Nagalakshmi Malempati

Scopus Publications

Smart Contracts for Real Estate Sales-A New Era of Efficiency and Transparency
G. Sowmya, K. Alankruthi, Jami Harika, T. Nagini, M. Nagalakshmi, J. Pradeep Kumar
Icccmla 2024 6th International Conference on Cybernetics Cognition and Machine Learning Applications, 2024
The technology of smart contracts will change the real estate sector forever through a greater efficiency and openness. The research investigates smart contracts as a possibility for dealing with real estate transactions, their elimination of the middleman, improved security and transparency of transactions. Besides the possibility of traditional procedures, smart contracts (self-executed agreements having the terms in the code of the contract) yield several benefits such as increased fraud prevention, automated execution of contracts, and immutable records. Through vivid examples of practical uses, this article points to legal and regulatory challenges to be addressed. It also underlines the working benefits of smart contracts in real estate. The paper’s conclusion consists of the investigation of the present boundaries and the descriptions of the further inquiries, emphasizing the possibility of smart contracts to be a game-changer in the real estate sector.
Forest fire management using machine learning techniques
Harishchander Anandaram, Nagalakshmi M, Ricardo Fernando Cosio Borda, Kiruthika K, Yogadinesh S
Measurement Sensors, 2023
As per the latest survey produced by the Forest Survey, the forest cover is 19.27% of the geographic area. According to this report every country can meet the human needs of 16% of the world’s population from the 1% of the world’s forest resource. The Forest Survey said that 90% of the forest fires created by humans. They pose a threat not only to the forest wealth but also this leads to the main threat to biodiversity, a change in the ecosystem. The environment gets dry and twinges, which leads to produce flames in the forest. There are two types of forest fire i) Surface Fire and ii) Crown Fire iii) Ground Fire. Surface Fire: The forest fire starts its flame primarily as a surface fire, spreading along the ground with the help of dry grasses and so on. Crown Fire: It starts flame on the crown of the shrubs, bushes and trees and sustained on the surface. This type of fire is very dangerous because resinous material given off burning logs burn furiously. If there is a slope with fire then the fire spread from the top of the slope to the down. Ground fire occurs in the humus and peaty layers beneath the litter of under composed portion of forest floor with intense heat but practically no flame. Such fires are relatively rare and have been recorded occasionally at high altitudes in Himalayan fir and spruce forests. In Remote sensing field, the knowledge of surface temperature plays a vital role. By using brightness and emissivity feature, temperature mapping and analysis can be done. The surface temperature values are measured to detect the forest fire from the ASTER image. ASTER stands for Advanced Space borne Thermal Emission and Reflection Radiometer. ASTER image contains 5 thermal bands (wave length ranges from 8.125 μm to 11.65 μm) and these are used in comparison. To convert digital numbers to exoatmospheric radiance, ASTER thermal bands are used. The converted exoatmospheric radiance is then mapped into surface radiance using the Emissivity Normalization method.
Artificial Intelligence-based cloud computing for Industry 5.0
Neeraj Kumar Singh, Sunil Kr Pandey, M Nagalakshmi, A Arun Kumar, Mohit Tiwari, Sarvesh Kumar
Proceedings 2022 2nd International Conference on Innovative Sustainable Computational Technologies Cisct 2022, 2022
The cloud computing, characterized as the conveyance of figuring administrations, consisting of servers, stockpiling, records set, organizing, programming, investigation, and insight, making use of the net presents faster advancement, adaptability, readiness, and versatility upholds AI like no different stage and ensures higher matters for the improvement of organizations. The standing of Artificial Intelligence (AI) has accordingly harmonized with the growth of distributed computing. Involving AI in the cloud can improve cloud general execution and viability while riding advanced change in undertakings. Simulated intelligence abilities in the distributed computing environmental factors are crucial for making business undertaking activities more prominent productive, key, and knowledge-driven while also granting additional adaptability, deftness, and expense reserve funds. In Industry 5.0, client aspirations will force the market pursuits towards hyper customization. Each man or woman product will be special to its supposed consumer and manufactured accordingly. To cater to the fashion of "batch measurement one," producers will have large, robotized shrewd factories placed round the globe to manufacture the fundamental graph of the product in bulk.
A microservices-based IoT applications in Edge computing environments
Sunil Kumar Agarwal, S M Ramesh, A Arun Kumar, Sachin Yadav, M Nagalakshmi, Prabhishek Singh
Proceedings 2022 2nd International Conference on Innovative Sustainable Computational Technologies Cisct 2022, 2022
