Tag: kubernetes

Jupyterhub on kubernetes, hub stuck on pending, no error in describe pod – JupyterHub

Used the following commands to install kubernetes and the jupyterhub 2.0.0 from helm chart:sudo snap install microk8s –classic –channel=1.27sudo usermod -a -G microk8s rootsudo chown -f –R root ~/.kubesudo usermod -a -G microk8s ziadminsudo chown -f -R ziadmin ~/.kubemicrok8s enable dnsmicrok8s enable hostpath-storagemicrok8s enable helm3microk8s enable metallb:10.0.54.200-10.0.54.220sudo systemctl enable iscsid.servicemicrok8s…

Continue Reading Jupyterhub on kubernetes, hub stuck on pending, no error in describe pod – JupyterHub

Alcion Exits Stealth As ‘Modern AI-Driven Company’ Focused On Data Protection, Security, CEO Says

Storage News Joseph F. Kovar June 07, 2023, 01:20 PM EDT ‘You will be seeing a lot more work on the security side. We know very well how to do core backup and disaster recovery. … But we have also been spending a lot of time…

Continue Reading Alcion Exits Stealth As ‘Modern AI-Driven Company’ Focused On Data Protection, Security, CEO Says

Cognizant hiring RSTUDIO Administrator in Atlantic Highlands, New Jersey, United States

We are Cognizant Artificial IntelligenceDigital technologies, including analytics and AI, give companies a once-in-a-generation opportunity to perform orders of magnitude better than ever before. But clients need new business models built from analyzing customers and business operations at every angle to really understand them. With the power to apply artificial…

Continue Reading Cognizant hiring RSTUDIO Administrator in Atlantic Highlands, New Jersey, United States

Bioinformatics Software Engineer II/III job with Frederick National Laboratory

Bioinformatics Software Engineer II/III Job ID: req3384Employee Type: exempt full-timeDivision: Bioinformatics and Computational ScienceFacility: NIHLocation: NIH Campus 9000 Rockville Pike, Bethesda, MD 20892 USA The Frederick National Laboratory is a Federally Funded Research and Development Center (FFRDC) sponsored by the National Cancer Institute (NCI) and operated by Leidos Biomedical Research,…

Continue Reading Bioinformatics Software Engineer II/III job with Frederick National Laboratory

Stanford Health Care hiring Senior Bioinformatics Scientist in Palo Alto, California, United States

This is a Stanford Health Care job. A Brief Overview Senior Staff Scientist will be part of a growing clinical genomics team of bioinformaticians, lab scientists, data curation scientists, clinicians and medical fellows. The Clinical Genomics Program (CGP) is a collaboration between Stanford Hospitals and Stanford School of Medicine to…

Continue Reading Stanford Health Care hiring Senior Bioinformatics Scientist in Palo Alto, California, United States

Cognizant Technology Solutions RSTUDIO Administrator in Atlantic Highlands, NJ | 844808461

We are Cognizant Artificial Intelligence Digital technologies, including analytics and AI, give companies a once-in-a-generation opportunity to perform orders of magnitude better than ever before. But clients need new business models built from analyzing customers and business operations at every angle to really understand them. With the power to apply…

Continue Reading Cognizant Technology Solutions RSTUDIO Administrator in Atlantic Highlands, NJ | 844808461

kubernetes – Unable to run spark jobs from jupyterhub

I was trying to deploy spark on kubernetes after some try and following this guide dev.to/akoshel/spark-on-k8s-in-jupyterhub-1da2 I successfully ran the example pi by using spark-submit from local system and it worked beautifully and I was able to see the pod in completed status. /opt/spark/bin/spark-submit \ –master \ –deploy-mode cluster…

Continue Reading kubernetes – Unable to run spark jobs from jupyterhub

ValueError: services jupyterhub-idle-culler defined in config role definition jupyterhub-idle-culler but not present in database – Zero to JupyterHub on Kubernetes

I recently tried to upgrade my Z2JH helm chart but got the following error, not sure how to fix this. Didn’t find anything on the internet. Everything is up but the hub pod is failing continuously with this error. Here is the version, I upgraded toHelm chat version: 2.0.0JupyterHub: 3.0.0Jupyterlab:…

