Resource monitoring framework for big raw data processing

M Patel, M Bhise - International Journal of Big Data …, 2024 - inderscienceonline.com
Scientific experiments, simulations, and modern applications generate large amounts of
data. Analysing resources required to process such big datasets is essential to identify …

Workload aware cost-based partial loading of raw data for limited storage resources

M Patel, N Yadav, M Bhise - Futuristic Trends in Networks and Computing …, 2022 - Springer
Modern-day applications generate a large amount of data stored in raw formats. The
traditional way of data processing requires the entire raw data files to be loaded into a …

Minimum motif-cut: a workload-aware RDF graph partitioning strategy

P Peng, S Ji, MT Özsu, L Zou - The VLDB Journal, 2024 - Springer
In designing a distributed RDF system, it is quite common to divide an RDF graph into
subgraphs, called partitions, which are then distributed. Graph partitioning in general and …

Query complexity based optimal processing of raw data

M Patel, M Bhise - 2022 IEEE 10th Region 10 Humanitarian …, 2022 - ieeexplore.ieee.org
Finding a resource-efficient way of processing large application datasets having complex
analytical and transactional queries with minimal replication is vital in reducing application …

Raw data processing framework for IoT

M Patel, M Bhise - 2019 11th International Conference on …, 2019 - ieeexplore.ieee.org
The Internet of Things IoT sensors continuously generate large amount of data. Storing and
managing the streaming IoT sensor data is a great challenge. IoT applications require real …

MUAR: Maximizing utilization of available resources for query processing

M Patel, M Bhise - … IEEE/ACM 23rd International Symposium on …, 2023 - ieeexplore.ieee.org
Processing large datasets requires significant hardware resources and energy. Researchers
have observed that most database management systems could not utilize available …

Load balanced semantic aware distributed RDF graph

A Pandat, N Gupta, M Bhise - Proceedings of the 25th International …, 2021 - dl.acm.org
Modern day application development requires efficient management of huge RDF data. The
major approaches for RDF data management are Relational and Graph based techniques …

[PDF][PDF] A Hybrid Framework for Resource-Efficient Query Processing by Effective Utilization of Existing Resources

M Patel, M Bhise - Proceedings of the 26th International Conference …, 2024 - scitepress.org
Scientific experiments and contemporary applications generate substantial volumes of data
daily, posing a challenge for traditional database management systems (DBMS) that expend …

Efficient distributed path computation on RDF knowledge graphs using partial evaluation

Q Mehmood, M Saleem, A Jha, M d'Aquin - World Wide Web, 2022 - Springer
A key property of Linked Data is the representation and publication of data as
interconnected labelled graphs where different resources linked to each other form a …

RDF Query Processing: Relational Vs. Graph Approach

A Pandat, M Bhise - Futuristic Trends in Networks and Computing …, 2022 - Springer
The data volume for the resource description framework (RDF) is growing rapidly. To query
this large amount of data, two types of query processing approaches are there: the relational …