With the improvement of Internet of Things, the scope of local area devices is expanding, and the cloud data center burden builds; some deferral delicate contributions can’t be answered to opportune, which outcomes in a brought down good of transporter (QoS). Edge computing (EC) supports the utilization of its contributions with low idleness, place perception and versatility help to compensate for the risks of distributed computing, and has gotten a colossal energy as of late. Notwithstanding, the powerfully modifying fine of transporter (QoS) may also outcome in screw ups of QoS-mindful guidance and organization of EC administrations, which strikingly debases clients’ pride and nullifies the gifts of MEC. To handle this issue, with the guide of pondering client related and administration related context-oriented components and an assortment of EC contributions booking situations, we suggest two setting mindful QoS expectation plans for EC administrations. The main plan is intended for the circumstances when EC contributions are planned for continuous, which conveys two setting mindful constant QoS assessment strategies. One strategy can assess the ongoing multi-QoS of EC contributions and the different procedure can appraise the continuous outfitted QoS of EC administrations. The 2d plan is intended for the circumstances when EC contributions are planned for what is in store. This plan comprises of two setting mindful QoS expectation strategies. One method can anticipate the multi-QoS of EC contributions and the different procedure can foresee the furnished QoS of EC administrations. At long last, versatile QoS expectation strategies are created in the gentle of qualities of the proposed QoS forecast techniques. As indicated by these systems, the most stunning QoS forecast approach can be planned. Broad investigations are completed to approve our proposed strategies and to display their exhibition.
Blockchain Confidence Protection and Cloud Chain Management Support
M Nagalakshmi, K Saravanan, Mohammad Jabirullah, T Rajesh Kumar
Journal of Physics Conference Series, 2021
Verification and completeness are main challenges for today’s ever more diverse supply chains. Even with the ability to counter blockchain technologies by offering a trail of manipulation-resistant audit It does not address the confidence issue associated with the source chain activities also information related to a produce life cycle Information itself. Reputation mechanisms are a promising solution for this faith problem. Yet existing structures of credibility are Not ideal for supply chain applications based on blockchain as centred on restricted findings, lack of granularity and their overhead was not discussed and automation. We recommend the system as a three-layer faith in this job. Management platform is using a blockchain consortium tracking relationships between actors in the supply chain and Assign trust and prestige dynamically dependent on these interactions. Its novelty is based on a Model for credibility assessing product quality and the trust of individuals based on many observations funding for credibility qualities in supply chain incidents separating the member in the supply chain from the goods, enables brand credibility to be reserved for smart contracts for straightforward use by the same participant, Effective, secure, and automatic credibility scoring measurement, and the latency and throughput minimum overhead as compared to a straightforward supply chain model based on blockchain.
Power Route Selection for Spatial Modulation and Multi-Hop Wireless Networks with Minimal Energy Supplies
Mohammad Jabirullah, M Nagalakshmi, K Saravanan, G R Anantha Raman
Journal of Physics Conference Series, 2021
Concurrent w ireless and data transmission information and power transmits cellular nodes information and power with almost the same radio transmitter. The lifespan of the energy-reducing mobile networks can be increased. The focus on a single and double hop cellular network is currently being focused on. This essay simultaneously discusses and routing selection in order to check the efficiency of the energy-controlled wireless network in multi-hop operators, in which the energy received through the recipient node can be used to counteract energy transfer. We initial articulate the dataalso energy distribution problem in a possible through the development which depends on the following node; also overcome it through an iterative aspect algorithm, in order to reduce demand for energy. The power usage of the links distributed with or without a current routing metric evaluates. The energy conscious routing algorithm assigns knowledge and energy to the access control mechanism during the step of trajectory finding. This is the first approach to our understanding that takes care of the routing process. Our efficiency studies indicate that our existing methodology can efficiently harness node capital whose energy is inadequate and reduce energy consumption considerably.
Flexible Language-Agnostic Framework To Emit Informative Compile-Time Error Messages
Malathy Nagalakshmi, Tanya Sharma, N. S. Kumar
Lecture Notes in Networks and Systems, 2021
Design and research of ADHOC based wireless network system
and Dr M Nagalakshmi*
International Journal of Engineering and Advanced Technology, 2019
