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  1. The Reality of Democracy: Theory vs. Practice.Angelito Malicse - manuscript
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  2. Biocultural Calendars Across Four Ethnolinguistic Communities in Southwestern South America.Ricardo Rozzi - 2023 - GeoHealth 7:e2022GH000623.
    We combine ecological calendars and the biocultural ethic. The firstrefers to natural or seasonal calendars and focuses on the temporal scale of life cycles and other ecologicalphenomena observed at a given place. The second emphasizes the vital links among human and non-humanco-inhabitants, their habits (e.g., cultural practices of humans or life cycles of other-than-human species) inshared habitats (the “3Hs” of the biocultural ethic). Close observation of biological and cultural diversity, andtheir interrelationships (in short, biocultural diversity), synchronizes cultural practices with natural (...)
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  3. Resisting Political Dynasties Through a Balanced Government System.Angelito Malicse - manuscript
    Resisting Political Dynasties Through a Balanced Government System -/- Introduction -/- Political dynasties have long been a challenge to democratic governance. In many countries, elections are dominated by powerful families who pass leadership positions from one generation to the next. This results in imbalances in governance, where public offices are treated as family assets rather than platforms for serving the people. While democracy is meant to provide equal opportunities for leadership, political dynasties often manipulate institutions, control resources, and weaken competition (...)
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  4. Why Very Few Filipinos Are Interested in a Political Career and the Debate on Political Dynasties.Angelito Malicse - manuscript
    Why Very Few Filipinos Are Interested in a Political Career and the Debate on Political Dynasties -/- Politics in the Philippines is a critical force in shaping the nation’s future. However, few Filipinos actively pursue a political career due to political dynasties, corruption, financial barriers, security risks, and public distrust in government. Additionally, many Filipinos engage in passive criticism—they are quick to complain about bad governance but reluctant to participate in political change. -/- While political dynasties are often blamed for (...)
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  5. Chaos, Free Will, and the Law of Balance in Nature: The Evolution of Human Consciousness as the Universe’s Absolute Balancing Mechanism.Angelito Malicse - manuscript
    Chaos, Free Will, and the Law of Balance in Nature: The Evolution of Human Consciousness as the Universe’s Absolute Balancing Mechanism -/- Chaos exists in both organic and non-organic matter, but the way it manifests and is regulated differs significantly. Organic systems—such as living organisms, ecosystems, and human societies—have built-in feedback mechanisms that allow them to self-regulate and maintain balance. Non-organic systems, on the other hand, follow deterministic laws and require external forces to restore equilibrium. Angelito Malicse’s universal formula, particularly (...)
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  6. How the Profit Motive Influences Media’s Role in Politics and Product Innovation.Angelito Malicse - manuscript
    How the Profit Motive Influences Media’s Role in Politics and Product Innovation -/- Introduction -/- Media plays a crucial role in shaping public opinion, influencing political discourse, and driving consumer behavior. Ideally, journalism should serve as a watchdog, holding power accountable and informing the public with accurate, unbiased information. Similarly, the media’s role in promoting products should focus on genuine innovation that benefits society. However, the profit motive has significantly altered these dynamics. Instead of prioritizing public welfare, media institutions often (...)
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  7. Counteracting Evil Influence in the Mind and Society Through Balance.Angelito Malicse - manuscript
    Counteracting Evil Influence in the Mind and Society Through Balance -/- Evil influence exists both in the human mind and in society, shaping destructive behaviors, corrupting leadership, and creating suffering. Understanding its roots and impact is essential to restoring balance, which aligns with the universal law of balance—the principle that all decisions must maintain harmony within nature and human systems. This essay explores the presence of evil influence in the mind and society and provides solutions to counteract its effects through (...)