Continue Reading ValueError: services jupyterhub-idle-culler defined in config role definition jupyterhub-idle-culler but not present in database – Zero to JupyterHub on Kubernetes

We do Data Science, Big Data, Statistics, RStudio, Python, SPSS | Classes & Lessons | City of Toronto

We are a team of experts offering top-quality assignment writing services in the fields of Artificial Intelligence, Machine Learning, Data Science, Big Data, and Statistics. We have in-depth knowledge and experience in the following areas: AI: ✅ Natural Language Processing ✅ Computer Vision ✅ Robotics ✅ Deep Learning ✅ Neural…

Continue Reading We do Data Science, Big Data, Statistics, RStudio, Python, SPSS | Classes & Lessons | City of Toronto

Machine Learning Engineer / Pytorch – Motion Recruitment

Job Description A well-funded start up located in Los Angeles is using AI and Machine Learning to bring together multiple social products in the blockchain NFT space. This company is looking for superstar candidates working full time who are ready to not only hit the ground running but also be…

Continue Reading Machine Learning Engineer / Pytorch – Motion Recruitment

kubebuilder enum results

Summary Kubebuilder provides a tool called controller-gen to generate utility code and Kubernetes object YAML, like CustomResourceDefinitions. 1 These CRDs support declarative validation using an OpenAPI v3 schema in the validation section 1 , and can be used to control the display of columns with kubectl get. 1 Additionally, Kubebuilder…

Continue Reading kubebuilder enum results

V1ScaleSpec – client-java-api 7.0.0 javadoc

Latest version of io.kubernetes:client-java-api javadoc.io/doc/io.kubernetes/client-java-api Current version 7.0.0 javadoc.io/doc/io.kubernetes/client-java-api/7.0.0 package-list path (used for javadoc generation -link option) javadoc.io/doc/io.kubernetes/client-java-api/7.0.0/package-list Read more here: Source link

Continue Reading V1ScaleSpec – client-java-api 7.0.0 javadoc

Does 2.0.0 version support k8s version 1.24.x? – Zero to JupyterHub on Kubernetes

Hello,As per the following file, it seems that the version 2.0.0 is only supported till 1.23.x of k8s. github.com jupyterhub/zero-to-jupyterhub-k8s/blob/cf3f00a7ee4beaea12df86693721d93f3f6b13a9/.github/workflows/test-chart.yaml#L132-L214 – k3s-channel: latest test: install – k3s-channel: stable test: install – k3s-channel: v1.21 # also test prePuller.hook test: install local-chart-extra-args: >- –set prePuller.hook.enabled=true –set prePuller.hook.pullOnlyOnChanges=true – k3s-channel: v1.20 # also…

Continue Reading Does 2.0.0 version support k8s version 1.24.x? – Zero to JupyterHub on Kubernetes

Jupyterhub deployment on k8s 1.27 – Zero to JupyterHub on Kubernetes

viral May 31, 2023, 3:37am 1 Hello! I am trying to deploy Jupyterhub 2.0.0 helm chart on k8s version 1.27.2 inside minikube VM. When trying to deploy the helm chart locally, I get the following error on hub pod (after this pod keeps on restarting with the same error): Loading…

Continue Reading Jupyterhub deployment on k8s 1.27 – Zero to JupyterHub on Kubernetes

Creyon Bio hiring Bioinformatics Analyst in San Diego Metropolitan Area

Who You Are: You are an intrepid Bioinformatics Data Analyst passionate about distilling information from biological datasets. You have strong skills in bioinformatics, statistics & statistical learning, data science, data visualization & building data analysis dashboards/reports. You have worked on biological problems involving NGS readouts and understand biological engineering principles….

