atharvabhanage

Memory Team - Machine learning • Improved Opcode instruction segregation algorithm and developed automated vulnerability detection system using Isolated Forest. • Conducted unit testing on Google’s TCMalloc & Facebook’s Jemalloc, LLVMto analyzing behavior with buffer access to gain in-depth insights. Memory Team - Memory Management & Optimisation • Implemented a custom cache management system using general cache specifications. • Integrated this cache management system with DynamoRIO ,an instrumentation tool, to create clients that monitor custom function calls, focusing on malloc and free operations. • Generated empirical work loads using Fletbench, generating read/write operations and malloc/free activities. • Analyzed cache read and write backs, optimising memory management by determining efficient timings for freeing up space, improving efficiency by 9%.