and Experience. ISSN 1532-0626 (In Press)

Mittal, Sparsh and Inukonda, Maruthi S (2018) A survey of techniques for improving error-resilience of DRAM. Journal of Systems Architecture, 91. pp. 11-40. ISSN 1383-7621

Mittal, Sparsh and Wang, Rujia and Vetter, Jeffrey (2017) DESTINY: A Comprehensive Tool with 3D and Multi-Level Cell Memory Modeling Capability. Journal of Low Power Electronics and Applications, 7 (3). p. 23. ISSN 2079-9268

Wang, R and Mittal, Sparsh and Zhang, Y (2017) Decongest: Accelerating Super-Dense PCM under Write Disturbance by Hot Page Remapping. IEEE Computer Architecture Letters, 99. PP. ISSN 1556-6056 (In Press)

Mittal, Sparsh (2017) A Survey of Soft-Error Mitigation Techniques for Non-Volatile Memories. Computers, 6 (1). p. 8. ISSN 2073-431X

Mittal, Sparsh (2017) A Survey of Techniques for Cache Partitioning in Multicore Processors. ACM Computing Surveys, 50 (2). pp. 1-39. ISSN 03600300

Mittal, Sparsh (2017) A Survey of Value Prediction Techniques for Leveraging Value Locality. Concurrency and Computation: Practice and Experience, 29 (21). e4250. ISSN 1532-0626

Zhu, Guoliang and Lu, Kai and Wang, Xiaoping and Zhang, Yiming and Zhang, Pengfei and Mittal, Sparsh (2017) SwapX: An NVM-Based Hierarchical Swapping Framework. IEEE Access, 5. pp. 16383-16392. ISSN 2169-3536

Mittal, Sparsh and Vetter, J S and Jiang, L (2016) Addressing Read-disturbance Issue in STT-RAM by Data Compression and Selective Duplication. IEEE Computer Architecture Letters. pp. 1-4. ISSN 1556-6056 (In Press)

Mittal, Sparsh (2016) A Survey of Techniques for Architecting Processor Components Using Domain-Wall Memory. ACM Journal on Emerging Technologies in Computing Systems, 13 (2). pp. 1-25. ISSN 1550-4832

Mittal, Sparsh (2016) A Survey of Techniques for Architecting TLBs. Concurrency and Computation: Practice and Experience. pp. 1-35. ISSN 1532-0626

Book Section

Shrivastava, Kakul and Inukonda, Maruthi S and Mittal, Sparsh (2019) Hardware-Software Stack for an RC car for testing autonomous driving algorithms. In: Hardware-Software Stack for an RC car for testing autonomous driving algorithms. UNSPECIFIED. (In Press)

Mittal, Sparsh (2019) Mitigating Read Disturbance Errors in STT-RAM Caches by Using Data Compression. In: Nanoelectronics. Elsevier, pp. 133-152. ISBN 978-0-12-813353-8

Conference or Workshop Item

Jha, Nandan Kumar and Saini, Rajat and Nag, Subhrajit and Mittal, Sparsh (2020) E2GC: Energy-efficient Group Convolution in Deep Neural Networks. In: Proceedings - 33rd International Conference on VLSI Design, VLSID 2020 - Held concurrently with 19th International Conference on Embedded Systems, 4 January -8 January 2020.

Wang, Haonan et. al. and Ibrahim, Mohamed and Mittal, Sparsh and Jog, Adwait (2019) Address-stride assisted approximate load value prediction in GPUs. In: 33rd ACM International Conference on Supercomputing, ICS, 26 June 2019, Phoenix, United States.

Jha, Nandan Kumar and Saini, Rajat and Mittal, Sparsh and et al, . (2019) E2GC: Energy-efficient Group Convolution in Deep Neural Networks. In: 33rd International Conference on VLSI Design & The 19th International Conference on Embedded Design, 4 – 8 January 2020, Bengaluru, India.

Jha, Nandan Kumar and Mittal, Sparsh and Mattela, Govardhan (2019) The Ramifications of Making Deep Neural Networks Compact. In: 32nd International Conference on VLSI Design, VLSID, 5-9 January 2019, New Delhi, India.

Mittal, Sparsh and Bishnoi, Rajendra and Oboril, Fabian and Wang, Haonan et. al. (2017) Architecting SOT-RAM Based GPU Register File. In: IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 3-5 July 2017, Bochum, Germany.

Jiang, L and Mittal, Sparsh and Wen, W (2017) Building a Fast and Power Efficient Inductive Charge Pump System for 3D Stacked Phase Change Memories. In: 27th Great Lakes Symposium on VLSI, GLSVLSI, 10-12, May 2017, Banff; Canada.

Mittal, Sparsh and Wang, H and Jog, A and Vetter, J S (2017) Design and Analysis of Soft-Error Resilience Mechanisms for GPU Register File. In: International Conference on VLSI Design (VLSID), Hyderabad, India.

Thesis

Saini, Rajat and Mittal, Sparsh (2019) Employing Attention Mechanism for Compute-efficient Design of Compact DNNs. Masters thesis, Indian institute of technology Hyderabad.

Buswala, Dinesh and Mittal, Sparsh (2018) ApproxVision: Approximating the Image By Exploiting the Limitations of Human Visual System. Masters thesis, Indian Institute of Technology Hyderabad.

Other

Mittal, Sparsh (2020) A Survey on Modeling and Improving Reliability of DNN Algorithms and Accelerators. Elsevier.