Scientific Computing Books

1. Numerical Computing with MATLAB, by C. Moler.
2. Experiments with MATLAB, by C. Moler.

Scientific Computing Articles

HPCC

1. High-Performance Cloud Computing: A View of Scientific Applications.
2. Scientific computing using virtual high-performance computing: a case study using the Amazon Elastic Computing Cloud.
3. A Performance Analysis of EC2 Cloud Computing Services for Scientific Computing, by S. Osterman et al. (U. of Innsbruck & Delft)

Programming

1. Best Practices for Scientific Computing.