Issue 8

Workaround prediction of cloud alarms using machine learning

Dhanya S Karanth; Kumaraswamy H.V; Rajesh Kumar

International Research Journal on Advanced Science Hub, 2021, Volume 3, Issue 8, Pages 164-168
DOI: 10.47392/irjash.2021.231

Cloud-based systems implies to applications, resources or services provided to users as per their requirement through the Internet using a cloud computing provider’s server. These clouds triggers alarm events to indicate the health of system. Monitoring these alarms is essential for maintaining the health and continuous functioning of cloud. Because of humungous alarms triggered on daily basis, notifying critical alarms in time and taking required action is quite challenging task. In this paper machine learning model is implemented using decision tree classifier to analyse each alarm and predict if any action required for that alarm or not and also notify the concerned team via creating JIRA tickets.

Evaluation of Mechanical Possessions for Recycled HDPE Plastic Substantial Associated Sugarcane

Arigela Surendranath; Ayush Meena; Ramana P.V.

International Research Journal on Advanced Science Hub, 2021, Volume 3, Issue 8, Pages 169-175
DOI: 10.47392/irjash.2021.232

In India, most polymer waste is thrown away while not recycling, inflicting serious issues akin to depletion of natural resources and environmental pollution. This article is to study the technical performance of sugarcane concrete coated with synthetic polyethene terephthalate (PET). The purpose is to study the influence of the strength parameters of different percentages of PET fiber coated concrete on reducing plastic. The fiber coated with sugar paint is partially added to the concrete, replacing the cement with different weight percentages: 0%, 0.5, 1%, 1.5%, 2%. The primary research of this work is the calculation of mechanical strengths. The maximum resistance is achieved by substitution 1.5% of the fiber with the load of the cement, which can conjointly increase the adhesion of the concrete and scale back the cracks within the concrete sample. Correspondingly, this work aims to evaluation the properties of HDPE polymer and characterize it as a possible substitute for coarse combination in concrete. Heating is performed at five different temperatures, specifically 160◦C to 200◦C at an increment of 10◦C excluding the control mix. Five coarse aggregate compositions with different volume ratios of crushed stone were used: HDPE, namely 0:100, 15:85, 30:70, 45:55, and 60:40. The effect of waste plastics on the workability and strength of concrete was investigated by testing freshly mixed hardened concrete. The mechanical strengths were measured and accomplished that plastic concrete is suitable for non-load-bearing materials. Use. The results show that plastic concrete is more profitable than traditional concrete

Experimental Investigation on Machining of Nickel Chromium Alloy 718 Using Abrasive Water Jet Machining

Vijayakumar R.; Vasanth A; Nandhakumar M.; Purushothaman G.

International Research Journal on Advanced Science Hub, 2021, Volume 3, Issue 8, Pages 176-184
DOI: 10.47392/irjash.2021.233

Nickel-chromium alloy 718 has a wide range of uses in aerospace, defence, automotive, and civil engineering, among other fields. Using the Abrasive Water Jet Machining (AWJM) method to cut Inconel 718 and optimising parameters such as Abrasive mass flow rate (AMFR), Stand of Distance (SOD), and Traverse Speed, this study aims to reduce surface roughness and kerf angle (TS). Then 9 samples were chosen from a total of 27 for analysis. The machined material is subjected to CMM and surface roughness inspections in order to get the best surface roughness and kerf width values. With the aid of Grey Relation Analysis (GRA) and ANOVA, the characteristic change is tabulated and a graph is displayed. The Surface Roughness rating has been decreased from 3.489 µm to 4.687µm. Similarly, the kerf width value has been decreased from 1.983 mm to 2.559 mm. AWJM is an excellent choice for Because of its better physical and mechanical qualities, metal matrix is rapidly being employed in different applications such as space, aircraft, marine, architectural, and car sectors, despite their higher cost.