Volume 8 | Issue 4 |

 Abstract

Struggle for resources has always been an integral part of life of a process. The task of management of resources such as RAM, storage, CPU, GPU, etc. is handled by the operating system of the computer. Every millisecond is crucial when user experience and system performance are at stake. Machine learning has made an entry into the world of computers and has successfully conquered majority of the domains. This research paper attempts to study the various machine learning techniques used to automate and simplify the job of process scheduling in operating systems. Various algorithms, their approach towards the system (at hardware and software levels), time-scale compression, etc. previously researched and discovered are discussed in this text. This paper can be reliably used as a comprehensive summary of 3 different research papers and their outcomes regarding the concept of process scheduling, CPU scheduling, system optimization with machine learning at different levels (like User level, kernel level and hardware level), etc. A discussion about a dedicated resource (inside a computer) specifically for handling machine learning tasks has been made which has a near unity ratio of success.

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component; formatting; style; styling; insert (key words)

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Creative Commons Attribution 4.0 and The Open Definition

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Uncertainty in the price of the fossil fuels and also rapid depletion of them gives rise to the alternate energy sources. From many decades people uses the solar energy as a main source of energy especially in the drying of food items. Solar dryer is the device that can be used for drying of food items which is sustainable by small communities, gives hygenic and quality products. Mainly an indirect solar dryer and mixed mode solar dryer performance and design were studied from the literatures. The tunnel type dryer has the advantages of the direct sun light by ultra-violate stabilized cover and absorber plate is provided at the base. The no load performance index is the new terminology for checking the performance of the different dryer in the forced and natural convection mode. The drying of fish near to the coastal line of India is the major business for fisherman hence the drying done by open sun drying method in very unhygienic condition. By implementing solar dryer over that regions quality of dried fish will increase and the drying time will be decrease. The no load performance index (NLPI) of the mixed mode solar dryer was 0.633 which was highest among the rest of the dryer under the natural convection mode. The new mixed mode type solar dryer can be developed in which the absorber plate is attached with the tunnel type dryer.

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Indirect solar dryer, Mixed mode solar dryer, No load performance Index. Tunnel type dryer

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The abstract of this paper to design and implementation of bi-directional dc-dc converter for energy storage system. In upcoming generation, the global energy level may increase 2% per year. The conventional electrical power generation produce environmental pollution and global warming. By using the renewable energy like solar and geo thermal energy we can consume the power generation without any natural causes. It also gives clean and eco-friendly. The energy storage device and unidirectional boost converter (UDC), are also maintain constantly and made the energy conversion. This type of method converts into AC to DC, Boost the level of voltage and get output of consistent from the solar panel. The solar panel, inverter, bi-directional converter (BDC) are connected to load/grid. This is called solar energy electrical system (SEES). The system is operatives in five different modes that is solar sourced battery output mode, solar sourced battery mode, battery sourced output mode and grid battery mode. This circuit were designed through MATLAB/SIMULINK with all the modes. This type of system includes by three phase uncontrolled rectifier conversion for AC to DC, buck-boost operation for BDC and rectifier/inverter unit. These are the closed loop operation.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

DC-DC Converter, PI controller, Buck-boost converter, solar energy, MATLAB/SIMULINK

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Creative Commons Attribution 4.0 and The Open Definition

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Foreign Direct Investment is considered as one of the major tool for the economic development especially in the interest of the developing and underdeveloped countries. It transfers financial resources, innovative technology and management techniques which raise the productivity in the country. In Indian company can raise Foreign Direct Investment through automatic route or government route. FDI in different sectors of an economy will show the relative opportunity and attractiveness of the sector. Huge amount of FDI in particular sector will show the potential development and opportunity in the sector. This paper is an attempt to study the need of FDI in India and it exhibit the sector-wise & year-wise analysis of FDI�s in India. The results show that the service sector has attracted huge amount of FDI in India followed telecommunication sector. Further it has been observed that year by year the FDI have shown the increasing trend in almost all the sector of an economy.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Foreign Direct Investment, Sectoral Analysis, Economic Growth, Service Sector

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Creative Commons Attribution 4.0 and The Open Definition

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The history of Indian freedom struggle would be incomplete without mentioning the contribution of women. The sacrifice made by the women of India newline will occupy the foremost place. The history of freedom struggle is replete with the saga of sacrifice, selflessness, bravery of women. Many of us don�t know that there were hundreds of women who fought side by side with their male counterparts. They fought with true spirit and undismayed courage. The Indian women broke away from various restrictions and got out of their traditional home-oriented roles and responsibilities. So, the participation of women in the freedom struggle and National awakening is simply incredible and praiseworthy. However, it is not easy for women to fight as warrior�s in the male dominating society. Even though females tried to change the perception of such orthodox people who thought women are meant to do only household chores. Moreover, females not only sacrifice their lives but also combat such issues. Rani Laxmi Bhai was one of such women who fought against British role by mitigating all odds, hence this paper entitles to highlight the legacy that women showed in the history by showing their fierce nature.