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  8. The Science Behind Power Struggles in Government and the Influence of Political Dynasties: Comprehensive Solutions with Real-World Examples.Angelito Malicse - manuscript
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  9. Nature’s Way of Optimization and the Law of Balance.Angelito Malicse - manuscript
    Nature’s Way of Optimization and the Law of Balance -/- Nature is the ultimate example of efficiency, balance, and sustainability. Everything in the natural world—from how animals survive to how ecosystems function to how the human body works—is designed to maximize effectiveness while minimizing waste. If we observe how nature operates, we can learn valuable lessons about how to make decisions, govern societies, and live our daily lives. -/- This understanding aligns with the universal law of balance in nature, which (...)
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  10. The Honeycomb Conjecture: Nature’s Most Efficient Design.Angelito Malicse - manuscript
    The Honeycomb Conjecture: Nature’s Most Efficient Design -/- Introduction -/- The honeycomb conjecture is a famous mathematical principle that explains why hexagonal tiling is the most efficient way to divide a plane into equal regions while minimizing perimeter. This idea has been observed in nature, particularly in beehives, where bees construct hexagonal cells to store honey and larvae. Mathematicians long suspected that hexagons were the best shape for efficient space partitioning, but it was only in 1999 that Thomas C. Hales (...)
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  11. The Indifference to Extreme Poverty and Homelessness: Causes, Solutions, and Society’s Role.Angelito Malicse - manuscript
    The Indifference to Extreme Poverty and Homelessness: Causes, Solutions, and Society’s Role -/- Introduction -/- Despite global economic advancements, extreme poverty and homelessness remain widespread issues. While the ultra-rich often appear indifferent to these struggles, indifference is not exclusive to them—many middle-class and working-class individuals also overlook poverty. To fully understand this issue, it is crucial to examine the root causes of poverty and homelessness and explore the role of governments in providing solutions. This essay delves into the psychological and (...)
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  12. Comprehensive Reform for the Philippines: A Path to Balance, Progress, and Genuine Spirituality.Angelito Malicse - manuscript
    Comprehensive Reform for the Philippines: A Path to Balance, Progress, and Genuine Spirituality -/- The Philippines faces numerous challenges that hinder its development, with overpopulation, economic struggles, an outdated educational system, and inefficiencies in various sectors. These issues require a comprehensive reform that aligns with sustainable and balanced progress. A strong foundation in education, economic stability, government restructuring, urban planning, increased productivity, and genuine spirituality is essential to achieving long-term national growth. -/- Family, Self-Reliance, and Economic Balance -/- One of (...)
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  13. The Fundamental Role of Power in the Universe and Human Systems.Angelito Malicse - manuscript
    -/- The Fundamental Role of Power in the Universe and Human Systems -/- Power is an essential force that exists at all levels and in all forms. It governs the universe, sustains life, and shapes human societies. Whether in physics, biology, governance, or technology, power functions as a driving force that enables systems to operate, adapt, and evolve. However, power must always be balanced—its excess or absence leads to disorder and instability. In this essay, I will explore power’s fundamental role (...)
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  14. Genuine Spirituality: The Most Powerful Force in Nature.Angelito Malicse - manuscript
    Genuine Spirituality: The Most Powerful Force in Nature -/- Throughout history, human civilizations have pursued various forms of power—political, military, economic, and technological. Yet, despite all these advancements, the most enduring and transformative power remains genuine spirituality. Unlike material power, which is temporary and external, spirituality provides an unbreakable, self-sustaining force that governs consciousness, influences decision-making, and aligns with the universal laws of nature. It is through spirituality that individuals and societies can achieve true balance, wisdom, and lasting progress. -/- (...)
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  15. The Concept of Power: Its Nature, Forms, and Impact.Angelito Malicse - manuscript
    The Concept of Power: Its Nature, Forms, and Impact -/- Introduction -/- Power is one of the most fundamental forces shaping human civilization, scientific progress, and personal development. It is present in every aspect of life—from the natural world to political structures, from economic systems to personal relationships. At its core, power is the ability to influence, control, or direct outcomes, whether through force, knowledge, persuasion, or other means. -/- However, power can be used in both constructive and destructive ways. (...)