Fiasco watching is a champion the diverse maximum hard software in some distance flung uncommonly delegated frameworks as putting in established order based totally frameworks are neither feasible nor suitable in that conditions. In the direction of disaster, setbacks commonly take secures in packs in some nearby sheltered zones (as an instance, some university systems, and quick tents in a few terrific us of a regions, and so forth.). Thusly, the post catastrophe help assignments and route of benefits are regularly guard pushed. Thusly, dynamic after and engrossing sanctuary data (concerning open useful useful resource, required beneficial useful resource, reputation of setbacks and volunteers at the sheltered residence, and so on.) at a manage station is essential for great need examination from the piecewise positive points of view at every safe haven. Anyhow, in a regular fiasco circumstance, correspondence shape gets irritated snappy and the cell accessibility may be pitifully open in multiple areas of the catastrophe struck locale. As such, control correspondence of safe haven information to control station is restrained. The objective of this assignment is to have a examine using reducing aspect cellular cellular phone based keen framework for following and acclimatizing cozy houses' information and supporting the correspondence with manage station. In this splendid situation, the power of mitigation government/salvage car/police van with phones assume a easy element to make the specified ground- breaking correspondence established order. This text is an overview on the drift reputation and heading of studies on impromptu networking. We type the on-going exploration and diagram the actual challenges which want to be tackled before throughout the board association of the technology is practicable. The perspectives exhibited by way of manner of Perkins in [1] are applied as a motive, that is then supplemented with communicate and references to the latest publications. distinctive methodologies and conventions had been proposed to deal with in particular appointed structures management problems, and several institutionalization efforts are underneath route in the internet Engineering task pressure, just as scholarly and mechanical studies of difference projects.
An ADHOC based wireless network system
Y Ben-David, M Vallentin, S Fowler, E Brewer, B Braunstein, et al.
International Journal of Innovative Technology and Exploring Engineering, 2019
Fiasco watching is a champion the diverse maximum hard software in some distance flung uncommonly delegated frameworks as putting in established order based totally frameworks are neither feasible nor suitable in that conditions. In the direction of disaster, setbacks commonly take secures in packs in some nearby sheltered zones (as an instance, some university systems, and quick tents in a few terrific us of a regions, and so forth.). Thusly, the post catastrophe help assignments and route of benefits are regularly guard pushed. Thusly, dynamic after and engrossing sanctuary data (concerning open useful useful resource, required beneficial useful resource, reputation of setbacks and volunteers at the sheltered residence, and so on.) at a manage station is essential for great need examination from the piecewise positive points of view at every safe haven. Anyhow, in a regular fiasco circumstance, correspondence shape gets irritated snappy and the cell accessibility may be pitifully open in multiple areas of the catastrophe struck locale. As such, control correspondence of safe haven information to control station is restrained. The objective of this assignment is to have a examine using reducing aspect cellular cellular phone based keen framework for following and acclimatizing cozy houses' information and supporting the correspondence with manage station. In this splendid situation, the power of mitigation government/salvage car/police van with phones assume a easy element to make the specified ground-breaking correspondence established order.
Natural Language Interface to Linux Shell-Report
NS kumar, Malathy Nagalakshmi, Tanya Sharma, Sai Bhavana Ambati, Vibha Satyanarayana
2019 Proceedings of the 3rd International Conference on Computing and Communications Technologies Iccct 2019, 2019
Many a time, a user might not remember the exact Linux commands to apply while using the Linux shell. The programmer ends up searching for the correct solution. Having a natural language interface (like English) to a shell would help programmers’ in performing their desired tasks without having to think much about the particular command or option that needs to be used. We present a tool that can convert natural language into executable Linux commands. This paper covers the related work done in this field and our approach to solving this problem. Research in this field is fairly new and there are two tools in this domain, Tellina[1] and Betty. Tellina is a powerful tool which covers file operations with high complexity. Apart from file utilities, our tool also covers a wider scope of commands including awk and sed. A novel approach is used to find the structure of the command. This paper includes the comparisons between Neural Machine Translation (NMT), Statistical Machine Translation(SMT), similarity models and machine learning models.
Bigdata implementation of apriori algorithm for handling voluminous data-sets
International Journal of Engineering and Technology Uae, 2018
A frame work of real time disaster management system (RDMS) using ADHOC wireless networks
International Journal of Applied Engineering Research, 2017
Design of a secure digital signature for image authentication over wireless networks
International Journal of Applied Engineering Research, 2017
Building secretkey based virtual machines in cloud computing to avoid vulnarabilities in hypervisors
International Journal of Applied Engineering Research, 2017

Nagalakshmi Malempati

RESEARCH, TEACHING, or OTHER INTERESTS

Scopus Publications