S. VenkataKeerthy

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Temporal Difference

Exploration Exploitation Tradeoff

Reinforcement Learning

Markov Decision Processes

Top Venues

Publications

S. VenkataKeerthy, Siddharth Jain, Umesh Kalvakuntla, Pranav Sai Gorantla, Rajiv Shailesh Chitale, Eugene Brevdo, Albert Cohen, Mircea Trofin, Ramakrishna Upadrasta
The Next 700 ML-Enabled Compiler Optimizations. CC (2024)
S. VenkataKeerthy, Yashas Andaluri, Sayan Dey, Soumya Banerjee, Ramakrishna Upadrasta
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity. CoRR (2023)
S. VenkataKeerthy, Siddharth Jain, Anilava Kundu, Rohit Aggarwal, Albert Cohen, Ramakrishna Upadrasta
RL4ReAl: Reinforcement Learning for Register Allocation. CC (2023)
S. VenkataKeerthy, Siddharth Jain, Umesh Kalvakuntla, Pranav Sai Gorantla, Rajiv Shailesh Chitale, Eugene Brevdo, Albert Cohen, Mircea Trofin, Ramakrishna Upadrasta
The Next 700 ML-Enabled Compiler Optimizations. CoRR (2023)
S. VenkataKeerthy, Siddharth Jain, Rohit Aggarwal, Albert Cohen, Ramakrishna Upadrasta
RL4ReAl: Reinforcement Learning for Register Allocation. CoRR (2022)
S. VenkataKeerthy, Yashas Andaluri, Sayan Dey, Rinku Shah, Praveen Tammana, Ramakrishna Upadrasta
Packet Processing Algorithm Identification using Program Embeddings. APNet (2022)
Shalini Jain, S. VenkataKeerthy, Rohit Aggarwal, Tharun Kumar Dangeti, Dibyendu Das, Ramakrishna Upadrasta
Reinforcement Learning assisted Loop Distribution for Locality and Vectorization. LLVM-HPC@SC (2022)
Shalini Jain, Yashas Andaluri, S. VenkataKeerthy, Ramakrishna Upadrasta
POSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning. CoRR (2022)
Shalini Jain, Yashas Andaluri, S. VenkataKeerthy, Ramakrishna Upadrasta
POSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning. ISPASS (2022)
S. VenkataKeerthy, Rohit Aggarwal, Shalini Jain, Maunendra Sankar Desarkar, Ramakrishna Upadrasta, Y. N. Srikant
IR2VEC: LLVM IR Based Scalable Program Embeddings. ACM Trans. Archit. Code Optim. 17 (4) (2020)