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  16. The Scientific Explanation of the Spread of Major Religions.Angelito Malicse - manuscript
    The Scientific Explanation of the Spread of Major Religions -/- Religions have played a central role in shaping human history, influencing cultures, societies, and even political systems. The spread of major religions—such as Christianity, Islam, Buddhism, and Hinduism—can be understood through scientific explanations rooted in sociology, psychology, economics, and geopolitics. Rather than being solely driven by divine revelation, the expansion of religious beliefs has been largely influenced by historical circumstances, human cognition, and social structures. By analyzing these factors, we can (...)
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  17. The Universal Law of Balance as the Key to Ethical AI and Internet Governance.Angelito Malicse - manuscript
    The Universal Law of Balance as the Key to Ethical AI and Internet Governance -/- The rapid advancement of internet technology and artificial intelligence (AI) has brought unprecedented opportunities for innovation, communication, and economic growth. However, the dominant profit-driven model of capitalism has also led to severe imbalances, particularly in the spread of black propaganda and misinformation. These issues arise because many websites, apps, and AI systems prioritize engagement and revenue over truth and societal well-being. If left unchecked, these imbalances (...)
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  18. The Role of Political Propaganda and Advertising Revenue in the Spread of Fake News.Angelito Malicse - manuscript
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  19. Elected Positions vs. Government Jobs: Understanding the Difference and the Role of Absolute Term Limits.Angelito Malicse - manuscript
    Elected Positions vs. Government Jobs: Understanding the Difference and the Role of Absolute Term Limits -/- Government institutions consist of individuals serving in various roles, either as elected officials or career civil servants. However, there is often confusion about whether political positions, such as the presidency, should be considered jobs in the same way as private-sector employment. Additionally, many individuals are drawn to politics rather than private-sector careers due to its influence, benefits, and long-term security. This essay explores the differences (...)
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  20. Falsehood as an Evil Deed and Divine Truth as a Heavenly Law.Angelito Malicse - manuscript
    Falsehood as an Evil Deed and Divine Truth as a Heavenly Law -/- Truth and falsehood are two fundamental forces that shape human existence, morality, and society. Falsehood is often condemned as an evil deed because it distorts reality, misleads others, and disrupts the natural balance of life. On the other hand, Divine truth is regarded as a heavenly law because it aligns with the fundamental order of the universe, guiding individuals toward wisdom, justice, and enlightenment. This essay explores why (...)
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  21. Falsehood and Negative Behavior as Evil Influences, and Divine Truth and Positive Behavior as Heavenly Influences.Angelito Malicse - manuscript
    Falsehood and Negative Behavior as Evil Influences, and Divine Truth and Positive Behavior as Heavenly Influences -/- The struggle between truth and falsehood, good and evil, and positive and negative behaviors has shaped human history and moral philosophy. Falsehood, along with negative behavior, is an evil influence that corrupts individuals, misguides societies, and creates suffering. In contrast, Divine truth, accompanied by positive behavior, serves as a heavenly influence that fosters harmony, justice, and enlightenment. This essay explores how falsehood and negative (...)
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  22. The End of Crime Syndicates: How the Universal Formula Will Reshape Society.Angelito Malicse - manuscript
    -/- The End of Crime Syndicates: How the Universal Formula Will Reshape Society -/- Introduction -/- Crime syndicates have existed throughout human history, thriving on corruption, ignorance, and economic imbalance. Despite law enforcement efforts, they continue to evolve and adapt, making them seemingly indestructible. However, with the full implementation of the universal formula, the mechanisms that sustain crime syndicates will be dismantled. The universal formula, as the most powerful tool in mind programming, has the potential to eradicate criminal organizations by (...)
