Migrating legacy database applications to modern cloud-based solutions, such as Snowflake, is becoming essential for organizations aiming to leverage scalable, efficient, and cost-effective data solutions. Legacy databases, typically bound to on-premises infrastructure, often lack the flexibility required by contemporary data analytics and storage needs. Snowflake, a cloud-native data platform, provides a versatile environment that enables efficient data storage, sharing, and processing. This research examines a structured methodology for migrating legacy database applications to Snowflake, addressing key stages from initial assessment to (...) data transformation, integration, and performance optimization. A systematic, step-by-step migration process is implemented to minimize risks, reduce downtime, and ensure data integrity. (shrink)

Generative AI is reshaping sectors like banking and healthcare by enabling innovative applications such as personalized service offerings, predictive analytics, and automated content generation. In banking, generative AI drives customer engagement through tailored financial advice, fraud detection, and streamlined customer service. Meanwhile, in healthcare, it enhances medical imaging analysis, drug discovery, and patient diagnostics, significantly impacting patient care and operational efficiency. This paper presents an experimental study examining the implementation and effectiveness of generative AI in these sectors.

Accelerated computing leverages specialized hardware and software techniques to optimize the performance of computationally intensive tasks, offering significant speed-ups in scientific, engineering, and data-driven fields. This paper presents a comprehensive study examining the role of accelerated computing in enhancing processing capabilities and reducing execution times in diverse applications. Using a custom-designed experimental framework, we evaluated different methodologies for parallelization, GPU acceleration, and CPU-GPU coordination. The aim was to assess how various factors, such as data size, computational complexity, and task concurrency, (...) impact processing efficiency. Our findings reveal that implementing accelerated computing can achieve substantial improvements, often reducing computation times by more than 60% compared to traditional sequential methods. This paper details the experimental setup, including algorithm selection and parallelization techniques, and discusses the role of memory bandwidth and latency in achieving optimal performance. Based on the analysis, we propose a streamlined methodology to guide the deployment of accelerated computing frameworks in various industries. Concluding with a discussion on future directions, we highlight potential advancements in hardware architectures and software optimizations that could further augment computational efficiency and scalability in accelerated computing. (shrink)

Thomas Sankara was 33 years old when he seized power in a bloodless coup. During the four years of his governance, he organized adult literacy campaigns and mass vaccination of children, promoted women's rights and fought corruption as well as desertification caused by inappropriate agricultural practices introduced during the colonial period. Within two years, child mortality and illiteracy dropped significantly and vaccination coverage increased. Beyond these quantitative results, Sankara firmly believed that the decolonization of his country started from the formation (...) of the conscience of citizens, from learning to “rely on themselves” – materially and psychologically – and from the abandonment of a logic of technological and financial dependence that generated hunger and debt. To achieve his goals, he launched campaigns to “consume Burkinabè,” to plant trees and preserve rainwater in areas affected by desertification. (shrink)

This and the following lessons cover the topic of Vedānta and ethics. Vedānta has two meanings. The first is the literal sense – “End of Vedas” – and refers to the Āraṇyakas and Upaniṣads—the latter part of the Vedas. The second sense of “Vedanta” is a scholastic one, and refers to a philosophical orientation that attempts to explain the cryptic Vedānta Sūtra (Brahma Sūtra) of Bādarāyaṇa, which aims at being a summary of the End of the Vedas. We shall pursue (...) the question of ethics in both senses of Vedānta. In this module we shall examine the ethical theory of Deontology found in the Upaniṣads. Having explored the implications of this model for moral philosophy, we can reflect upon the three commentarial approaches. In this lesson, we will examine Śaṅkara’s Advaita approach. Advaita Vedānta, especially in Śaṅkara's form, presents a version of moral scepticism, or more strongly, moral irrealism. In this account, there is nothing objective about ethics: it mediates our desires-oriented psychology, and should be dispensed with along with the desire-oriented psychology. Śaṅkara seems to come close to doing the impossible: saying insightful things about what he takes to be a fiction, which is the individual self, for which ethics is essential. (shrink)

This article is the SIXTH of several excerpts from my book The Nondual Mind: Vedānta, Kashmiri Pratyabhijñā Shaivism, and Spinoza (the full book is posted on this site). “I liked James H. Cumming’s The Nondual Mind a lot. It is beautifully written, thoughtful, and very clear.” (Prof. Yitzhak Y. Melamed, Charlotte Bloomberg Professor of Philosophy, Johns Hopkins University) “James H. Cumming’s scholarly interpretation of Spinoza’s works, persuasively showing how 17th century European ideas that ushered in the Enlightenment find a precursor (...) in 10th century Kashmir, is a masterpiece of reason and philosophy that will leave the reader with profound thoughts on the meaning of history, God, and life itself. As a senior staff attorney in my chambers for many years at the California Supreme Court and a top scholar of ethics and philosophy of law, Mr. Cumming never ceased to amaze me with his outstanding research and intellect. This scholarly book is a must read for all who want to know why Spinoza continues to influence contemporary philosophy and how his work is still relevant in today’s challenging, interconnected world.” (Hon. Ming W. Chin, Associate Justice (Retired), Supreme Court of California, 1996–2020). (shrink)

This paper tries to study philosophical standpoints of Shankara and Spinoza in comparative manner. Though these two philosophers are from totally different cultures, their philosophical method has certain similarities.