Continue Reading Creyon Bio hiring Bioinformatics Analyst in San Diego Metropolitan Area

Senior MLOps Engineer – Artificial Intelligence Group

The AI Group is the central engineering group responsible for driving Machine Learning (ML) adoption at Bloomberg, with over 200 researchers and engineers working together to provide clients with the best-in-class news, research, market data, and analytics using innovative machine learning technology. We directly impact a wide variety of our…

Continue Reading Senior MLOps Engineer – Artificial Intelligence Group

NVIDIA Corp. (NVDA) Q1 2024 Earnings Call Transcript

NVIDIA Corp. (NASDAQ:NVDA) Q1 2024 Earnings Conference Call May 24, 2023 5:00 PM ET Company Participants Simona Jankowski – VP, IR Colette Kress – EVP & CFO Jensen Huang – Co-Founder, CEO & President Conference Call Participants Toshiya Hari – Goldman Sachs C.J. Muse – Evercore ISI Vivek Arya –…

Continue Reading NVIDIA Corp. (NVDA) Q1 2024 Earnings Call Transcript

Nvidia (NVDA) Q1 2024 Earnings Call Transcript

Image source: The Motley Fool. Nvidia (NVDA -0.49%)Q1 2024 Earnings CallMay 24, 2023, 4:45 p.m. ET Contents: Prepared Remarks Questions and Answers Call Participants Prepared Remarks: Operator Good afternoon. My name is David, and I’ll be your conference operator today. At this time, I’d like to welcome everyone to NVIDIA’s first-quarter earnings…

Continue Reading Nvidia (NVDA) Q1 2024 Earnings Call Transcript

Top 10 AI and ML supply chain companies and solutions

Supply chain AI & ML: IBM Watson Watson Machine Learning is a service on IBM Cloud with features for training and deploying machine learning models and neural networks. Built on a scalable, open-source platform based on Kubernetes and Docker components, Watson Machine Learning enables users to build, train, deploy, and manage…

Continue Reading Top 10 AI and ML supply chain companies and solutions

DNA Printing, Bioengineered Kidney Constructs in Space, Revvity’s Big Pharma Agreements, More

May 24, 2023 | The Association for Molecular Pathology releases recommendations for germline variants detected by NGS, 10x Genomics wins German injunction against NanoString Technologies, and Revvity—formerly PerkinElmer—announces new license agreement with AstraZeneca. Plus new products and deployments from DNA Script, Thermo Fisher, Model N, GenScript, and more. Clear Labs…

Continue Reading DNA Printing, Bioengineered Kidney Constructs in Space, Revvity’s Big Pharma Agreements, More

Torchserve throws 400 `DownloadArchiveException` when the process does not have write access to model store folder

Hello. Recently I installed eks cluster with torchserve following the tutorial github.com/pytorch/serve/tree/master/kubernetes/EKS, but having troubles uploading a motel. When I try to upload a model via: curl -X POST “http://$HOST:8081/models?url=http%3A//54.190.129.247%3A8222/model_ubuntu_2dd0aac04a22d6a0.mar” curl -X POST “http://$HOST:8081/models?url=http://54.190.129.247/8222/model_ubuntu_2dd0aac04a22d6a0.mar” I am getting the following error: { “code”: 400, “type”: “DownloadArchiveException”, “message”: “Failed to download archive…

Continue Reading Torchserve throws 400 `DownloadArchiveException` when the process does not have write access to model store folder

Protect routes while running a custom singleuser server – Zero to JupyterHub on Kubernetes

Hi all, I am using Z2JH as an orchestration platform, to deploy a singleuser app (code-server), to multiple users. I would like each user to be restricted to their own app instance. So, user John can only visit /user/john, and not user/mary. Currently, all user routes are stored in the…

Continue Reading Protect routes while running a custom singleuser server – Zero to JupyterHub on Kubernetes

Senior Java Microservices Developer (Hybrid)

We are looking to hire a Senior Java Microservices Developer with a keen interest or previous experience in Software and Solutions Architecture with a desire to grow into this area. Minimum of 5 years hands on experience designing and developing Microservices. Minimum of 5 years relevant experience with API concepts…

Continue Reading Senior Java Microservices Developer (Hybrid)

Unexpectedly long `PodInitializing` state after `Started container notebook` – Binder

