Current Projects

• Parallelizing super-fast eigensolver for HSS matrices.
• Optimizing variadic functions
• Parallel code generation for recursive linear algebra algorithms
• Resiliency of locks against unintended calls to lock release operations: SPAA'23 Paper, Slides (with: Dr. Milind Chabbi, Vivek Shahare)

Past Projects

• D2P: From Recursive Formulations to Distributed Memory Codes. This work is about auto-generation of distributed-memory implementations of shared-memory algorithms. Paper (ACM DL)

(The technical report of a part of this project can be found here)
• SPIRIT - A framework for creating distributed recursive tree applications. The source code is available under the DM folder of Treelogy sourcecode. Paper (ACM DL)
• Treelogy - A Benchmark Suite and an Ontology for Tree Traversal Algorithms. Paper (IEEE Xplore)
• Hybrid CPU-GPU scheduling and execution of tree traversals - Scheduling optimization for tree traversal algorithms executing on GPUs. Paper (ACM DL)
• WaSP - Ensemble-based, Warm-Starting Parameter Initialization for Training of Deep Neural Network Models.