The main foci of this paper are to delineate the distinction between appearance and reality in the light of Sree Sankara’s Advaita Philosophy and to look at how Sankara’s notion of appearance and reality is enjoying a contemporary revival, and it is important to try to develop an understanding of why this is so. The central theme of the notion of Sankara philosophy is that Brahman or the absolute spirit is the only reality and everything else is an illusory appearance (...) of Brahman. The major essence of Sankara’s Philosophy can be expressed in the form of a half verse, ‘Brahma Satyam Jagat Mitya Jivo Brahmaiva Na apara' which means ‘Brahman is real the world is unreal and the so-called jiva nondifferent from Brahman'. In the current consciousness study, Sree Sankara’s notion of Brahman and Jagat is so conundrum in the material life of postmodern people. But it is inevitable to believe that Sree Sankara’s philosophy is not a conundrum for common people in contemporary society but the very conundrum for the non-common people. (shrink)

This paper primarily focuses on a pivotal argument within "The Great Learning" between Chu Hsi and Wang Yang-ming. Specifically, this argument revolves around whether one should prioritize investigating things before cultivating the sincerity of will or vice versa. In simpler terms, does genuine sincerity need to precede the exploration of a matter one deeply cares about, or does sincerity naturally evolve due to the initial investigation of the issue? Through thoroughly exploring various issues stemming from Chu Hsi's perspective, I contend (...) that Wang Yang-ming's stance, asserting that the sincerity of one's will should precede the investigation of things, appears more compelling than Chu Hsi's viewpoint. Furthermore, I extend this argument to draw parallels with Śaṅkara's "A Thousand Teachings," which similarly underscores the necessity of sincerity of will preceding the examination of matters, given Śaṅkara's stringent criteria for his students. (shrink)

The metaphysical vision of Advaita Vedānta has been making its way into some corners of Western analytic philosophy, and has especially garnered attention among those philosophers who are seeking to develop metaphysical systems in opposition to both reductionist materialism and dualism. Given Vedānta’s monistic view of consciousness, it might seem natural to put Vedānta in dialogue with the growing position of panpsychism which, although not fully monistic, similarly takes mind to be a fundamental feature of reality. This paper will evaluate (...) to what extent Śaṅkara’s monism can bypass the most pressing issues facing panpsychism, namely combination and individuation problems. As will be seen in this paper, while Advaita Vedānta is able to avoid some of the panpsychist problems, it struggles ultimately to ontologically ground illusion in a coherent manner. As a result, a conclusion of this paper is that although Śaṅkara’s vision offers a promising route for those philosophers who take consciousness to be fundamental – including panpsychists – it cannot be uncritically adopted due to the problem of grounding Illusion. (shrink)

This work will argue that Mahāyāna philosophy need not result in endorsement of some cosmic Absolute in the vein of the Advaitin ātman-Brahman. Scholars such as Bhattacharya, Albahari and Murti argue that the Buddha at no point denied the existence of a cosmic ātman, and instead only denied a localised, individual ātman (what amounts to a jīva). The idea behind this, then, is that the Buddha was in effect an Advaitin, analysing experience and advocating liberation in an Advaitin sense: through (...) a rejection of the individual ātman and knowledge (jñāna) of and immersion into the universal ātman-Brahman. I will explore how different religious traditions define and shape the Absolute according to their own religious convictions, illustrating a divergence in conception from the very start, before exploring key differences between the Advaitin conception of the Absolute as put forth by Śaṅkara and as defended by Bhattacharya in The Ātman-Brahman in Ancient Buddhism. I then challenge Bhattacharya’s claims that prajñāpāramitā literature necessarily endorses the ātman-Brahman and that Mahāyāna philosophies reorientate Buddhists towards the truth of the ātman-Brahman. I do this by arguing that there are viable interpretations of Vasubandhu’s Yogācāra and Nāgārjuna’s Madhyamaka that do not advocate such a belief, that prajñāpāramitā literature can be viewed as a project in episteme rather than ontology, and that we need not find a ground of the same sort as the ātman-Brahman in the Buddhist flux of experience. I conclude by showing that whilst Absolutism is a theme in some schools of Buddhism, it need not be – contra Bhattacharya – the conclusion of two major Mahāyāna philosophies. (shrink)