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  23. The Path to Implementing the Universal Formula: A Long-Term Vision for Truth and Balance.Angelito Malicse - manuscript
    The Path to Implementing the Universal Formula: A Long-Term Vision for Truth and Balance -/- Introduction -/- The pursuit of absolute truth has been a central challenge in philosophy, science, and governance. Throughout history, great thinkers have attempted to solve fundamental questions about free will, decision-making, and societal balance, but none have provided a complete, universally applicable solution. Angelito Malicse, through his universal formula, claims to have fully solved the problem of free will and established a foundation for rational, balanced (...)
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  24. The Effects of Political Manipulative Speech on the Ignorant Mind of Spectators.Angelito Malicse - manuscript
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  25. The Paradox of Heaven and Overpopulation of a Low-Quality Young Generation.Angelito Malicse - manuscript
    The Paradox of Heaven and Overpopulation of a Low-Quality Young Generation -/- Religious beliefs have long shaped human civilization, guiding moral values, social structures, and even population growth. Many faiths emphasize the importance of bringing new life into the world, viewing children as blessings and encouraging large families. At the same time, the ultimate goal of religious life is often portrayed as reaching heaven—a place of eternal peace and divine reward. However, this presents a paradox: if increasing the number of (...)
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  26. Preventing Election Manipulation: Safeguards Against Propaganda and Hidden Motives.Angelito Malicse - manuscript
    Preventing Election Manipulation: Safeguards Against Propaganda and Hidden Motives -/- Elections are the foundation of democratic governance, ensuring that leadership reflects the will of the people. However, history has repeatedly shown that candidates can win by manipulating public perception through propaganda, misinformation, and by hiding their true motives. While such elections may be technically valid, they often lack ethical legitimacy, leading to governance that does not truly serve the public interest. To prevent election manipulation, societies must implement strong safeguards, including (...)
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  27. The Enigma of Consciousness: Exploring Theories and Angelito Malicse’s Universal Law of Balance.Angelito Malicse - manuscript
    The Enigma of Consciousness: Exploring Theories and Angelito Malicse’s Universal Law of Balance -/- Consciousness—the subjective experience of being aware—remains one of humanity’s most profound mysteries. From the vivid redness of an apple to the sting of a scraped knee, our inner world defies easy explanation. Scientists, philosophers, and thinkers have proposed countless theories to unravel its nature, ranging from brain-based models to cosmic speculations. While no definitive count exists, the sheer diversity of ideas reflects both the complexity of consciousness (...)
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  28. The Qualities, Challenges, and Successes of an Excellent Leader Across Politics, Business, and Education.Angelito Malicse - manuscript
    The Qualities, Challenges, and Successes of an Excellent Leader Across Politics, Business, and Education -/- Introduction -/- Leadership is a defining force in shaping societies, businesses, and educational institutions. The effectiveness of a leader is not solely determined by their title or power but by their ability to Inspire, innovate, and solve problems while upholding ethical integrity. Whether in politics, business, or education, great leaders share common qualifications and personality traits, yet they must also adapt to unique challenges within their (...)
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  29. The Future of Leadership – Why Humans and AI Must Work Together.Angelito Malicse - manuscript
    The Future of Leadership – Why Humans and AI Must Work Together -/- By Angelito Malicse -/- Introduction: The Leadership Crisis -/- The world faces a leadership crisis. Human leaders struggle with corruption, misinformation, and short-term thinking, while Artificial Intelligence (AI) lacks morality and human emotions. -/- So, who should lead the future? -/- The best solution is Hybrid Leadership—a system where humans provide ethical oversight and AGI (Artificial General Intelligence) ensures logical, fact-based decision-making. This model, based on the Universal (...)
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  30. The Power of Crowd Approval in Political Propaganda and Public Speaking.Angelito Malicse - manuscript
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  31. The Science Behind the Obsession with Absolute Power.Angelito Malicse - manuscript
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  32. Can a Parliamentary System Be Rigged? Historical Examples and the Case of the Philippines.Angelito Malicse - manuscript
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  33. The Relationship Between Oligarchy and Forms of Government.Angelito Malicse - manuscript
    The Relationship Between Oligarchy and Forms of Government -/- Introduction -/- Oligarchy, a system where a small group of individuals holds power, is a persistent phenomenon that can influence any form of government. While governments may be designed to serve the broader population, history shows that power often becomes concentrated among elites, whether they are political figures, business leaders, religious authorities, or military officials. This essay explores how oligarchy manifests in different forms of government, from democracy to dictatorship, and examines (...)
