4 papers
Yaksha-Prashna: Understanding eBPF Bytecode Network Function Behavior
Animesh Singh, K Shiv Kumar, S. VenkataKeerthy +7
Many cloud infrastructure organizations increasingly rely on third-party eBPF-based network functions for use cases like security, observability, and load balancing, so that not ev…
COFO: COdeFOrces dataset for Program Classification, Recognition and Tagging
Kuldeep Gautam, S. VenkataKeerthy, Ramakrishna Upadrasta
In recent years, a lot of technological advances in computer science have aided software programmers to create innovative and real-time user-friendly software. With the creation of…
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity
S. VenkataKeerthy, Soumya Banerjee, Sayan Dey +5
Binary similarity involves determining whether two binary programs exhibit similar functionality, often originating from the same source code. In this work, we propose VexIR2Vec, a…
The Next 700 ML-Enabled Compiler Optimizations
S. VenkataKeerthy, Siddharth Jain, Umesh Kalvakuntla +6
There is a growing interest in enhancing compiler optimizations with ML models, yet interactions between compilers and ML frameworks remain challenging. Some optimizations require…