The Upaniṣads, as one of the trilogy of principal Vedāntic texts, the oldest and the most fundamental of them, have exposed a more or less detailed discussion on dreaming, taking it whether as the factual object of their discourse or as a symbol. However, there has been a debate between different schools of Vedāntic philosophy about oneirology, science of dreams and their interpretation, discussion of nature of the dream state, its reality and unreality. This paper, after a short study of (...) oneirology in the Vedas and Upaniṣads, examines argumentations of four great philosophers of different Vedāntic schools, Gauḍapāda, Śaṅkara, Rāmānuja, and Madhva, pertaining to dreams. (shrink)

The paper explores Śaṅkara's position on autonomous consciousness, or cit, as the fundamental reality. As such, cit transcends subject/object duality, and Śaṅkara holds that consciousness is ultimately nirviṣayaka or non-intentional. I compare and contrast the Advaita view with the contemporary Phenomenological account, wherein consciousness is held to be essentially intentional, so that consciousness is always of or about some object or content, and where consciousness without an object is deemed conceptually impossible.

The Bhagavad Gītā has inspired more interpretive controversy than any other religious scripture in India’s history. The Gītā, a philosophical and spiritual poem of approximately seven hundred verses, is part of the ancient Sanskrit epic, the Mahābhārata. In the Gītā, the Lord Kṛṣṇa, who appears in the form of a charioteer, imparts spiritual teachings to the warrior Arjuna and convinces him to fight in a just war that entails the slaughter of many of Arjuna’s own relatives and loved ones. (...) class='Hi'>Śaṅkara, the great eighth-century champion of the Advaita school of philosophy, wrote the first extant commentary on the Gītā. In this commentary, Śaṅkara interpreted the Gītā strictly in accordance with Advaita.. (shrink)

Rāmānuja is known as a theistic ācārya who interpreted Brahmasūtras in Viśiṣṭādvaita point of view. He propounded his philosophy by refuting Kevāldvaita system of Śaṅkara. He criticized the existence and knowledge of indeterminate objects and refuted the concept of Nirviśeṣa Brahman. Therefore, Brahman for him is Saviśeṣa. The name Viśiṣṭādvaita itself signifies that it is Qualified Monism. Brahman is qualified by matter and soul. Matter and soul though real are completely dependent on Brahman for their existence. Hegel is a (...) German Philosopher who propounded Absolute Idealism. Hegel solved the problem of reality from a synthetic and positive point of view. Predecessors of Hegel were reflecting on Reality with one sided abstractions. Absolute is ultimately real for him. Hegel’s Absolute is not devoid of all objects and qualities. Absolute is inclusive of all the categories and all things of the world. Absolute is not abstract like Śaṅkara’s Brahman but it goes very much closer to Ramanuja’s Saviśeṣa Brahman. Thus, both these philosopher though differ in some principles which are very peculiar to them, they definitely meet at on one point of ‘Concrete Monism’. Logical method adopted by them to reach towards their goal is also strikingly similar. The aim of this paper is to analyse the concept of monism according to Rāmānuja and Hegel with philosophical point of view. Comparative study of both will throw light on some striking similarities as well as some differences of these great philosophers. (shrink)

Vedānta has two meanings. The first is the literal sense – “End of Vedas” – and refers to the Āraṇyakas and Upaniṣads—the latter part of the Vedas. The second sense of “Vedanta” is a scholastic one, and refers to a philosophical orientation that attempts to explain the cryptic Vedānta Sūtra (Brahma Sūtra) of Bādarāyaṇa, which aims at being a summary of the End of the Vedas. In the previous module, I review the ethics of the End of the Vedas and (...) explicate the Moral Irrealism of Śaṅkara’s Advaita Vedānta, which is articulated as a commentary on the Vedānta Sūtra. In this module, I compare Rāmānuja (Viśiṣṭādvaita Vedānta) and Madhva's (Dvaita Vedānta) account of the Vedānta Sūtra. Both are moral realists. They differ on the room for freedom given the necessity of moral considerations. One value of the Vedānta approach to ethics is that it provides a non-speciesist framework to think about ethics. It allows us to understand ourselves (ātmā) and our interest in Development (Brahman) as conceptually distinct, though identical in some manner. The Advaita view is that this identity is strict. The Dvaita approach is that Development realises the results of choices of individuals, but only some, owing to their good character, are capable of taking advantage of this for their betterment. The Viśiṣṭādvaita approach of Rāmānuja suggests in contrast that each self is a microcosm of reality. Reality is Development – the genus of individual selves. Each self has Development as an essential trait, but owing to past choices (karma), this is poorly understood. Things change when the individual self understands Brahman to be its true self, for then an individual can re-direct their efforts from procuring results to self-governance by treating the personal essence of the Development (the Lord) as the explanation for improvement. (shrink)

