Author: Sudeep James

Migrating MLFlow Server To Cloud: Part 2

Reading Time: 4 minutes In my previous blog, I had discussed the first two phases of migrating MLFlow server to cloud. In this blog, I’ll be discussing the deployment of MLflow tracking server on Google Cloud Platform and migration of the existing data to the process. Also, I’ll be talking about optimizing the overall environment in the process. Deployment Step 1: Copy Contents from Disk Go to this link Continue Reading

Migrating MLFlow Server To Cloud: Part 1

Reading Time: 4 minutes The cloud migration process involves moving all or part of an organization’s data, apps, and services from on-premises data centres to a public or private cloud, where they are accessible on-demand over the Internet to authorized users. For most businesses considering cloud migration, the move is filled with promise and potential; scalability, flexibility, reliability, cost-effectiveness, improved performance and disaster recovery, and simpler, faster deployment. Cloud Continue Reading

Migration Assessment

Reading Time: 7 minutes The first step in migration is to calculate the cost of the move and the cost of what you are running in your current setup. This is useful if you’re planning a migration from an on-premises environment, a private hosting environment, another cloud provider, or if you’re evaluating the opportunity to migrate and exploring what the assessment phase might look like. The assessment phase is Continue Reading

Introduction to Cloud Migration

Reading Time: 4 minutes Cloud migration is the process of moving digital business operations into the cloud to leverage the advantages delivered by a successful digital transformation. Cloud migration is like a physical move, except it involves moving data, applications, and IT processes from some data centres to other data centres, instead of packing up and moving physical goods. Much like a move from a smaller office to a Continue Reading

Networking in Google Cloud Platform

Reading Time: 6 minutes Virtual Private Cloud Network or simply network is a virtual version of a physical network. In Google Cloud Networking, networks provide data connections into and out of cloud resources – mostly Compute Engine instances. Securing the networks is critical to securing the data and controlling access to the resources. Google Cloud Networking achieves flexible and logical isolation of unrelated resources through its different levels.

Migrating from VM to Kubernetes Engine with Anthos

Reading Time: 6 minutes What if we had an automatic way to convert VMs to Containers. Does this sound like magic? Yes, ‘Migrate for Anthos’ does quite a bit of magic underneath to automatically convert VMs to Containers.

Shims: An Overview

Reading Time: 3 minutes With the prevalence of 64-bit operating systems, many applications have become 64-bit compliant. But, there is a large group of existing native applications that still run in 32-bit compatibility mode on 64-bit operating systems. While integrating 64-bit applications with 32-bit applications, we face numerous compatibility challenges relating to the size of the data type, address, pointers, binary format, and runtime dependencies. The 64-bit applications cannot Continue Reading