Grid Computing: The New Frontier of High Performance Computing

Thomas Sterling and Maciej Brodowicz
Center for Advanced Computing Research, California Institute of Technology
1200 E.California Blvd., MC158-79, Pasadena, CA, USA
MIND (Memory, Intelligence, and Network Device) is an advanced parallel computer architecture for high performance computing and scalable embedded processing. It is a Processor-in-Memory (PIM) architecture integrating both DRAM bit cells and CMOS logic devices on the same silicon die. MIND is multicore with multiple memory/processor nodes on each chip and supports global shared memory across systems of MIND components. MIND is distinguished from other PIM architectures in that it incorporates mechanisms for efficient support of a global parallel execution model based on the semantics of message-driven multithreaded split-transaction processing. MIND is designed to operate either in conjunction with other conventional microprocessors or in standalone arrays of like devices. It also incorporates mechanisms for fault tolerance, real time execution, and active power management. This paper describes the major elements and operational methods of the MIND architecture.
The immediate future of commercial computing is challenged by the combined trends of 1) the incoming disparity between memory bandwidth and processor speeds known as the "memory wall", and 2) the use of multicore processor chips. Processor clock speeds continue...