Hi all, I am running into a problem where singleuser pod for one particular binderhub-built image takes forever to complete PodInitializing state (Message: Started container notebook), for example: jupyter-simexp-2dfmriprep-2dnoise-2dbenchmark-2dj8bc29h6 0/1 PodInitializing 0 54m Eventually after a looong wait, it changes to running, but a latency of 1hr+ is not really…

Continue Reading Unexpectedly long `PodInitializing` state after `Started container notebook` – Binder

`readwritemany` shared drive on GKE? – Zero to JupyterHub on Kubernetes

JES May 15, 2023, 8:32am 1 I have a Kubernetes-based JupyterHub deployed on Google Cloud. My Hub has a shared drive that is accessible to all users so they can quickly share files, access common datasets etc. Google PVs don’t support readwritemany access and Google Filestore is too expensive. However,…

Continue Reading `readwritemany` shared drive on GKE? – Zero to JupyterHub on Kubernetes

Jupyterhub to Github authentication using secrets – Zero to JupyterHub on Kubernetes

Hi Team, I did a setup of Jupyrthub authentication with Github via hub.config. This was working perfect but due to secret protection we need to fetch client secret from ext secret manager here AWS secret manager. So I did created a k8s secret using external secret for the same but…

Continue Reading Jupyterhub to Github authentication using secrets – Zero to JupyterHub on Kubernetes

Google Goes Gaga for AI Developer Tools

At its I/O developer conference this week, Google demonstrated how its AI can support more automation in developer spaces. Among the announcements was the application of AI to mobile Android development and cloud application deployments. Studio Bot for Mobile Android Development Matthew McCullough, vice president of Product at Android Developer,…

Continue Reading Google Goes Gaga for AI Developer Tools

Failed to start the single-user server in JupyterHub – Zero to JupyterHub on Kubernetes

Hi, I recently encountered an error indicating spawn failure due to the python module issue. From the error log it suggested /opt/conda/bin/jupyterhub-singleuser is trying to load the ‘alembic’ package from /home/jovyan/.local instead of from /opt/conda/lib. What is strange to me is that all the other people can successfully launch their…

Continue Reading Failed to start the single-user server in JupyterHub – Zero to JupyterHub on Kubernetes

Google Cloud builds most powerful supercomputer yet – Global Village Space

Google has recently launched its new A3 cloud supercomputer, which is now available in private preview. The A3 is designed to train Machine Learning (ML) models, marking the tech giant’s recent push to offer cloud infrastructure for AI purposes. The A3 uses the Nvidia H100 GPU, which is the successor…

Continue Reading Google Cloud builds most powerful supercomputer yet – Global Village Space

Google Cloud is building its most powerful supercomputer to date

Google has announced its new A3 cloud supercomputer, which is now available in private preview.  The new powerhouse can be used to train Machine Learning (ML) models, continuing the tech giant’s recent push to offer cloud infrastructure for AI purposes, such as the new G2 (opens in new tab), the…

Continue Reading Google Cloud is building its most powerful supercomputer to date

Google announces new A3 supercomputer VMs for AI training

Google Cloud has announced the new A3 supercomputer virtual machine at Google I/O today. This is a purpose-built Virtual Machine equipped to train and operate AI models, including models that help drive progress in the exciting field of generative AI.    Google Product Management Director Roy Kim and Corporate Product…

Continue Reading Google announces new A3 supercomputer VMs for AI training

Jupyterhub install kubernetes – Zero to JupyterHub on Kubernetes

chat version: 2.0.0 hub error log [W 2023-05-11 08:27:49.529 JupyterHub app:2860] init_spawners did not complete within 10 seconds. Allowing to complete in the background. [I 2023-05-11 08:27:49.529 JupyterHub app:3057] Not starting proxy [I 2023-05-11 08:27:49.553 JupyterHub app:3093] Hub API listening on http://:8081/hub/ [I 2023-05-11 08:27:49.553 JupyterHub app:3095] Private Hub API…

Continue Reading Jupyterhub install kubernetes – Zero to JupyterHub on Kubernetes

