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Aisha Siddiqa
Researcher at Information Technology University
Publications - 17
Citations - 1296
Aisha Siddiqa is an academic researcher from Information Technology University. The author has contributed to research in topics: Big data & Search engine indexing. The author has an hindex of 8, co-authored 10 publications receiving 923 citations. Previous affiliations of Aisha Siddiqa include University of Malaya.
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Journal ArticleDOI
Big IoT Data Analytics: Architecture, Opportunities, and Open Research Challenges
Mohsen Marjani,Fariza Hanum Nasaruddin,Abdullah Gani,Ahmad Karim,Ibrahim Abaker Targio Hashem,Aisha Siddiqa,Ibrar Yaqoob +6 more
TL;DR: The state-of-the-art research efforts directed toward big IoT data analytics are investigated, the relationship between big data analytics and IoT is explained, and several opportunities brought by data analytics in IoT paradigm are discussed.
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A survey on indexing techniques for big data: taxonomy and performance evaluation
TL;DR: Taxonomy of indexing techniques is developed to provide insight to enable researchers understand and select a technique as a basis to design an indexing mechanism with reduced time and space consumption for BD-MCC.
Journal ArticleDOI
A survey of big data management
Aisha Siddiqa,Ibrahim Abaker Targio Hashem,Ibrar Yaqoob,Mohsen Marjani,Shahabuddin Shamshirband,Abdullah Gani,Fariza Hanum Nasaruddin +6 more
TL;DR: This survey aims to investigate feasible techniques of managing big data by emphasizing on storage, pre-processing, processing and security and develops a taxonomy to identify the problems and proposals made to alleviate these problems.
Journal ArticleDOI
Big data storage technologies: a survey
TL;DR: A well-defined taxonomy of big data storage technologies is presented to assist data analysts and researchers in understanding and selecting a storage mechanism that better fits their needs, and several future research challenges are highlighted with the intention to expedite the deployment of a reliable and scalable storage system.
Journal ArticleDOI
Greening emerging IT technologies: techniques and practices
Junaid Shuja,Raja Ahmad,Abdullah Gani,Abdelmuttlib Ibrahim Abdalla Ahmed,Aisha Siddiqa,Kashif Nisar,Samee U. Khan,Albert Y. Zomaya +7 more
TL;DR: The best practices for green computing and the trade-off between green and high-performance policies is debated and the imminent challenges facing the efficient green operations of emerging IT technologies are discussed.