This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
The article discusses international issues. It mentions that globalization has increased economic interdependence between nations while also raising tensions over immigration and trade. Solutions will require cooperation and compromise and a recognition that isolationism is not a viable strategy in an interconnected world.
A Model for Encryption of a Text Phrase using Genetic Algorithm
This document describes a model for encrypting text using genetic algorithms. The model involves:
1. Extracting blocks from the text and performing crossover and mutation operations on the blocks based on randomly generated points.
2. Generating a symmetric encryption key based on the crossover and mutation points.
3. Encrypting the text blocks using the key.
The model is implemented in a prototype to test its feasibility. The prototype encrypts text accurately based on the genetic algorithm operations.
Implementing Proof of Retriavaibility for Multiple Replica of Data File using...
1. The document proposes a protocol for implementing proof of retrievability for multiple replicas of data files stored on cloud servers using a NoSQL database. It aims to verify the integrity of data when both the cloud storage server and third party auditor cannot fully be trusted.
2. The proposed system replaces a relational database with a NoSQL database to improve data operation performance and scaling for large datasets. It designs a protocol where the third party auditor generates signatures for dataset blocks and integrity proofs, which are then verified by the user to check the trustworthiness of the third party auditor.
3. Experimental results show that the time required for operations like tag generation and challenge-proof-verify are lower than previous solutions,
IRJET- Secrecy Preserving and Intrusion Avoidance in Medical Data Sharing...IRJET Journal
This document summarizes a research paper that proposes a cloud-based healthcare system for securely sharing medical data. It does the following:
1. It encrypts patient medical data using the NTRU encryption algorithm when transmitting it to nearby clouds for privacy.
2. It develops a trust model to help users select trustworthy partners to share stored medical data with in the cloud based on their similarity and compatibility.
3. It divides and encrypts users' medical data stored in the remote cloud into different categories to provide appropriate security protections.
4. It implements a deliberative intrusion detection system based on the cloud mesh structure to safeguard the large medical database in the remote cloud from malicious attacks.
This document summarizes 10 research papers related to privacy and security aspects of big data. It discusses the key challenges around big data privacy including how large amounts of consumer data collected by companies may be misused and how securely storing and analyzing this information is critical. Various papers propose mechanisms for encrypting data and complying with data privacy laws. Overall, the review finds that big data brings important security and privacy issues given its scale, and continued research is needed to develop solutions that balance data needs with individual privacy.
THE CRYPTO CLUSTERING FOR ENHANCEMENT OF DATA PRIVACYIRJET Journal
This document discusses methods for enhancing data privacy through crypto clustering of heterogeneous and sensitive data. It first reviews existing literature on privacy-preserving techniques like local differential privacy and differential privacy-based clustering. It then proposes a method that uses cryptographic implementations based on sensitivity prediction and local differential privacy to automatically protect mixed data according to type and predicted sensitivity. Sensitive data is clustered and secured using these techniques to enhance privacy while maintaining data utility.
Survey on Medical Data Sharing Systems with NTRUIRJET Journal
The article discusses international issues. It mentions that globalization has increased economic interdependence between nations while also raising tensions over immigration and trade. Solutions will require cooperation and compromise and a recognition that isolationism is not a viable strategy in an interconnected world.
A Model for Encryption of a Text Phrase using Genetic Algorithmijtsrd
This document describes a model for encrypting text using genetic algorithms. The model involves:
1. Extracting blocks from the text and performing crossover and mutation operations on the blocks based on randomly generated points.
2. Generating a symmetric encryption key based on the crossover and mutation points.
3. Encrypting the text blocks using the key.
The model is implemented in a prototype to test its feasibility. The prototype encrypts text accurately based on the genetic algorithm operations.
Implementing Proof of Retriavaibility for Multiple Replica of Data File using...IRJET Journal
1. The document proposes a protocol for implementing proof of retrievability for multiple replicas of data files stored on cloud servers using a NoSQL database. It aims to verify the integrity of data when both the cloud storage server and third party auditor cannot fully be trusted.
2. The proposed system replaces a relational database with a NoSQL database to improve data operation performance and scaling for large datasets. It designs a protocol where the third party auditor generates signatures for dataset blocks and integrity proofs, which are then verified by the user to check the trustworthiness of the third party auditor.
