Shankar Balachandran

About Shankar Balachandran

Shankar Balachandran, With an exceptional h-index of 11 and a recent h-index of 7 (since 2020), a distinguished researcher at Indian Institute of Technology Madras, specializes in the field of VLSI Design Automation, Computer Architecture, Parallelization and Concurrency, Linear Algebra.

His recent articles reflect a diverse array of research interests and contributions to the field:

System, method, and apparatus for enhanced pointer identification and prefetching

Method and apparatus for leveraging simultaneous multithreading for bulk compute operations

Loop support extensions

Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction

REDUCT: Keep it close, keep it cool!: Efficient scaling of DNN inference on multi-core CPUs with near-cache compute

Supporting timely and context triggered prefetching in microprocessors

Proximu $: Efficiently scaling DNN inference in multi-core CPUs through near-cache compute

Characterization of Data Generating Neural Network Applications on x86 CPU Architecture

Shankar Balachandran Information

University

Position

Associate Professor Computer Science and Engineering

Citations(all)

435

Citations(since 2020)

182

Cited By

325

hIndex(all)

11

hIndex(since 2020)

7

i10Index(all)

15

i10Index(since 2020)

4

Email

University Profile Page

Indian Institute of Technology Madras

Google Scholar

View Google Scholar Profile

Shankar Balachandran Skills & Research Interests

VLSI Design Automation

Computer Architecture

Parallelization and Concurrency

Linear Algebra

Top articles of Shankar Balachandran

Title

Journal

Author(s)

Publication Date

System, method, and apparatus for enhanced pointer identification and prefetching

2023/12/21

Method and apparatus for leveraging simultaneous multithreading for bulk compute operations

2023/6/29

Loop support extensions

2022/3/31

Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction

55th IEEE/ACM International Symposium on Microarchitecture

Rahul Bera

Konstantinos Kanellopoulos

Shankar Balachandran

David Novo

Ataberk Olgun

...

2022/10/10

REDUCT: Keep it close, keep it cool!: Efficient scaling of DNN inference on multi-core CPUs with near-cache compute

Anant V Nori

Rahul Bera

Shankar Balachandran

Joydeep Rakshit

Om J Omer

...

2021/6/14

Supporting timely and context triggered prefetching in microprocessors

2020/11/24

Proximu $: Efficiently scaling DNN inference in multi-core CPUs through near-cache compute

arXiv preprint arXiv:2011.11695

Anant V Nori

Rahul Bera

Shankar Balachandran

Joydeep Rakshit

Om J Omer

...

2020/11/23

Characterization of Data Generating Neural Network Applications on x86 CPU Architecture

Antara Ganguly

Shankar Balachandran

Anant V Nori

Virendra Singh

Sreenivas Subramoney

2020/8/23

See List of Professors in Shankar Balachandran University(Indian Institute of Technology Madras)

Co-Authors

H-index: 25
Kamakoti Veezhinathan

Kamakoti Veezhinathan

Indian Institute of Technology Madras

H-index: 24
Karthik Raman

Karthik Raman

Indian Institute of Technology Madras

H-index: 6
Sajin Koroth

Sajin Koroth

Simon Fraser University

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