Cloud computing is emerging as an alternative computing platform to bridge the gap between scientists' growing computational demands and their computing capabilities. A scientist who wants to run HPCâ€¦ (More)

Over the last 50 years, conventional programming of the numerical controlled (NC) machine tools has been based on a data model stipulated by ISO 6983, or otherwise known as G-codes. It was designedâ€¦ (More)

This paper presents a fast Reinforcement Learning (RL) algorithm to solve Partially Observable Markov Decision Processes (POMDP) problem. The proposed algorithm is devised to provide a policy-makingâ€¦ (More)

For high-speed networks, it is important that fault management be proactiveâ€“i.e., detect, diagnose, and mitigate problems before they result in severe degradation of network performance. Proactiveâ€¦ (More)

This position paper discusses the evolution of multi-module neural net systems, where the number of neural net modules is up to ten million (i.e. an "artificial brain"). ATR's "CAM-Brain" Project [deâ€¦ (More)

If you mix lines and circles, what happens at the edge of the mixture? The problem is simply stated, but the answer is not obvious. Twenty years ago it was proposed that a universal topologicalâ€¦ (More)

For high-speed networks, it is important that fault management be proactive{i.e., detect, diagnose, and mitigate problems before they result in severe degradation of network performance. Proactiveâ€¦ (More)

In this article, a class of nonlinear evolution equations â€“ reactionâ€“diffusion equations with time delay â€“ is studied. By combining the domain decomposition technique and the finite differenceâ€¦ (More)