• Introduced a new Task-flow machine architecture, based on the known data-driven philosophy, in order to alleviate the data-flow systems performance. (Successful simulation results are published in peer reviewed conference proceedings, and work was supported by the Sandia National Labs grants.
• Introduce a new hybrid neural network model as an image compression engine that competes with the well known state-of-the-art Wavelet technology. (Successful results are peer reviewed and published in the Soft Computing journal and IEEE conference proceedings, and the model is patented with the USA patent office; comparison results are also posted at: www.cs.nmt.edu/~hss/dc.htm
• Investigating the routing and admission control to manage connection requests over all-fiber-optics networks. (Successful results are published in peer reviewed IEEE/ACM conference proceedings.)
• Introduced a new wireless security protocol with novel encryption mechanism that exceeds the performance of the government standard algorithm (AES), ten machine code instructions per byte and resilient to super-user insider attack. It is considered at the core of a peer wireless security protocol to the CCMP US standard. (Successful results are peer reviewed and published in the journal of Network Security and ACM/IEEE conference proceedings, and four patents with the USA patent office). Funds from the New Mexico Tech Foundation office are currently provided (2012-2013) to develop the commercialization of three of my security patents issued by the US Patent office.
• Investigating the essential deployment of the limited resources wireless sensor networks (WSNs) in many future applications, focusing on the security and routing issues, while utilizing newly developed efficient security and routing algorithms. A prototype WSN model will be built and tested at New Mexico Tech. The investigation of the prototype WSN model is supported by NSF grant for three years, $160,00, to developed a sensor network lab where we carry out field experimentation to design a Smart Asynchronous Event Detection Wireless Sensor Network which might be used in many critical applications, e.g., forest-fire, boarder intrusion, tsunami, earth-quack, etc early detection systems)2012.
• Designing a smart Cloud Computing Manager that overlooks all activities of the system and provide an early warning for any anomalies based on the history of operations utilizing appropriate Neural/fussy systems models. Obtained a NASA $25,000 grant developing an experimental pilot model for validation of large scale manager future research.
• Introduced dynamic genericity in imperative domain languages (Ada like languages). The powerful generation of data structure is done via function calls, which guarantees the generation of the most sophisticated (e.g., stack of queues of stacks of lists of ... of integers/reals/complex...) at runtime. (work is published in peer reviewed conferences)
• Participated in the development of Arabic language search engine for different. We are trying to construct a corpus that enriches the current search engines to cope with different Arabic dialects in the Arabic native speaking countries. Our goal is to enhance the accuracy/speed of the query search and retrieval compared to the currently used search engines. Security applications would be at the top of the list. (Results are published at Information Processing & Management journal).