3. Experimental results show that the time required for operations like tag generation and challenge-proof-verify are lower than previous solutions,
Dynamic Fine-grained Access Control and Multi-Field Keyword Search in Cloud B...IRJET Journal
This document proposes a new system called Dynamic Fine-grained Access Control and Multi-Field Keyword Search (DFAC_MKS) for cloud-based electronic health records (EHRs) that allows for dynamic updating of access policies and keywords over encrypted data. It aims to achieve efficient access policy and keyword updates without compromising data security, while supporting multi-field keyword searches in conjunctive normal form. The system model involves data owners uploading encrypted EHR files and indices to a cloud server. An authority authenticates users and issues credentials representing their attribute values. Users generate search capabilities from their credentials and queries to retrieve matching files from the cloud server.
IRJET- A Core Medical Treatment System forEmergency Management using CloudIRJET Journal
This document proposes a core medical treatment system using cloud computing to improve emergency management. The system would store patients' medical histories in the cloud to be accessible from any healthcare facility. This would allow doctors to access vital patient information during emergencies even if the history is from a different healthcare provider. The system would use encryption algorithms like Twofish to securely store private patient records in the cloud. This would help provide timely treatment, identify pre-existing conditions, and save more lives during medical emergencies by giving doctors access to full patient histories.
A Proposed Security Architecture for Establishing Privacy Domains in Systems ...IJERA Editor
Information and communication technology (ICT) are becoming a natural part in healthcare. Instead of keeping patient information inside a written file, you can find all information stored in an organized database as well defined files using a specific system in almost every hospital. But those files sometimes got lost or information was split up in files in different hospitals or different departments so no one could see the whole picture from this point we come up with our idea. One of this paper targets is to keep that information available on the cloud so doctors and nurses can have an access to patient record everywhere, so patient history will be clear which helps doctors in giving the right decision. We present security architecture for establishing privacy domains in e-Health bases. In this case, we will improve the availability of medical data and provide the ability for patients to moderate their medical data. Moreover, e-Health system in cloud computing has more than one component to be attacked. The other target of this paper is to distinguish between different kinds of attackers and we point out several shortcomings of current e-Health solutions and standards, particularly they do not address the client platform security, which is a crucial aspect for the overall security of systems in cloud. To fill this gap, we present security architecture for establishing privacy domains in e-Health infrastructures. Our solution provides client platform security and appropriately combines this with network security concepts.
Employment Performance Management Using Machine LearningIRJET Journal
This document discusses using machine learning techniques to analyze employee performance. Specifically, it proposes using a support vector machine (SVM) algorithm to identify employee performance based on factors like quality, timeliness, and cost. The document reviews related literature on using both traditional and data-driven approaches to performance assessment. It then outlines the proposed system for building a software tool to manage employee performance data using SVM. Key steps in the SVM algorithm are described. The document concludes that improving individual performance can boost business results and SVM is effective for differentiating between two groups of data.
The document summarizes a literature review on existing digital lost and found systems. It identifies several common gaps across different papers, including issues related to location tracking, security, user incentives, and limited functionality. Specifically, papers often lack a holistic approach considering the full user experience and adaptability to different contexts. To address these gaps, future projects should aim for comprehensive solutions that enhance security, user engagement, inclusivity, and explore locating missing individuals and advanced search techniques. This could result in more effective, secure and user-friendly lost and found systems with broader applicability.
A PARALLEL AND FORWARD PRIVATE SEARCHABLE PUBLIC KEY ENCRYPTION FOR CLOUD BAS...IRJET Journal
The document proposes a Parallel and Forward Private Searchable Public Key Encryption (PFP-SPE) system for cloud-based data sharing that achieves both parallelism and forward privacy with slightly increased storage costs. PFP-SPE allows data owners to encrypt and share data on the cloud while enabling authorized users to securely search the encrypted data through keyword searches. It provides similar search functionality to other systems but addresses issues like lack of parallel search and forward security that existing searchable encryption systems have. The proposed system architecture includes administrators, users, and service providers who can share and access encrypted data on the cloud through the PFP-SPE system.