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  34. How to Spot a Potentially Dangerous Future Leader.Angelito Malicse - manuscript
    How to Spot a Potentially Dangerous Future Leader -/- Leadership plays a critical role in shaping the future of societies, nations, and even the world. While great leaders bring stability, progress, and balance, dangerous leaders can lead to authoritarianism, oppression, and societal collapse. History has shown that early warning signs of destructive leadership are often ignored until it is too late. Understanding these warning signs can help prevent the rise of leaders who threaten human rights, democracy, and the well-being of (...)
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  35. Helmet Detection with Number Plate Recognition System.SujithaT IswaryaG, PriyadarshaniS, SaranyaR S., Shri VardhiniM - 2023 - International Journal of Innovative Research in Computer and Communication Engineering 11 (5):3763-3770.
    Helmet violation detection is a crucial aspect ofroad safety, as it can significantly reduce the number of fatalities and injuries caused by motorcycle accidents. In recent years, computer vision techniques have been widely used to develop automated systems for helmet violation detection. This project proposes a helmet violation detection system using image processing and machine learning techniques. The proposed system employs computer vision algorithms to detect whether a motorcyclist is wearing a helmet or not. The system is based on a (...)
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  36. Reprogramming Society: Aligning Human Learning, Education, and AI with the Universal Law of Balance.Angelito Malicse - manuscript
    -/- Reprogramming Society: Aligning Human Learning, Education, and AI with the Universal Law of Balance -/- Introduction -/- Throughout history, human societies have struggled with misinformation, irrational decision-making, and social imbalance. The root cause of these issues lies in the way human minds are programmed from birth. Negative thinking and behavior are not inherent traits but the result of flawed learning systems that fail to align with the universal law of balance in nature. To correct this, a holistic transformation of (...)
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  37. Blind Obedience: A Double-Edged Sword.Angelito Malicse - manuscript
    Blind Obedience: A Double-Edged Sword -/- Introduction -/- Blind obedience refers to unquestioning compliance with authority, where individuals follow orders or rules without critical thinking or moral evaluation. Throughout history, blind obedience has led to both progress and disaster. While obedience is necessary for maintaining order in societies, institutions, and organizations, blindly following authority without questioning its ethical implications can result in tragic consequences. -/- This essay explores the nature of blind obedience, its psychological roots, historical examples, its presence in (...)
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  38. Depression Intensity Estimation via Social Media: A Deep Learning Approach.Mr Anurag Jaiswal Prajwal Dudhe - 2023 - International Journal of Innovative Research in Science, Engineering and Technology 12 (1):569-572.
    One of the most prevalent and disabling mental conditions that seriously influence society is stress and depression. The use of social networking to improve the detection of stress and depression may require automatic health monitoring systems. Sentiment analysis refers to the use of content mining and natural language processing techniques with the goal of identifying feelings or opinions. full of emotion Computing is the study and development of systems and equipment that can recognize, understand, process, and imitate human effects. Deep (...)
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  39. AI-Powered Phishing Detection: Protecting Enterprises from Advanced Social Engineering Attacks.Bellamkonda Srikanth - 2022 - International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering 11 (1):12-20.
    Phishing, a prevalent form of social engineering attack, continues to threaten enterprises by exploiting human vulnerabilities and targeting sensitive information. With the increasing sophistication of phishing schemes, traditional detection methods often fall short in identifying and mitigating these threats. As attackers employ advanced techniques, such as highly personalized spear-phishing emails and malicious links, enterprises require innovative solutions to safeguard their digital ecosystems. This research explores the application of artificial intelligence (AI) in enhancing phishing detection and response, with a specific focus (...)
