Nowadays, Data Mining is used everywhere for extracting information from the data and in turn, acquires knowledge decision making. analyzes patterns which are to extract making decisions. Many open source licensed tools like Weka, RapidMiner, KNIME, Orange available predictive analysis. This paper discusses about different Machine Learning, followed by description, pros cons of these tools. The article provides details all algorithms classification, regression, characterization,...

Technological advancements have made it possible to monitor, diagnose, and treat patients remotely. The vital signs of can now be collected with the help Internet Things (IoT)-based wearable sensor devices then uploaded on a fog server for processing access by physicians recommending prescriptions treating through Medical (IoMT) devices. This research presents outcome survey conducted healthcare integrated computing IoT researchers understand techniques, technologies performance parameters....

The prediction of students' academic performance is a subset Educational Data Mining (EDM) which deals with the large-scale data gathered from an education system. EDM aims at deriving meaningful information this to facilitate stakeholders proposed work uses various machine learning (ML) techniques predict student's using real collected (comprising history and personal habits students). Furthermore, comparison ML on different evaluation metrics has been presented. It will assist students...

Sorting is one of the operations on data structures used in a special situation. defined as an arrangement or records particular logical order. A number algorithms are developed for sorting data. The reason behind developing these to optimize efficiency and complexity. work creating new approaches still going on. With rise generation big data, concept comes into existence. To sort thousands either sorted unsorted, traditional can be used. In those cases, we ignore complexities very minute...

Enterprise Resource Planning, ERP software has come a long way since its inception as Inventory Management and Control Systems of 1960s. The value Implementation Strategy been stressed over the years it included an important Critical Success Factor, CSF, recorded by previous researchers. Traditional implementation followed more or less sequential approach akin to Waterfall Model. Researchers have categorized methodology developed frameworks. These are based on varied observations. Given...

In the prevailing global scenario, characterized by heightened carbon concerns and inadequate waste management, a systematic approach to product lifecycle management is essential. This proposed model tackles challenge methodically handling used products through collection, disassembly, distribution based on their intrinsic value. With primary focus minimizing at end of cycle considering emissions, seamlessly integrates production remanufacturing while accommodating fluctuating inflation...

The concept of reuse is addressed in software product line engineering (SPLE) by distinguishing between two types processes for development: application and domain engineering. In (DE), the focus to define manage all valid combinations reusable artefacts participating (PL) relationships them. Domain analysis (DA) activity DE, which describes variability commonalities a domain. Instead being applicable single system, DA multiple related systems. Each method supports different quality...

SUMMARY Load balancing (LB) is nothing but the systematic distribution of load over different servers. The fog server handling maximum data cloud to enhance advancement users' requests. growth in requests escalating, and computing has intensified accessibility data. Fog achieves many challenges according demands users, even so, some require more progress. problem faced by LB due an increase traffic on network layer. Various techniques have already been proposed layer, until now they only...

Docker which is a lightweight containerization tool has enabled DevOps to build and run applications in distributed environment effectively. generated significant momentum by bringing together standardized containing method easy use enabling the users Linux containers its full capacity. currently supports hardening capabilities Security Modules (LSM) with AppArmor SELinux for host system hardening. interacts kernel security systems LSMs. In this research work, depth of popular open source...

One of the major effect blindness is loss ability to travel from one place another safely. Visually Impaired People came across various problems in their daily life which make them anxious do basic works and deal with surroundings. This paper provides information on latest techniques used assist visually impaired people them. It detailed description tools include summary, merits demerits followed by future challenges. will aid researchers develop more efficient solutions for assisting persons.

Providing uninterrupted service in Fog Computing (FC) is a challenging issue due to mobility of the users and end devices. In this paper, addressed through proposed Rank-based Mobility-aware Scheduling (RMS) technique that uses contextual information rank resources. The implemented MobFogSim simulation tool results are compared with existing state-of-the-art Distance-based (DMS) technique. show RMS outperforms DMS terms migration time, delay, downtime, tuple lost, execution time.

Brain activity ensures the identification of emotions that are generally influenced by personality an individual. Similar to emotions, there exists a relationship between and brain signals. These signals could be mentally healthy person or someone having psychological illness as well. In this paper, first, survey related work done on prediction subjects is explored. Thereafter, psychologically ill also briefly presented based existing literature. Following this, analysis physiological (EEG)...

In cloud environment resources are dynamically allocated, adjusted, and deallocated. When to allocate how many is a challenging task. Resources allocated optimally at the right time not only improve utilization of but also increase energy efficiency, provider's profit customers' satisfaction. This paper presents ant colony optimization (ACO) based aware solution for resource allocation problem. The proposed (EARA) methodology strives optimize in order efficiency infrastructure while...