Phase 2: We evaluate the data transmission security in ad-hoc cloud systems using a modified steganography with deep learning usage to replace or enhance an image-hiding system. Phase 1: The ‘Ad-hoc Cloud System’ concept and deployment method were created using V-BOINC, a tool that allows developers to bypass application-level security checks, the implemented ad-hoc cloud system was compared Amazon AC2 and showed high evaluation rate in some matrices. This work intends to improve steganography in ad-hoc cloud systems using deep learning. Due to the COVID-19 out break,several businesses have had serious issues speeding up their cloud migration efforts. Meanwhile, substantial concerns were expressed about cloud security and privacy. The results of the assessment confirm, in our view, that it is worth to start this new field of work.Ĭloud computing’s automation, scalability, and availability were vital features in the early days of digital transformation. Circle has been useful to expose problems that need to be addressed. All previous ideas were tested through a complete and functional proof of concept, which is a prototype called Circle implementing a social network. The use of state-of-the-art patterns, such as Command Query Responsibility Segregation, helps to isolate domain events and persistence needs, while an API Gateway addresses communication.
RIPPLE BOINC SOFTWARE
The solution is new since it proposes a software engineering approach for developing “socialized services”, which, leveraging an asynchronous interaction model, creates a network of lightweight microservices that can be dynamically allocated and replicated through the network. However, our solution is completely different to current ones, since it does not create hyper-specialized muscles in client machines. The approach follows ideas already working in the field of volunteer computing, since it tries to socialize spare computing power in the infraused hardware that institutions and normal people own. Our research, coined as the "socialized architecture," presents a novel disruptive approach to completely transform the cloud as we know it today. However, an oligopoly sustaining the cloud may not be the best solution, since ethical problems such as privacy or even transferring data sovereignty could eventually happen.
Today, the cloud means a revolution within the Internet revolution.
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