This document summarizes a proposed multi-tenant healthcare system called Mi-HealthCare that uses a containerized microservices architecture. Key points include:
- Mi-HealthCare uses a multi-tenant architecture to allow multiple healthcare providers (tenants) to access the system using a single codebase and shared infrastructure.
- Containers are used instead of virtual machines for their higher performance and scalability. Docker Swarm is used for container orchestration.
- The system provides features like patient management, clinical documentation, and prescription management. It is designed to meet regulations like HIPAA and GDPR.
IRJET- Attribute Based Access Control in Personal Health Records using Cloud ...IRJET Journal
This document proposes using attribute-based access control and encryption to securely share personal health records (PHRs) stored in the cloud. It discusses how attribute-based encryption (ABE) can allow PHR owners to encrypt their records according to an access policy that determines who can access them. The proposed system would use an ABE mechanism to authorize access for requesting users based on the policy, and proxy re-encryption to allow approved users to decrypt specified PHR files stored in the cloud. This provides security, privacy and confidentiality for outsourced PHR data while allowing flexible access for authorized medical and personal users.
Survey on Cloud Based Services and its Security Analysis in the Healthcare Se...ijtsrd
The goal of this paper is to propose a cloud primarily based information mining platform for researchers in three specific geographic locations for sharing studies information effects through the Internet even as final value effective, flexible, secure and privateness preserved. In addition, the take a look at evaluates the implementation demanding situations of the cloud primarily based platform and provides potential solutions to handle the diagnosed problems so that different similar studies can use this look at as a connection with decide whether or how to migrate from traditional to cloud based totally offerings. The contribution of cloud based services in the healthcare environments is a vital issue in the 21st century. In this paper, offering its advantages and equipment in hospitals, clinics as well as diagnostic centres, the already existing programs and offerings are separated in categories, which essentially problem data storage, computing strength, community, PaaS, SaaS, information analytics, commercial enterprise intelligence and venture management. Then, a few safety and risk evaluation troubles in cloud based services are analysed thoroughly collectively with a few case studies. Furthermore, a hazard evaluation with a comparative diagram among secured and non secured cloud structures in health is listed. Finally, conclusions with the cautioned destiny work are provided. Aishwarya Chauhan | Murugan R "Survey on Cloud-Based Services and its Security Analysis in the Healthcare Sector" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-3 , April 2022, URL: https://www.ijtsrd.com/papers/ijtsrd49810.pdf Paper URL: https://www.ijtsrd.com/computer-science/data-miining/49810/survey-on-cloudbased-services-and-its-security-analysis-in-the-healthcare-sector/aishwarya-chauhan
A Survey: Data Leakage Detection Techniques IJECEIAES
Data is an important property of various organizations and it is intellectual property of organization. Every organization includes sensitive data as customer information, financial data, data of patient, personal credit card data and other information based on the kinds of management, institute or industry. For the areas like this, leakage of information is the crucial problem that the organization has to face, that poses high cost if information leakage is done. All the more definitely, information leakage is characterize as the intentional exposure of individual or any sort of information to unapproved outsiders. When the important information is goes to unapproved hands or moves towards unauthorized destination. This will prompts the direct and indirect loss of particular industry in terms of cost and time. The information leakage is outcomes in vulnerability or its modification. So information can be protected by the outsider leakages. To solve this issue there must be an efficient and effective system to avoid and protect authorized information. From not so long many methods have been implemented to solve same type of problems that are analyzed here in this survey. This paper analyzes little latest techniques and proposed novel Sampling algorithm based data leakage detection techniques.
Smart Portal: A Platform for Student's Profile Creation, Evaluation and Clust...vivatechijri
In today's era where almost everything is digitized, even then at the end of the day we have to come across the paperwork when it comes to document submission and verification for any process. As a result, with increased advancement in the technology, easy availability and access of data and documents is the main concern. This project is intended to develop an application based system where student data and documents will be stored on a server and create a smart profile on the basis of student data. Student can also use that data and document anywhere anytime. The main aim is to provide a common application for all parts of education. Where each necessary details and document of a student will be available on one single portal also can be accessible by other higher authorities. Additionally, evaluating the profile and clustering of students can be done for better recommendation.