In the Sāṁkhya, Puruṣa (self) is free, inactive and it is the nature of consciousness (cetanā). It is beyond time and space, and it has both merit and demerit, attachment and detachment. It is real form which is not bounded. All actions, pleasure and suffering, change and feeling, etc. are the distortions of the body. Puruṣa (self) is beyond the bodily and mental suffering (dukhaḥ). Puruṣa (self) is neither the cause nor the effect. Puruṣa (self) is not material, and it (...) is also not known by direct perception. Ācharya Śaṅkara critiques the Sāṁkhya view and says, If Puruṣa (self) is inactive then how can it possibly influence the others? Śaṅkara also questions the relation of the Puruṣa (self) with the Prakṛṭi (non-self). This paper elaborates the nature and the existence of Puruṣa (self), purpose of the inactive Puruṣa (self), the subjectivity of Puruṣa (self) from the text “Sāṁkhyakārikā”. A critical analysis of Śaṅkara‟s critique of the “Sāṁkhyakārikā” is made and by providing an analytical assessment of the self (Puruṣa) and its relation with the non-self (Prakṛṭi) the paper attempts at arguing against Śaṅkara‟s logic. (shrink)

This paper aims at examining the issue of the role of supreme being theology in non-Abrahamic traditions. According to the dominant view in contemporary philosophy of religion, the philo-sophical project of inferring divine properties from the concept of God as a maximally perfect being, usually called supreme being theology, is an exclusivity of the Abrahamic traditions. In attempting to question this view, I investigate the developments of two key-concepts of Vedāntatradition –the concepts of Brahman (literally, the greatest) and Bhagavān (literally, (...) the possessor of all excellences) –in thethought of three famous vedantins: Śaṅkara, Rāmānuja and Jīva. (shrink)

This book compares Hindu nondual philosophy to that of Baruch Spinoza, demonstrating the similarity of Spinoza’s ideas to Kashmiri Pratyabhijñā Shaivism. The book is well researched, but it is written in an informal style suitable for both scholars and the educated general public. There is already some scholarly literature comparing Spinoza’s philosophy to Śaṅkara’s Vedānta, but none of it has focused, as this book does, on philosophy of mind, and none of it has included nondual Kashmiri Shaivism in the (...) comparison. Among other things, the important distinction between Śaṅkara’s Vedānta and nondual Kashmiri Shaivism is brought to the fore by looking at those two philosophies through the lens of Spinoza. “I liked James H. Cumming’s The Nondual Mind a lot. It is beautifully written, thoughtful, and very clear.” (Prof. Yitzhak Y. Melamed, Charlotte Bloomberg Professor of Philosophy, Johns Hopkins University) “James H. Cumming’s scholarly interpretation of Spinoza’s works, persuasively showing how 17th century European ideas that ushered in the Enlightenment find a precursor in 10th century Kashmir, is a masterpiece of reason and philosophy that will leave the reader with profound thoughts on the meaning of history, God, and life itself. As a senior staff attorney in my chambers for many years at the California Supreme Court and a top scholar of ethics and philosophy of law, Mr. Cumming never ceased to amaze me with his outstanding research and intellect. This scholarly book is a must read for all who want to know why Spinoza continues to influence contemporary philosophy and how his work is still relevant in today’s challenging, interconnected world.” (Hon. Ming W. Chin, Associate Justice (Retired), Supreme Court of California, 1996–2020). (shrink)

Nel contributo, partendo da una prospettiva teoretica, ci si prefigge di analizzare i rapporti fra la filosofia indiana di Śaṃkara (il massimo filosofo del Vedānta, vissuto nell’VIII sec. d. C.) e il pensiero di Bergson. Da un simile punto di vista diviene infatti possibile una riflessione critica e interpretativa sui testi dei due autori, utile a chiarire alcuni problemi ermeneutici del pensiero śaṃkariano. Reciprocamente, la conoscenza del pensiero di Śaṃkara permette di illuminare e chiarire aspetti problematici della filosofia bergsoniana, in (...) particolare il rapporto fra materia e memoria e l’autentico significato di élan vital. Il saggio utilizza il concetto di advaita (non-dualità) - uno degli elementi chiave della filosofia vedantica – verso un superamento del dualismo materia/spirito, così come è stato affrontato anche dal filosofo francese nel xx secolo. Per svolgere questa interpretazione si approfondiscono poi i concetti di coscienza nei due filosofi, e la nozione di brahman-ātman intesa come trascendentale “non kantiano”, nella logica di smarcamento dalla prospettiva kantiana che era l’obiettivo dichiarato fin dai primi sviluppi della filosofia bergsoniana, contenuti nell’opera del 1889, Saggio sui dati immediati della coscienza. (shrink)