Quantum mechanics makes some very significant observations about nature. Unfortunately, these observations remain a mystery because they do not fit into and/or cannot be explained through classical mechanics. However, we can still explore the philosophical and practical implications of these observations. This article aims to explain philosophical and practical implications of one of the most important observations of quantum mechanics – uncertainty or the arbitrariness in the behavior of particles.

In a world increasingly reliant on data-driven decisions, ensuring the authenticity and traceability of data is critical. Data lineage — the ability to track data from its origin to its final form — plays a pivotal role in ensuring data quality, regulatory compliance, and trustworthy analytics. As data pipelines grow in complexity, manual lineage tracking becomes impractical. This paper explores how Artificial Intelligence (AI) enhances data lineage verification by automating lineage extraction, detecting anomalies, and providing real-time lineage insights. We propose (...) a hybrid AI-based framework that integrates machine learning, natural language processing, and graph analytics to verify data lineage from source to impact, improving auditability and trust in modern data ecosystems. (shrink)

Among all non conventional micro machining, electrochemical discharge machining ECDM is having high quality of material removal rate with zero residual stress. This machining has been accepted as a highly modern technology in micromachining. In this paper an effort has been done on micro drilling of glass using electrochemical discharge machining ECDM . A fixed tool and a step down transformer have been used to support the steady machining to increase the accuracy of work piece. The input parameters used in (...) this experiment are voltage, concentration of electrolyte, enter electrode gap and ratio of area of electrode. MRR has been investigated over the input parameters. Feed rate and electrolyte temperature has been made constant of 3µm sec and 30°c respectively. Taguchi method is used to optimize the effect of the process parameters on MRR. The signal to noise S N ratio and the ANOVA analysis are employed to find the contributions of input parameters. Vikrant Sharma | Sunil Kumar "Experimental research to Optimize Process Parameters in Machining of Non Conducting Material with hybrid non conconventional machining" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-4 , June 2017. (shrink)

Electrochemical assisted abrasive flow finishing is a newly developed hybrid finishing process which is used to finish the internal parts of work piece having complicated geometry to large extent. In electrochemical assisted abrasive flow machining higher abrasion of the material was detected due to the combine effect of ECM and AFF processes. In Electrochemical aided abrasive flow machining a electrolyte is added to the prepared media .This media consist a kind of polymeric carrier and abrasive particles that are hydrocarbon gel, (...) Al2O3, Silicon based polymer, and NaI Sodium iodide as electrolytic salt. In this experimental research different process parameters such as voltage, abrasive concentration, Number of cycle, molal concentration and diameter of rod were considered at different levels for response characteristic of surface roughness Ra and material removal MR based on Taguchi method using standard L27 orthogonal array OA for the plan of experimentation. To determine the contribution of each parameter analysis of variance was used. Sandeep Singh | Sunil kumar "Experimental Research Work to Optimize Process Parameters into Electro Chemical Abrasive Flow Machining using Taguchi Methodology" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-4 , June 2017 . (shrink)

Waste production has increased in both volume and type as a result of ongoing urbanization and industrialization. The Global garbage Management Market Report (2007) estimates that the total volume of municipal solid garbage generated worldwide reached 2.02 billion tons in 2006, a 7% yearly growth since 2003. The ability of national and municipal governments to guarantee efficient and sustainable waste management is hampered by this. Humanity always benefits from technology by making life easier. The improper disposal of rubbish in public (...) areas leads to an overabundance of waste in dustbins, endangering the ecosystem. Waste must be separated, managed, transported, and disposed of properly to reduce risks to the environment and people. Segregation is the best way to maximize waste's economic worth. At the moment, there is no such system in place for household-level separation of dry, moist, and metallic trash. This article offers a creative method for utilizing sensors to transform the waste management system. Dustbin level is tracked concurrently with the use of corresponding automated sensors to achieve segregation. At the household or social unit level, there is currently no such mechanism in place for the separation of dry and moist waste. An automated trash management and segregation system based on sensors is proposed in this research. (shrink)

This project implements a Proxy Re-Encryption (PRE) system for secure data sharing and management in a cloud-based environment. The core objective is to enable a cloud owner to securely upload data, divide it into multiple parts, and allow a data user to access and modify this data while maintaining confidentiality and integrity. Initially, the cloud owner uploads a file, which is split into four segments. Each segment undergoes a hashing process using the SHA algorithm, generating four distinct SHA hash values, (...) which serve as integrity verifiers for the respective parts of the data. To protect data during the sharing process, the owner encrypts the data before granting access to a specific data user. The encrypted file is then subjected to proxy re-encryption, where a proxy server, without learning anything about the contents of the file, re-encrypts it on behalf of the owner. This allows the data user to decrypt the file securely with the provided key. The cloud server manages this process by performing the re-encryption and sharing the encrypted file and key with the user. In this system, only authorized users with the necessary permissions, granted by the cloud owner, can access the file content. The use of proxy re-encryption ensures that the cloud server does not need to have direct access to the unencrypted data, preserving data privacy and security. This project enhances secure data sharing and access in cloud environments, offering a high level of data confidentiality, integrity, and control for the owner while enabling safe and selective access for users. (shrink)

This study looks at how artificial intelligence (AI) chatbots can be used to improve customer service, specifically in online ticketing systems. The paper examines the creation, approaches, and outcomes of AI-powered chatbots and virtual assistants by combining the results of three significant studies. The intelligent systems boost consumer satisfaction, automate processes, and support company expansion. The lack of data and system integration is one of the difficulties discussed in the article, but there are also chances to create chatbot technologies. For (...) researchers and practitioners looking into AI chatbots for a variety of applications, this survey serves as a comprehensive manual. (shrink)

A collection of essays originally published in a special issue of Modern Asia Studies in March 2012, this volume comprises the interactions of various cultures including Singapore, Ladakh, Penang, and Istanbul. It also traces interactions over the sea and between various religious spaces. Businesses or inter-Asian joint-ventures are also included. Edited by professors of history, this book is a welcome addition to the scarce literature on transnational interactions within Asia.