The Smart Portal system will be useful in document extraction during the admission process as well as it will be used for requirement of details and document of a candidate during interview. Students can upload their data and documents on the server after registration. Then their data will be analysed by the system by evaluating and clustering. This data is retrieved using QR code scanning system or Email verification/ OTP.
IRJET- Privacy, Access and Control of Health Care Data on Cloud using Recomme...IRJET Journal
This document proposes a framework for privacy, access, and control of healthcare data stored on the cloud using a recommendation system. The framework uses attribute-based encryption to encrypt each patient's personal health records file. It also proposes a healthcare recommendation system to provide doctor recommendations based on user preferences and doctor attributes. The system aims to achieve fine-grained and scalable access control of personal health records stored on semi-trusted cloud servers while maintaining privacy. It compares with previous healthcare recommendation methods and datasets to provide more accurate recommendations.
Electronics health records and business analytics a cloud based approachIAEME Publication
This document discusses using business analytics and cloud computing to analyze electronic health records (EHRs). It proposes using pattern recognition algorithms within an intelligent agent on the cloud to better utilize resources and optimize the time needed to analyze EHR requests. The rest of the document outlines related work involving EHR and cloud environments, business scopes and trends related to EHR investments, and a proposed architectural model.
DIFFERENCES OF CLOUD-BASED SERVICES AND THEIR SAFETY RENEWAL IN THE HEALTH CA...IRJET Journal
The document discusses the benefits and risks of cloud-based services for the healthcare system. It begins by introducing how cloud computing has impacted various sectors including healthcare by enabling storage of large amounts of patient data and easy access. It then categorizes existing cloud applications and services used in healthcare. The document also analyzes security and privacy risks of cloud-based healthcare services and compares the risks of secure vs insecure cloud systems. It proposes that adopting cloud services in healthcare requires addressing security issues.
Similar to Survey Paper on Cloud-Based Secured Healthcare System (20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
Solving Linear Differential Equations with Constant CoefficientsIRJET Journal
1) The document discusses methods for finding the solutions to linear differential equations with constant coefficients. It defines such an equation and explains that the complete solution is the combination of the complementary function (C.F.) and particular integral (P.I.).
2) Various methods are presented for determining the C.F. depending on whether the roots of the auxiliary equation are real, imaginary, repeated, etc.
3) Rules are provided for obtaining the P.I. based on the type of function involved (exponential, trigonometric, power, etc.). Examples are worked through to demonstrate the full solution process.
Exploring Deep Learning Models for Image Recognition: A Comparative Reviewsipij
Image recognition, which comes under Artificial Intelligence (AI) is a critical aspect of computer vision,
enabling computers or other computing devices to identify and categorize objects within images. Among
numerous fields of life, food processing is an important area, in which image processing plays a vital role,
both for producers and consumers. This study focuses on the binary classification of strawberries, where
images are sorted into one of two categories. We Utilized a dataset of strawberry images for this study; we
aim to determine the effectiveness of different models in identifying whether an image contains
strawberries. This research has practical applications in fields such as agriculture and quality control. We
compared various popular deep learning models, including MobileNetV2, Convolutional Neural Networks
(CNN), and DenseNet121, for binary classification of strawberry images. The accuracy achieved by
MobileNetV2 is 96.7%, CNN is 99.8%, and DenseNet121 is 93.6%. Through rigorous testing and analysis,
our results demonstrate that CNN outperforms the other models in this task. In the future, the deep
learning models can be evaluated on a richer and larger number of images (datasets) for better/improved
results.
Unblocking The Main Thread - Solving ANRs and Frozen FramesSinan KOZAK
In the realm of Android development, the main thread is our stage, but too often, it becomes a battleground where performance issues arise, leading to ANRS, frozen frames, and sluggish Uls. As we strive for excellence in user experience, understanding and optimizing the main thread becomes essential to prevent these common perforrmance bottlenecks. We have strategies and best practices for keeping the main thread uncluttered. We'll examine the root causes of performance issues and techniques for monitoring and improving main thread health as wel as app performance. In this talk, participants will walk away with practical knowledge on enhancing app performance by mastering the main thread. We'll share proven approaches to eliminate real-life ANRS and frozen frames to build apps that deliver butter smooth experience.
