Fast and Efficient In-Memory Big Data Processing

Abstract

With the passage of time, the data is growing exponentially and the mostly endured areas are social media networks, media hosting applications, and servers. They have thousands of Tera-bytes of data and the efficient systems, however, they are as yet confronting issue to oversee such volume of information and its size is growing each day. Data systems retrieve information with less time of In-memory. Instead of each factor data systems are required to define good usage of cache and fast memory access with help of optimization. The proposed technique to solve this problem can be the optimal indexing technique with better and efficient utilization of Cache and having less overhead of DRAM with the goal that energy can also be saved for the high-end servers.

Authors and Affiliations

Babur Hayat Malik, Maliha Maryam, Myda Khalid, Javaria Khlaid, Najam Ur Rehman, Syeda Iqra Sajjad, Tanveer Islam, Umair Ahmed Butt, Ali Raza, M. Saad Nasr

Keywords

Related Articles

Classification of Arabic Writing Styles in Ancient Arabic Manuscripts

This paper proposes a novel and an effective ap-proach to classify ancient Arabic manuscripts in “Naskh” and “Reqaa” styles. This work applies SIFT and SURF algorithms to extract the features and then uses several machin...

Liver Extraction Method from Magnetic Resonance Cholangio-Pancreatography (MRCP) Images

Liver extraction from medical images like CT scan and MR images is a challenging task. There are many manuals, Semi-automatic and automatic methods available to extract the liver from computerized tomography (CT) scan im...

 QoS Parameters Investigations and Load Intensity Analysis, (A Case for Reengineered DCN)

 This paper presents the simulation results on Reengineered DCN model considering Quality of Service (QoS) parameters in a homogeneous network for enterprise web application support. To make it feasible for the comp...

An Empirical Investigation into Blended Learning Effects on Tertiary Students and Students Perceptions on the Approach in Botswana

The aim of the research was to conduct an empirical investigation into blended learning (BL) effects on tertiary students and students’ perceptions on the approach. This purpose was objective driven, following three obje...

Quality EContent Design using Reusability approach

Technology is the one changing ever, and major technological innovations can make a paradigm shifts. The computer network known as the Internet is one such innovation. After affecting sweeping changes in the way people c...

Download PDF file
  • EP ID EP578757
  • DOI 10.14569/IJACSA.2019.0100567
  • Views 110
  • Downloads 0

How To Cite

Babur Hayat Malik, Maliha Maryam, Myda Khalid, Javaria Khlaid, Najam Ur Rehman, Syeda Iqra Sajjad, Tanveer Islam, Umair Ahmed Butt, Ali Raza, M. Saad Nasr (2019). Fast and Efficient In-Memory Big Data Processing. International Journal of Advanced Computer Science & Applications, 10(5), 517-524. https://europub.co.uk/articles/-A-578757