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Indian, Women, Freedom movement, Role, Society

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract: Forest plant protection is a chronic problem for sustainable development of our country. Hence forest ecosystem is one of the main natural bio-resources that we have to conserve. But still there are many threats causing damages to our forest greenery. The major existing threat is the damages caused by insect pests. They are the most destructive agents affecting forest and shade trees. Rhinolophus beddomei (Lesser woolly horseshoe bat), a forest dwelling species, being a major insect eater, play a key role in the biological control of insect pests. Being the only flying mammal, bats are capable of sustained flight and are the most gregarious and successful group of beneficial animals to the ecosystem and have lured the attention of ethologists. The present study has analysed the study species availability and its activity as �Pest Managers�. Few sample areas from forest ecosystem of Kalakad Mundanthurai Tiger Reserve (KMTR) was taken as study site which is known for its forest ecosystem with caves, water bodies, streams and forest tree cover. Dietary habitat analysis of study species was done by faecal pellet analysis. The results explain and justify R. beddomei, play a potential role in green management and there by helps to conserve biodiversity in forest ecosystem.

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Index Terms - Bio- resources, Threats, R.beddomei, Pest managers, Green management

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Creative Commons Attribution 4.0 and The Open Definition

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The Indian Economy is currently facing the worst phase due to various interdependent factors. The following research study is done to provide an insight into the factors restraining the growth of the Indian Economy. This research article will help to understand the domino effect of one sector on impairing the growth of the other sector and the effect of government interventions in the channelization of the economy. The objective of the following research paper is to proffer suggestions in respect of the factors impairing the growth rate of the nation�s economy. The objective of the study is to gain insight into the prospects of the economy.

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Keywords: Economy, Domino Effect, Interdependent factors.

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Creative Commons Attribution 4.0 and The Open Definition

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The number of internet users is on a rapid rise worldwide and the internet is being used by consumers of all age and types. Internet has become one of the major medium for communication, entertainment and is indeed in the process of replacing traditional entertainment, promo products, and informative media. This research study has been conducted to study the measure effect of Digital Advertisement on Consumer Decision Making Process at Surat City. The research made use of primary data, which was collected using structured questionnaire. The sample population is taken from different directional zones of Surat from West, South, East, North and Central. The study concludes that the majority of the respondents are influenced by T.V. ads and newspapers for their buying decision. People also agree that digital ads influence more of their purchasing decision which signifies effectiveness of digital ads.

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Digital Marketing, Impact of Digital Advertising, Consumer Decision Making Process, Online Consumer Behavior

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Creative Commons Attribution 4.0 and The Open Definition

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Instant noodles are generally one of the staple food eaten in many Asian countries. Instant noodles have become recognized globally and its global use is growing day by day. The quality attributes of instant noodles such as flavor, texture, convenience, safety and long shelf life make them attractive. In the current research, protein and fiber rich noodles were prepared by incorporation of soy and oats flour. Soya and Oats flour are used in the proportion of 1:1 respectively. Some other ingredients at different concentration like wheat flour, guar gum, maida, gelatin and corn starch at specific proportion were used. The chemical composition of selected noodles showed moisture content 9.2%, fat 0.19%, and ash content of 2.1% which reveals that it is a good source of nutrients in comparison with others. Moreover, the cooking qualities were also evaluated and it showed that cooking time of 8 min, swelling index 1.38 and water absorption 112.18 %. Final product was studied for its sensory evaluation up to 7 days at room temperature. It was found that product retained its sensory properties during the storage period and product was relished very much by panel of judges.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Noodles, Physicochemical properties, Sensory analysis

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Creative Commons Attribution 4.0 and The Open Definition

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With growing use of technology and ease of access to an online market place, consumers are able to buy products with a single touch. Impulsive buying can be defined as the tendency of a consumer to buy a good or service without planning in the purchase in advance. Impulsive buying can be seen in various products like food items, clothing, jewellery and electronics. It is mostly based on irrational thinking. Marketers in this age are looking to tap into the behavior to increase the sales. 120 respondents were asked to fill out Google forms. This research concluded that device for browsing apps shopping, number of people accompanying or/and influencing during the impulsive purchase & Abundant income at the start of the month are some of the factors that influence impulsive buying behavior. Though, the impact is not that significant, marketers should look into quantifying these variables. Also, Frequency of purchasing a product online also has shown good opportunities that marketers could use, by increasing ads and campaigns to these demographic group to maximize the purchase potential of the consumers.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Impulsive buying behaviour, consumer behaviour, social media, emotion, app based marketing

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Creative Commons Attribution 4.0 and The Open Definition