Session

DescriptionIn/near-memory innovations for emerging workloads push the boundaries of performance and energy efficiency. The first two papers present accelerators for Open Modification Search and point cloud range search. The next three papers discuss graph mining, including an asynchronous callback interface for triangle counting, a data management system for regular path queries, and learned indexes for variable-length keys. The sixth paper presents hardware-managed DRAM caching using a Gaussian mixture model for CXL-enabled memory expansion. Finally, the last two papers introduce adaptive resource allocation for SmartNICs and a framework for optimizing PIM execution sequences using parallel data preparation.