AI machine for the rich: Now, in the Google Cloud, you can get 26 thousand NVIDIA H100 accelerators right away

Google Cloud announced the Google Compute Engine A3 instances – the Google I/O Developer Conference to showcase their purpose-built capabilities – to maximize the performance of machine learning. The new items use advanced power supplies, like fast memory, NVIDIA accelerators and Intel IPUs. A3 virtual machine includes: 8 mlt. NVIDIA…

Continue Reading AI machine for the rich: Now, in the Google Cloud, you can get 26 thousand NVIDIA H100 accelerators right away

Google’s New AI-Focused ‘A3’ Supercomputer Has 26,000 GPUs

Cloud providers are building armies of GPUs to provide more AI firepower. At its annual Google I/O developer conference today, Google announced an AI supercomputer with 26,000 GPUs. The Compute Engine A3 supercomputer is one more proof point that it is throwing more resources in an aggressive counteroffensive in its…

Continue Reading Google’s New AI-Focused ‘A3’ Supercomputer Has 26,000 GPUs

Lightning AI Has Developed A Go-To Platform For Accelerating And Training ML Models, Saving Companies Billions In Costs

Lightning AI is a platform for building machine learning and publishing Lightning Apps that glue together lifecycle tools. To learn more about Lightning AI, Pulse 2.0 interviewed Lightning AI CEO William Falcon. William Falcon’s Background Falcon grew up in Venezuela and came to the United States when he was a…

Continue Reading Lightning AI Has Developed A Go-To Platform For Accelerating And Training ML Models, Saving Companies Billions In Costs

A cloud-native, open-source stack for AI innovation

Foundation models, and generative AI, have captivated our collective imagination and enabled the discovery of new ways to improve the way we live and work. From more seamless interactions with technology via natural language, to automatic generation of code or other data, to use cases across various domains of science,…

Continue Reading A cloud-native, open-source stack for AI innovation

Genialis Unveils Expressions Version 3.0, Cloud Software for Faster, More Secure Data Processing and Management

Genialis, a computational precision medicine company unraveling complex biology to find new ways to treat disease, today released Genialis(™) Expressions version 3.0 to accelerate translational and clinical biomarker discovery. Expressions is a platform for the analysis and management of sequencing data that makes data querying and processing faster, smarter, and…

Continue Reading Genialis Unveils Expressions Version 3.0, Cloud Software for Faster, More Secure Data Processing and Management

V2beta2ExternalMetricSource (client-java-api 16.0.0 API)

V2beta2ExternalMetricSource (client-java-api 16.0.0 API) JavaScript is disabled on your browser. java.lang.Object io.kubernetes.client.openapi.models.V2beta2ExternalMetricSource @Generated(value=”org.openapitools.codegen.languages.JavaClientCodegen”, date=”2022-05-06T16:45:00.555Z[Etc/UTC]”) public class V2beta2ExternalMetricSource extends Object ExternalMetricSource indicates how to scale on a metric not associated with any Kubernetes object (for example length of queue in cloud messaging service, or QPS from loadbalancer running outside of cluster)….

Continue Reading V2beta2ExternalMetricSource (client-java-api 16.0.0 API)

Use jupyter-server-proxy with hub in kubernetes – Zero to JupyterHub on Kubernetes

Hi all,I’m struggling since a couple of days with jupyter-server-proxy setup:Basically, I use a kubernetes cluster and I deployed z2jh helm chart on this cluster (I didn’t customize anything in the helm chart, except that I enabled “debug” in the values.yaml file)In the k8s namespace, I can see a pod…

Continue Reading Use jupyter-server-proxy with hub in kubernetes – Zero to JupyterHub on Kubernetes

kubernetes – How to generate OpenAPI spec file using kubebuilder

I am generating Kubernetes CRD (Custom Resource Definition) using kubebuilder. Along with CRD, I also need to document the REST endpoints by creating OpenAPI v3 Spec (OAS) file. Is there a way to get this done using kubebuilder? Also does kubebuilder allow us to add sample Request/Response payload details in…

Continue Reading kubernetes – How to generate OpenAPI spec file using kubebuilder

