Abstract
Multiple applications of cloud servicing can be seen in the field of logical programming as well as IT industries. Complex computations over local machines may demand for plenty of system resources thereby delaying the data processing operations. In order to achieve speed in processing one must opt for cloud computing techniques. Extensive maneuver of cloud services is desirable for scientific computation of user data and application. This will require a platform designed in a way to meet the specific requirements of individual users, providing an ease for moving their data and applications over different devices. Symbolic-Numeric Computation using cloud service platform is presented in the paper. In this approach user tasks are presented in the form of symbolic expressions using languages like Java, C/C++, APIs etc. Proposed work employs Python programming for carrying out compilation process.
Highlights
Countless services are offered by the cloud computing platforms ranging from storage of data and network resources securely to software and analytics
Three types of cloud services are presented by the providers namely- Infrastructure as a Service (IaaS), Platform as a Service (PaaS) and Software as a Service (SaaS)
Advantages of Cloud Computing ➢ Reduced cost: Overall cost of maintaining the complex servers and bulky datacenters is eliminated. ➢ High Performance: Networking interfaces of invulnerable datacenters those are routinely upgraded to the recent versions are employed for the largest computations, thereby providing a few advantages against the solitary corporate data centers such as superior economies of scale and lowered latency of the networks. ➢ More reliable: The data can be stored on multiple networking sites offered by cloud services, thereby eliminating the threat of losing crucial data
Summary
Countless services are offered by the cloud computing platforms ranging from storage of data and network resources securely to software and analytics. Three types of cloud services are presented by the providers namely- Infrastructure as a Service (IaaS), Platform as a Service (PaaS) and Software as a Service (SaaS). A. Advantages of Cloud Computing ➢ Reduced cost: Overall cost of maintaining the complex servers and bulky datacenters is eliminated. ➢ High Performance: Networking interfaces of invulnerable datacenters those are routinely upgraded to the recent versions are employed for the largest computations, thereby providing a few advantages against the solitary corporate data centers such as superior economies of scale and lowered latency of the networks. ➢ More reliable: The data can be stored on multiple networking sites offered by cloud services, thereby eliminating the threat of losing crucial data. As well as recovery and backing up process becomes inexpensive and effortless
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