15-745 Spring 2020
Class Projects

Here are the class projects for 2020:

Optimizing Database Queries:

• Straight Line Vectorization on PL/PGSQL User-Defined Functions in a Compilation-Based In-Memory Database , Prithvi Gudapati and Tanuj Nayak
• Optimizing SQL Code with MLIR , Rohan Aggarwal and Amadou Ngom

Hardware-Specific Optimizations:

• Symbolic Range Analysis for Guiding the Insertion of Non-temporal Memory Instructions , Weihang Fan and William Liu
• Optimizing for PIM Architectures , Siddharth Sahay and Angela Li

Safety, Security, and Instrumentation:

• Compiler Optimizations to Prevent Side Channel Timing Attacks , Ashish Dwivedi and Santha Bhasuthkar
• From Heap to Stack , Daniel Anderon and Jatin Arora
• Addressing potential gaps for efficient memory address tracing in Contech's code instrumentation framework , Sharan Turlapati and Cyrus Daruwala

Optimizations for Machine Learning:

• Optimizing Loop Partitioning in TVM , Wuwei Lin and Yingjing Lu

Optimizing High-Level Application Behaviors:

• Distinctness Analysis for C++ in LLVM , En-Tien Hu and Yen-Shi Wang
• Compiler optimization for micro services in Cloud , Sanil Rao and Pil Jae Jang

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