UbuntuUpdates – Package “golang-k8s-kube-openapi” (jammy 22.04)

Name: golang-k8s-kube-openapi Description: This package is just an umbrella for a group of other packages, it has no description.Description samples from packages in group: Kubernetes OpenAPI spec generation & serving (library) Kubernetes OpenAPI spec generation & serving (program) Latest version: 0.0~git20211014.b3fe75c-2ubuntu0.22.04.2 Release: jammy (22.04) Level: updates Repository: universe Links Other…

Continue Reading UbuntuUpdates – Package “golang-k8s-kube-openapi” (jammy 22.04)

Jupyerhub spawner failing with an exception: “Initial list of events failed” – Zero to JupyterHub on Kubernetes

I am installing jupyterhub on k8s cluster using the following instructions z2jh.jupyter.org Installing JupyterHub With a Kubernetes cluster cluster available and Helm installed, we can install JupyterHub in the Kubernetes cluster using the JupyterHub Helm chart. Initialize a Helm chart configuration file: Helm… Kubectl Client Version: v1.27.1Kubectl Server Version: v1.20.12helm…

Continue Reading Jupyerhub spawner failing with an exception: “Initial list of events failed” – Zero to JupyterHub on Kubernetes

V1beta1VolumeAttachmentBuilder (client-java-api 11.0.0 API)

V1beta1VolumeAttachmentBuilder (client-java-api 11.0.0 API) JavaScript is disabled on your browser. Method Summary Methods inherited from class io.kubernetes.client.openapi.models.V1beta1VolumeAttachmentFluentImpl buildMetadata, buildSpec, buildStatus, editMetadata, editOrNewMetadata, editOrNewMetadataLike, editOrNewSpec, editOrNewSpecLike, editOrNewStatus, editOrNewStatusLike, editSpec, editStatus, getApiVersion, getKind, getMetadata, getSpec, getStatus, hasApiVersion, hasKind, hasMetadata, hasSpec, hasStatus, withApiVersion, withKind, withMetadata, withNewApiVersion, withNewApiVersion, withNewApiVersion, withNewKind, withNewKind, withNewKind, withNewMetadata, withNewMetadataLike, withNewSpec,…

Continue Reading V1beta1VolumeAttachmentBuilder (client-java-api 11.0.0 API)

JupyterHub in K8s, Profile None Type on First Login Only – Zero to JupyterHub on Kubernetes

I’m experiencing abug that isn’t throwing any errors or warnings in the logs. When a user logs into JupyterHub (hosted in Kubernetes), after the user has been authenticated (via third party, so there is a redirect happening), if the JH database has existing tables, the profile selection screen (which we’re…

Continue Reading JupyterHub in K8s, Profile None Type on First Login Only – Zero to JupyterHub on Kubernetes

Top 9 Machine Learning Deployment Tools

Machine learning deployment is a crucial step in bringing the benefits of data science to real-world applications. With the increasing demand for machine learning deployment, various tools and platforms have emerged to help data scientists and developers deploy their models quickly and efficiently. In this article, we will explore the…

Continue Reading Top 9 Machine Learning Deployment Tools

Machine Learning/Cloud Software Engineer – (AI/ML, Google Cloud Platform) – Cynosure Technologies LLC – Remote

We are looking for a Machine Learning/Cloud Software Engineer for Remote job location. Please find below the job details and let me know your thoughts and get back to me at your earliest convenience on my desk number:  with extension 108.   Role: Machine Learning/Cloud Software Engineer – AI/ML, Google…

Continue Reading Machine Learning/Cloud Software Engineer – (AI/ML, Google Cloud Platform) – Cynosure Technologies LLC – Remote

JupyterHub on Kubernetes: Spawn Failed for users with `timeout 3`. Increase pod creation Timeout – Zero to JupyterHub on Kubernetes

I am having an issue where the hub pod is unable to spawn user pods, and failing within 30 seconds with a timeout error, even though the singleuser.startTimeout is set to 30000. While trying to create the pod, I see the logs saying Attempting to create pod jupyter-user3, with timeout…

