
Stable Diffusion and Web3
Stable Diffusion and Web3: Transforming image2image data with the decentralized cloudArtificial intelligence text-to-image tools like Stable Diffusion, Midjourney, and Dalle2 are rapidly unlocking new possibilities for memes, marketing, and predictive learning for advertising. Stable Diffusion was officially released into beta on August 22 as an open-source alternative to Dalle-2. Because it’s training parameters are open-source, anyone can access and play around with the weights used to trai...
Project Heisenberg - Kevin Leffew - Medium
Originally written for 2018 Georgetown Hackathon, which we placed 2nd at, here: https://medium.com/@kleffew/project-heisenberg-cacd0c329cf7 * Tokenizing prescriptions on the blockchain***Project Heisenberg **is a decentralized identity management and pharmaceutical ERP system built atop a permissioned Ethereum consortium network. This project implements a non-fungible token standard to completely eliminate the risk and *imlicit *cost associated with pharmaceutical script fraud. By creating a ...

Designer Jewelry, On-chain
Bringing tokenized jewelry redeemables to the world of NFTs:Digital Twin is hosting the first of its kind Trunk Show in Miami, FL featuring some of the most notable jewelry designers around the world - from Miami to Hong Kong, and Ukraine. Each designer—Sazingg, L’Dezen and POCHE—will showcase their asset-backed NFT collections and bring their fine-jewelry designs on-chain to ethereum. The goal of this Trunk Show is to blend the digital and physical experience of purchasing fine jewelry. The ...
Sr. Bizops; GTM B2B Team @ Replit Formerly founder Europa Labs, B2B Storj.io, Microsoft

Stable Diffusion and Web3
Stable Diffusion and Web3: Transforming image2image data with the decentralized cloudArtificial intelligence text-to-image tools like Stable Diffusion, Midjourney, and Dalle2 are rapidly unlocking new possibilities for memes, marketing, and predictive learning for advertising. Stable Diffusion was officially released into beta on August 22 as an open-source alternative to Dalle-2. Because it’s training parameters are open-source, anyone can access and play around with the weights used to trai...
Project Heisenberg - Kevin Leffew - Medium
Originally written for 2018 Georgetown Hackathon, which we placed 2nd at, here: https://medium.com/@kleffew/project-heisenberg-cacd0c329cf7 * Tokenizing prescriptions on the blockchain***Project Heisenberg **is a decentralized identity management and pharmaceutical ERP system built atop a permissioned Ethereum consortium network. This project implements a non-fungible token standard to completely eliminate the risk and *imlicit *cost associated with pharmaceutical script fraud. By creating a ...

Designer Jewelry, On-chain
Bringing tokenized jewelry redeemables to the world of NFTs:Digital Twin is hosting the first of its kind Trunk Show in Miami, FL featuring some of the most notable jewelry designers around the world - from Miami to Hong Kong, and Ukraine. Each designer—Sazingg, L’Dezen and POCHE—will showcase their asset-backed NFT collections and bring their fine-jewelry designs on-chain to ethereum. The goal of this Trunk Show is to blend the digital and physical experience of purchasing fine jewelry. The ...
Sr. Bizops; GTM B2B Team @ Replit Formerly founder Europa Labs, B2B Storj.io, Microsoft
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Kubernetes and container technologies have ignited a shift from machine-driven architecture and operations to unified application-driven architecture. This shift has increased application scalability and reduced platform friction. It has also created problems for enterprises dependent on traditional backup tools for data protection.
Traditional backup solutions don't work with agile Kubernetes concepts like container-granularity, namespaces, Kubernetes configurations, backing up distributed databases, and multi-cloud operations.
So, to make life easier for DevOps teams, we set out to build a modern Kubernetes backup tool using the Tardigrade toolset. Originally presented at DEFCON 2020, this architecture increases the resiliency of Kubernetes clusters and infrastructure by backing up object data to the decentralized cloud.
Today, we're announcing Tardigrade Backup for Kubernetes. The architecture leverages Velero, a popular open source tool used by many DevOps professionals to back up and restore Kubernetes clusters and associated object data.
"The Velero community is excited to see Tardigrade develop an integration with Velero, providing another option for object storage to our users," said Michael Michael, Director of Product Management at VMware. "Velero's mission is to be the best backup and recovery solution for Kubernetes, and integrations like this showcase our strong commitment to be an ecosystem citizen and enable users to take advantage of secure, globally-distributed cloud storage solutions that meet their needs."

In any Kubernetes environment, DevOps engineers need a backup, disaster recovery, and migration strategy.
Traditional cloud data center backup and recovery solutions don't fit with Kubernetes because they often assume the infrastructure from where data is backed up is the same infrastructure to where data is restored. However, Kubernetes apps are often backed up and restored across clouds and data centers.
Tardigrade Backup for Velero allows you to back up your Kubernetes objects to Tardigrade and take advantage of the decentralized cloud's superior availability, distribution, and security.
The plugin is well suited for disaster recovery use cases, as well as for architecting cloud-agnostic solutions.
Velero is a command-line tool that backs up Kubernetes clusters and restores them in case of loss. Velero is supported by VMware and includes a command-line interface and server-side component that runs inside your Kubernetes cluster.
Velero lets you:
Take backups of your cluster and restore in case of loss
Migrate cluster resources to other clusters
Replicate your production cluster to development and testing clusters
Velero consists of:
A server that runs on your cluster
A command-line client that runs locally
Velero has a Go client SDK that integrates with the Kubernetes API, using plugins to provide capabilities for syncing across multiple cloud environments.
Velero uses the Kubernetes discovery API to find all the objects stored in ETCD and grabs each cluster, object, state, and a snapshot of persistent volumes.
If you're familiar with kubectl, Velero supports a similar model, allowing you to execute commands such as velero get backup and velero create schedule.
Today, any enterprise Kubernetes strategy needs to be optimized for a multi-cloud world. Modern applications work in multiple data centers, whether within a single managed platform or across multiple providers.
Velero is optimized for multi-cloud architectures and is often used for migration between cloud providers. These powerful backup and restore capabilities enable high levels of application and data mobility across different clouds. The Tardigrade Velero plugin enables you to schedule backups on the decentralized cloud and restore them to anywhere in the world, instantly, on-demand.
Creating a backup is as simple as running velero backup create.
With the plugin, backups can be done selectively: A big cluster can be backed up or restored selectively by namespace and/or label. Next, we'll show its usefulness.
Because Tardigrade is a globally distributed hot object store, you can store and recover your Kubernetes volumes from anywhere in the world, instantly, without having to replicate data across regions. For DevOps managers, this can mean better resilience for your cluster, reduced global RTO (recovery time objective), cost-savings, and improved native security over centralized alternatives.
Disaster recovery for containers is different from VMs—there's more state within a Kubernetes application than just data. DevOps Managers need to back up both their application configuration files and the container image version.
In the example below, we can see a disaster recovery scenario where we might need to migrate into a new cluster:

