Monika Shah

Nirma University | NU · Institute of Technology

During the last few years, we are witnessing increasing development in the Internet of Things (IoT) and big data. To address increasing workload complexity with better performance and to handle scalability issues of such applications, non-relational (NoSQL) has started taking the place of relational databases. With increasing load, it is challengin...

Android's security is one of the hot research topics in the current days. This is mainly due to the leakage of user's privacy information from third-party apps on mobile. Even after the permission model defined by Android we all are witnessing leakage of our critical information. This is mainly due to: 1) the permission model is proportionally coar...

Schema-free (flexible schema) is an attractive feature in the NoSQL document store, where users can access the database without referring to its schema. It reduces the stress of developers to design database schema and applications. Data modeling is defined as arranging application data using acceptable data structuring patterns and is the primary...

Advances in DNA sequencing technologies have revolutionized the field of genomics by providing solutions which are cost effective and provide high throughput. In the verge of achieving this goal researchers and academicians are putting efforts for optimizing bioinformatics operations using HPC and advanced computing. Sequence assembling is a primit...

In the current age of machine intelligence, computer literacy has been achieved in terms of its knowledge and ability of utilization at various stages. As compared to the urge of demanding for high computer functionalities as well as performance, the concern towards the cost in attaining such goals has been limited. The developers try to empower a...

Features of Human face is one of the unique biometrics used for identifying and recognizing humans. This makes face recognition system an integral component of numerous applications like identity verification of personnel at gates in many organizations, for controlled access of confidential resources, recognizing intruders by nationwide defense ins...

Sparse Matrix Vector Multiplication (SpMV) Ax=b is a well-known kernel in science, engineering, and web world. Harnessing large computing capabilities of GPU device, many sparse storage formats have been proposed to optimize performance of SpMV on GPU. Compressed Sparse Row (CSR), ELLPACK (ELL), Hybrid (HYB), and Aligned COO sparse storage formats...

Earth is widely covered by ocean. There are many calamities observed as a result of various unpredicted behaviour of ocean wave movements, and Landscaping under ocean along with response to weather change. These dynamic and drastic behaviours of oceans can be measured by various parameters like. The paper describes in depth learning of various conc...

Smith-Waterman is a well-known local sequence alignment algorithm that is used for finding regions of maximum similarity between two biological sequences and is known to be a highly compute intensive task. As it is based on dynamic programming it guarantees optimal results. But Dynamic Programming has its own drawbacks such as heavy memory consumpt...

This paper presents a new sparse matrix format ALIGNED_COO, an extension to COO format to optimize performance of large sparse matrix having skewed distribution of non-zero elements. Load balancing, alignment and synchronization free distribution of work load are three important factors to improve performance of sparse matrices representing power-l...

The central idea presented in this paper is to show the architecture and working of an Operating System running over the network, thus leading to global computing. "PROS", as it is named, provides transparency meaning it would work same as a real operating system on the PC without need of static installation. PROS would load up on the user's PC irr...