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Deploy a Dask Cluster on Kubernetes using Minikube on WSL — Part 3

By Nirajkanth Ravichandran Introduction In the ever-evolving landscape of data science and machine learning, the ability to efficiently process and analyze large datasets is crucial. Dask, a flexible parallel computing library in Python, provides a powerful solution to tackle big data challenges by allowing users to create parallel algorithms with…
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Deploy a Dask Cluster on Kubernetes using Minikube on WSL — Part 2

By Nirajkanth Ravichandran In recent years, machine learning has seen tremendous growth, enabling data scientists and researchers to tackle complex problems more efficiently. However, as datasets and models become larger, the need for scalable and distributed computing arises. Dask, a flexible parallel computing library, and Kubernetes, a container orchestration platform,…
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Deploy a Dask Cluster on Kubernetes using Minikube on WSL — Part 1

By Nirajkanth Ravichandran In the realm of data-intensive applications and large-scale data processing, the need for efficient and scalable computing resources is paramount. Kubernetes, an open-source container orchestration platform, has emerged as a powerful tool for managing and scaling containerized applications. When combined with Dask, a flexible parallel computing library…
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Exploring the Fundamentals of Azure Cosmos DB

By Sewvandi Wickramasinghe Azure Cosmos DB Microsoft’s Azure Cosmos DB service is a massively distributed, multi-model database. It allows for elastic and autonomous scaling of throughput. It also has storage in all of Azure’s global territories. Throughput, latency, affordability, and performance assurances are all covered by Cosmos DB’s service level…
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Building Robust Microservices (Node.js): Inter-communication (Kafka), Logging (Winston) and Distributed Tracing (Zipkin)

By Kasun Gunarathna The Microservices architecture allows us to build scalable and maintainable applications by breaking down the application into loosely coupled services and small services. Node.js, with its event-driven architecture, is a popular choice for building such services. This article will delve into three crucial aspects of building microservices…
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Cost-Efficient Resource Allocation for AWS EC2 Instances

By Sammani Wimalaratne The world of the digital era has transformed the cloud into an essential part of computing which, in turn, serves as the reason for its great scalability, flexibility, and effectiveness. AWS is well-known as a cloud service provider that incites innovation and allows both businesses and individuals…
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Cloud Computing & Infrastructure Services

By Bindu Rathnayake Cloud computing and infrastructure services have redefined the way businesses manage their data and applications, offering scalable and cost-effective solutions for IT infrastructure. In this article, we will explore the technical benefits and drawbacks of cloud computing and infrastructure services, and how Axiata Digital Labs can assist…
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