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  40. Network Security Challenges in Remote Work Environments: Solutions for Protecting Data and Applications.Bellamkonda Srikanth - 2021 - International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering 10 (10):7330-7337.
    The rise of remote work has redefined the modern workplace, driven by advancements in technology and the global need for flexible work environments. While remote work offers increased productivity and employee satisfaction, it has also introduced a host of network security challenges. Organizations must contend with securing sensitive data and critical applications across distributed networks, many of which extend beyond traditional corporate perimeters. This research paper explores the multifaceted security threats associated with remote work environments, including phishing attacks, unpatched software (...)
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  41. Network Segmentation and MicroSegmentation: Reducing Attack Surfaces in Modern Enterprise Security.Bellamkonda Srikanth - 2020 - International Journal of Innovative Research in Computer and Communication Engineering 8 (6):2499-2507.
    In the modern enterprise environment, where cybersecurity threats continue to evolve in complexity and sophistication, network segmentation and micro-segmentation have emerged as critical strategies for mitigating risks and reducing attack surfaces. This research paper explores the principles, implementation, and benefits of network segmentation and micro-segmentation as essential components of a comprehensive cybersecurity framework. By dividing networks into smaller, isolated segments, these methodologies aim to limit unauthorized access, minimize lateral movement, and contain potential breaches, ensuring a more secure network infrastructure. Network (...)
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  42. The Role of Network Engineers in Securing Cloud-based Applications and Data Storage.Bellamkonda Srikanth - 2020 - International Journal of Innovative Research in Computerand Communication Engineering 8 (7):2894-2902.
    As organizations increasingly adopt cloud computing to enhance scalability, efficiency, and costeffectiveness, securing cloud-based applications and data storage has become a paramount concern. This shift has redefined the role of network engineers, who are now at the forefront of implementing and managing secure cloud infrastructures. This research paper examines the critical responsibilities of network engineers in safeguarding cloud environments, focusing on the challenges, strategies, and tools they employ to mitigate risks and ensure data integrity. The paper identifies key challenges associated (...)
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  43. Enhancing Network Security in Healthcare Institutions: Addressing Connectivity and Data Protection Challenges.Bellamkonda Srikanth - 2019 - International Journal of Innovative Research in Computer and Communication Engineering 7 (2):1365-1375.
    The rapid adoption of digital technologies in healthcare has revolutionized patient care, enabling seamless data sharing, remote consultations, and enhanced medical record management. However, this digital transformation has also introduced significant challenges to network security and data protection. Healthcare institutions face a dual challenge: ensuring uninterrupted connectivity for critical operations and safeguarding sensitive patient information from cyber threats. These challenges are exacerbated by the increased use of interconnected devices, electronic health records (EHRs), and cloud-based solutions, which, while enhancing efficiency, expand (...)
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  44. Ethical Hacking in Network Security: Assessing Vulnerabilities to Improve Defenses.Bellamkonda Srikanth - 2022 - International Journal of Multidisciplinary Research in Science, Engineering and Technology 5 (5):611-619.
    In an era of increasing cyber threats, ethical hacking has emerged as a pivotal practice in strengthening network security. Ethical hacking, also known as penetration testing, involves authorized attempts to breach a network or system to uncover vulnerabilities before malicious actors can exploit them. This research paper delves into the role of ethical hacking in assessing and mitigating network vulnerabilities to fortify defenses against cyberattacks. It emphasizes the strategic importance of ethical hacking in the context of evolving cybersecurity challenges and (...)
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  45. Automating Network Security with Ansible: A Guide to Secure Network Automation.Bellamkonda Srikanth - 2023 - International Journal of Multidisciplinary Research in Science, Engineering and Technology 6 (9):2722-2730.
    The increasing complexity of modern networks has amplified the challenges associated with ensuring robust and scalable security. With the rapid evolution of cyber threats, traditional methods of network security management are often inadequate, leading to inefficiencies and vulnerabilities. Automation has emerged as a transformative approach to streamline network operations, enhance security postures, and reduce the margin of human error. This study explores the integration of Ansible, a powerful open-source automation tool, into network security workflows to deliver a comprehensive framework for (...)