In this scenario, Cluster B is restored from the backup of Cluster A and reconstituting the Kubernetes volume in the cluster.
Kubernetes is an open source container orchestration engine for automating deployment, scaling, and management of containerized applications.
The new Velero Plugin for Tardigrade enables a more resilient and economical Disaster Prevention, Recovery, and Cloud Migration approach. Try it out and let us know what you think. You can get started following this tutorial.

Kubernetes and container technologies have ignited a shift from machine-driven architecture and operations to unified application-driven architecture. This shift has increased application scalability and reduced platform friction. It has also created problems for enterprises dependent on traditional backup tools for data protection.
Traditional backup solutions don't work with agile Kubernetes concepts like container-granularity, namespaces, Kubernetes configurations, backing up distributed databases, and multi-cloud operations.
So, to make life easier for DevOps teams, we set out to build a modern Kubernetes backup tool using the Tardigrade toolset. Originally presented at DEFCON 2020, this architecture increases the resiliency of Kubernetes clusters and infrastructure by backing up object data to the decentralized cloud.
Today, we're announcing Tardigrade Backup for Kubernetes. The architecture leverages Velero, a popular open source tool used by many DevOps professionals to back up and restore Kubernetes clusters and associated object data.
"The Velero community is excited to see Tardigrade develop an integration with Velero, providing another option for object storage to our users," said Michael Michael, Director of Product Management at VMware. "Velero's mission is to be the best backup and recovery solution for Kubernetes, and integrations like this showcase our strong commitment to be an ecosystem citizen and enable users to take advantage of secure, globally-distributed cloud storage solutions that meet their needs."

In any Kubernetes environment, DevOps engineers need a backup, disaster recovery, and migration strategy.
Traditional cloud data center backup and recovery solutions don't fit with Kubernetes because they often assume the infrastructure from where data is backed up is the same infrastructure to where data is restored. However, Kubernetes apps are often backed up and restored across clouds and data centers.
Tardigrade Backup for Velero allows you to back up your Kubernetes objects to Tardigrade and take advantage of the decentralized cloud's superior availability, distribution, and security.
The plugin is well suited for disaster recovery use cases, as well as for architecting cloud-agnostic solutions.
Velero is a command-line tool that backs up Kubernetes clusters and restores them in case of loss. Velero is supported by VMware and includes a command-line interface and server-side component that runs inside your Kubernetes cluster.
Velero lets you:
Take backups of your cluster and restore in case of loss
Migrate cluster resources to other clusters
Replicate your production cluster to development and testing clusters
Velero consists of:
A server that runs on your cluster
A command-line client that runs locally
Velero has a Go client SDK that integrates with the Kubernetes API, using plugins to provide capabilities for syncing across multiple cloud environments.
Velero uses the Kubernetes discovery API to find all the objects stored in ETCD and grabs each cluster, object, state, and a snapshot of persistent volumes.
If you're familiar with kubectl, Velero supports a similar model, allowing you to execute commands such as velero get backup and velero create schedule.
Today, any enterprise Kubernetes strategy needs to be optimized for a multi-cloud world. Modern applications work in multiple data centers, whether within a single managed platform or across multiple providers.
Velero is optimized for multi-cloud architectures and is often used for migration between cloud providers. These powerful backup and restore capabilities enable high levels of application and data mobility across different clouds. The Tardigrade Velero plugin enables you to schedule backups on the decentralized cloud and restore them to anywhere in the world, instantly, on-demand.
Creating a backup is as simple as running velero backup create.
With the plugin, backups can be done selectively: A big cluster can be backed up or restored selectively by namespace and/or label. Next, we'll show its usefulness.
Because Tardigrade is a globally distributed hot object store, you can store and recover your Kubernetes volumes from anywhere in the world, instantly, without having to replicate data across regions. For DevOps managers, this can mean better resilience for your cluster, reduced global RTO (recovery time objective), cost-savings, and improved native security over centralized alternatives.
Disaster recovery for containers is different from VMs—there's more state within a Kubernetes application than just data. DevOps Managers need to back up both their application configuration files and the container image version.
In the example below, we can see a disaster recovery scenario where we might need to migrate into a new cluster:

In this scenario, Cluster B is restored from the backup of Cluster A and reconstituting the Kubernetes volume in the cluster.
Kubernetes is an open source container orchestration engine for automating deployment, scaling, and management of containerized applications.
The new Velero Plugin for Tardigrade enables a more resilient and economical Disaster Prevention, Recovery, and Cloud Migration approach. Try it out and let us know what you think. You can get started following this tutorial.
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