In May 2024, globally renowned natural diamond crafting company Shree Ramkrishna Exports Pvt. Ltd. (SRK) became the first company in the world to achieve GNFZ’s final net zero certification for existing buildings, for its two two flagship crafting facilities SRK House and SRK Empire. Initially targeting 2030 to reach net zero, SRK joined forces with the Global Network for Zero (GNFZ) to accelerate its target to 2024 — a trailblazing achievement toward emissions elimination.
A vernier caliper is a precision instrument used to measure dimensions with high accuracy. It can measure internal and external dimensions, as well as depths.
Here is a detailed description of its parts and how to use it.
A brand new catalog for the 2024 edition of IWISS. We have enriched our product range and have more innovations in electrician tools, plumbing tools, wire rope tools and banding tools. Let's explore together!
An Internet Protocol address (IP address) is a logical numeric address that is assigned to every single computer, printer, switch, router, tablets, smartphones or any other device that is part of a TCP/IP-based network.
Types of IP address-
Dynamic means "constantly changing “ .dynamic IP addresses aren't more powerful, but they can change.
Static means staying the same. Static. Stand. Stable. Yes, static IP addresses don't change.
Most IP addresses assigned today by Internet Service Providers are dynamic IP addresses. It's more cost effective for the ISP and you.
Conservation of Taksar through Economic RegenerationPriyankaKarn3
This was our 9th Sem Design Studio Project, introduced as Conservation of Taksar Bazar, Bhojpur, an ancient city famous for Taksar- Making Coins. Taksar Bazaar has a civilization of Newars shifted from Patan, with huge socio-economic and cultural significance having a settlement of about 300 years. But in the present scenario, Taksar Bazar has lost its charm and importance, due to various reasons like, migration, unemployment, shift of economic activities to Bhojpur and many more. The scenario was so pityful that when we went to make inventories, take survey and study the site, the people and the context, we barely found any youth of our age! Many houses were vacant, the earthquake devasted and ruined heritages.
Conservation of those heritages, ancient marvels,a nd history was in dire need, so we proposed the Conservation of Taksar through economic regeneration because the lack of economy was the main reason for the people to leave the settlement and the reason for the overall declination.
Response & Safe AI at Summer School of AI at IIITHIIIT Hyderabad
Talk covering Guardrails , Jailbreak, What is an alignment problem? RLHF, EU AI Act, Machine & Graph unlearning, Bias, Inconsistency, Probing, Interpretability, Bias
Development of Chatbot Using AI/ML Technologiesmaisnampibarel
The rapid advancements in artificial intelligence and natural language processing have significantly transformed human-computer interactions. This thesis presents the design, development, and evaluation of an intelligent chatbot capable of engaging in natural and meaningful conversations with users. The chatbot leverages state-of-the-art deep learning techniques, including transformer-based architectures, to understand and generate human-like responses.
Key contributions of this research include the implementation of a context- aware conversational model that can maintain coherent dialogue over extended interactions. The chatbot's performance is evaluated through both automated metrics and user studies, demonstrating its effectiveness in various applications such as customer service, mental health support, and educational assistance. Additionally, ethical considerations and potential biases in chatbot responses are examined to ensure the responsible deployment of this technology.
The findings of this thesis highlight the potential of intelligent chatbots to enhance user experience and provide valuable insights for future developments in conversational AI.
Profiling of Cafe Business in Talavera, Nueva Ecija: A Basis for Development ...IJAEMSJORNAL
This study aimed to profile the coffee shops in Talavera, Nueva Ecija, to develop a standardized checklist for aspiring entrepreneurs. The researchers surveyed 10 coffee shop owners in the municipality of Talavera. Through surveys, the researchers delved into the Owner's Demographic, Business details, Financial Requirements, and other requirements needed to consider starting up a coffee shop. Furthermore, through accurate analysis, the data obtained from the coffee shop owners are arranged to derive key insights. By analyzing this data, the study identifies best practices associated with start-up coffee shops’ profitability in Talavera. These findings were translated into a standardized checklist outlining essential procedures including the lists of equipment needed, financial requirements, and the Traditional and Social Media Marketing techniques. This standardized checklist served as a valuable tool for aspiring and existing coffee shop owners in Talavera, streamlining operations, ensuring consistency, and contributing to business success.