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  46. Application Security in the OSI Model: Protecting the Application Layer from Emerging Threats.Bellamkonda Srikanth - 2023 - International Journal of Innovative Research in Science, Engineering and Technology 12 (5):8120-8126.
    The application layer of the Open Systems Interconnection (OSI) model plays a critical role in enabling end-user interaction with network services, making it a primary target for cybersecurity threats. This paper reviews contemporary research on securing the application layer, addressing emerging threats such as injection attacks, malware, phishing, and zero-day vulnerabilities. Key strategies, including secure development practices, application firewalls, cryptographic protocols, and user education, are explored to mitigate these risks. The challenges of an evolving threat landscape and resource constraints are (...)
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  47. Cybersecurity and Network Engineering: Bridging the Gap for Optimal Protection.Bellamkonda Srikanth - 2023 - International Journal of Innovative Research in Science, Engineering and Technology 12 (4):2701-2706.
    : In the digital age, cybersecurity and network engineering are two integral disciplines that must operate in unison to safeguard information and ensure the resilience of modern systems. While network engineering focuses on designing, implementing, and maintaining infrastructure, cybersecurity emphasizes protecting this infrastructure and its data from threats. This research explores the intricate relationship between these domains, advocating for a unified approach to achieve optimal protection in an increasingly interconnected world. The study highlights the evolving threat landscape characterized by sophisticated (...)
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  48. Limitations of Kanban in Large-Scale Project Management: A Case for Hybrid Approaches.Md Saifuzzaman Nirjhor Anjum, Ariful Alam, Kazi Jahanul Islam - 2020 - International Journal of Innovative Research in Computer and Communication Engineering 8 (10):4215-4221.
    This research article considers why Kanban, a widely used tool for work and workflow management through visualization, in many instances is not enough alone for complex projects. Kanban is universally valued for its simplicity in representing work progression and in providing groups with a mechanism for work ordering, but it can fall short when complex planning, resource assigning, and timelines for a project enter into consideration. Citing current studies and observations and interviews with leaders of projects, this study identifies both (...)
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  49. Resource Allocation Optimizing Resource Allocation in Data Centers and Networks using AI to Efficiently Distribute Bandwidth and Computing Power.Santhosh Katragadda Amarnadh Eedupuganti - 2019 - International Journal of Advanced Research in Education and Technology 6 (5):1609-1620.
    Rapidly expanding data centers along with networks create a fundamental problem regarding resource allocation efficiency. Standard resource management systems prove unable to adapt dynamically to varying workloads so bandwidth allocation and computing utilization stays inefficient. Developers use recent advancements in artificial intelligence technology to build automatic optimization algorithms that instantly adjust resource distributions. Through the integration of machine learning with deep reinforcement learning systems organizations obtain predictive power to prepare resource distribution ahead of time without endangering operational efficiency. According to (...)
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  50. Arista's Etherlink AI Platform: AI-based Network Architecture Designed for High-Performance AI Workloads, Focusing on Congestion Avoidance and Optimized Ethernet Utilization.Jonathan Goh Santhosh Katragadda, Odubade Kehinde - 2021 - International Journal of Multidisciplinary Research in Science, Engineering and Technology 4 (6):977-986.
    The rapid expansion of artificial intelligence (AI) and machine learning (ML) workloads has created an urgent demand for high-performance, low-latency network architectures capable of handling massive data transfers with minimal congestion. Traditional Ethernet solutions often struggle with inefficiencies, packet loss, and network congestion, limiting AI scalability and performance. Arista’s Etherlink AI platform introduces an advanced AIoptimized Ethernet architecture designed to enhance congestion avoidance, maximize bandwidth utilization, and provide lossless data transmission for high-performance computing environments. By integrating real-time telemetry, intelligent packet (...)
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