Explosive growth in DRAM capacities and the emergence of language-integrated query enable a new class of managed applications that perform complex query processing on huge volumes of data stored as collections of objects in the memory space of the application. While more flexible in terms of schema design and application development, this approach typically experiences sub-par query execution p...

Processing-in-memory (PIM) chips that integrate processor logic into memory devices offer a new opportunity for bridging the growing gap between processor and memory speeds, especially for applications with high memory-bandwidth requirements. The Data-IntensiVe Architecture (DIVA) system combines PIM memories with one or more external host processors and a PIM-to-PIM interconnect. DIVA increase...

Software running on an open architecture, such as the PC, is vulnerable to inspection and modification. This is a concern, as software may consist of or provide access to valuable information. As a result, several defenses against program understanding and modification have been proposed in literature. The approach discussed in this paper complements existing work and focuses on hiding the actu...

FlashMatrix is a matrix-oriented programming framework for general data analysis with high-level functional programming interface. It scales matrix operations beyond memory capacity by utilizing solid-state drives (SSDs) in non-uniform memory architecture (NUMA). It provides a small number of generalized matrix operations (GenOps) and reimplements a large number of matrix operations in the R fr...

In-memory databases can provide a significant performance advantage over disk-oriented databases since they avoid disk IO, and since their storage managers are built and optimized for complete memory residency. In this paper we describe the functionality of the Oracle TimesTen In-Memory Database – a full-featured memory optimized relational database. With SQL-92 and ACID compliance, TimesTen is...

In-memory databases can provide a significant performance advantage over disk-oriented databases since they avoid disk IO, and since their storage managers are built and optimized for complete memory residency. In this paper we describe the functionality of the Oracle TimesTen In-Memory Database – a full-featured memory optimized relational database. With SQL-92 and ACID compliance, TimesTen is...