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Performance Evaluation and Characterization of Scalable Data Mining Algorithms

White Paper The paper evaluates the MineBench applications on an 8-way Shared Memory Parallel (SMP) machine and analyzes their important performance characteristics. Data mining has become one of the most essential... [01 Oct 2008]

Nswap: A Network Swapping Module for Linux Clusters

White Paper Cluster applications that process large amounts of data, such as parallel scientific or multimedia applications, are likely to cause swapping on individual cluster nodes. Network swapping allows any cluster node with... [01 Oct 2008]

Parallel Spectral Clustering Algorithm for Large-Scale Community Data Mining

White Paper Empirical study on a large community dataset obtained from Orkut demonstrates the scalability of the parallel spectral clustering algorithm. Unfortunately, spectral clustering suffers from the scalability problem in both... [01 Oct 2008]

Bandwidth-Enhanced Waste-Free Control Technique for Multi-Queue Network Buffers

White Paper They use parallel memory devices to increase the bandwidth. With today's growing network line-rates, memory bandwidth is an essential constraint to build high-speed network buffers. One... [10 Sep 2008]

Power-Aware Code Scheduling for Clusters of Active Disks

White Paper Each individual active disk (which includes an embedded processor, disk(s), caches, memory, and interconnect) can perform some application level processing; but, more importantly, the active disks can collectively... [11 Aug 2008]

DiSenS: Scalable Distributed Sensor Network Simulation

White Paper A key distinguishing feature of DiSenS is that it is implemented for distributed-memory parallel cluster systems. Simulation can be a very useful tool for developing, evaluating and analyzing sensor... [04 Aug 2008]

A Near Optimal Scheduler for Switch-Memory-Switch Routers

White Paper This paper presents a simple and near optimal randomized parallel scheduling algorithm for scheduling packets in routers based on the Switch-Memory-Switch (SMS) architecture, which emulates 'Output... [18 Jul 2008]

New Challenges in Dynamic Load Balancing

White Paper Data partitioning and load balancing are important components of parallel computations. Many different partitioning strategies have been developed, with great effectiveness in parallel applications.... [10 Jul 2008]

A Comparison of Task Pools for Dynamic Load Balancing of Irregular Algorithms

White Paper Results of these implementations measured on three different shared-memory systems are shown for a synthetic algorithm and the parallel hierarchical radiosity method. Since a static data distribution... [10 Jul 2008]

Evaluation of Load Balancing Strategies

White Paper The distributed memory parallel processing technology encourages researchers to attack computationally intensive problems using inexpensive network of workstations. But unfortunately, distributed... [10 Jul 2008]

A Parallel Iterative Linear System Solver With Dynamic Load Balancing

White Paper This paper describes the design and implementation of a parallel iterative linear system solver for distributed memory multicomputers and workstation clusters. It is capable of applying heterogeneous... [10 Jul 2008]

Object-Based Adaptive Load Balancing for MPI Programs

White Paper Parallel Computational Science and Engineering (CSE) applications often exhibit irregular structure and dynamic load patterns. Fortran) in message passing parallel programming paradigm (e.g. Object-based... [10 Jul 2008]

Dynamic Load Balancing Algorithms for Sequence Mining

White Paper This paper presents a parallel formulation of a serial sequential pattern discovery algorithm based on tree projection that uses a novel dynamic load balancing algorithm which is well suited for distributed... [10 Jul 2008]

Load Balancing Parallel Explicit State Model Checking

White Paper This paper first identifies some of the key concerns about the techniques and algorithms developed for parallel model checking; specifically, the inherent problem with load balancing and large queue sizes resultant in a... [10 Jul 2008]

Running HPL LINPACK on IBM p690 eServer pSeries Clusters With SP Switch2-PCI Interconnect

White Paper HPL uses MPI to run a single LINPACK calculation in parallel across multiple servers. This paper reflects the author's own experience running LINPACK on an affinity logically partitioned p690/SP Switch2-PCI cluster,... [03 Jul 2008]

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