Continue Reading JupyterHub on Kubernetes: Spawn Failed for users with `timeout 3`. Increase pod creation Timeout – Zero to JupyterHub on Kubernetes

Kubernetes 1.27: Server Side Field Validation and OpenAPI V3 move to GA

Monday, April 24, 2023 Author: Jeffrey Ying (Google), Antoine Pelisse (Google) Before Kubernetes v1.8 (!), typos, mis-indentations or minor errors in YAMLs could have catastrophic consequences (e.g. a typo like forgetting the trailing s in replica: 1000 could cause an outage, because the value would be ignored and missing, forcing…

Continue Reading Kubernetes 1.27: Server Side Field Validation and OpenAPI V3 move to GA

kubernetes – Connection to dask gateway server fails with JupyterHub authentication

I am doing a multi user setup with DaskHub and JupyterHub with the use of Daskgateway servers but my connection to dask-gateway servers fails with error: Error ClientConnectorError: Cannot connect to host traefik-dask-gateway:80 ssl:default [Name or service not known] Connection string used: from dask_gateway import Gateway gateway = Gateway( address=”http://traefik-dask-gateway/services/dask-gateway/”,…

Continue Reading kubernetes – Connection to dask gateway server fails with JupyterHub authentication

Bioinformatics Engineer III at Thermo Fisher Scientific, Inc – Bengaluru

Job Description At Thermo Fisher, our mission is to cure cancer with genomic data. It is a close-knit, collaborative, cross-functional setting where we believe none of us is as smart as all of us and we each have something valuable to contribute toward our goal. The software services team is…

Continue Reading Bioinformatics Engineer III at Thermo Fisher Scientific, Inc – Bengaluru

Bioinformatics Engineer III Job For 0-50 Year Exp In Thermo Fisher Scientific Bengaluru / Bangalore – 13226969

Job Description Job Description : At Thermo Fisher, our mission is to cure cancer with genomic data. It is a close-knit, collaborative, cross-functional setting where we believe none of us is as smart as all of us and we each have something valuable to contribute toward our goal. The software…

Continue Reading Bioinformatics Engineer III Job For 0-50 Year Exp In Thermo Fisher Scientific Bengaluru / Bangalore – 13226969

SAP BTP, Kyma runtime k8s APIs with API Management

As depicted below, a kubernetes API server is at the heart of any kyma/k8s cluster. The API server exposes an HTTP API for pretty much every single k8s cluster object Whether using kubectl command line interface or a kubernetes client library, the communication is passing through the kubernetes API server…

Continue Reading SAP BTP, Kyma runtime k8s APIs with API Management

Set up a machine learning pipeline in this Kubeflow tutorial

You don’t have to use Kubernetes to power machine learning deployments. But if you do — and there are many reasons why you might want to — Kubeflow is the simplest and fastest way to get machine learning workloads up and running on Kubernetes. Kubeflow is an open source…

Continue Reading Set up a machine learning pipeline in this Kubeflow tutorial

JupyterHub share folder – Zero to JupyterHub on Kubernetes

Can we have share folder/volumn between pods , which are created by Jupyterhub users gcerar April 18, 2023, 9:30pm 2 Sure you can. On our setup, we have something like singleuser: … storage: capacity: 10Gi extraVolumes: – name: shm-volume emptyDir: medium: Memory – name: jupyterhub-shared persistentVolumeClaim: claimName: jupyterhub-shared-volume – name:…

Continue Reading JupyterHub share folder – Zero to JupyterHub on Kubernetes

Google Data Cloud & AI Summit 2023: Highlights

The Google Data Cloud & AI Summit is an annual event and a part of Google’s digital cloud summit series. It focuses on revealing insights, solutions, business transformation opportunities, and the latest innovations in Google Data Cloud for AI, databases, data analytics, and business intelligence to enthusiasts, developers, business users,…

Continue Reading Google Data Cloud & AI Summit 2023: Highlights

Google Cloud Alternatives to Cloud Composer | by Marc Djohossou | Apr, 2023

Opinion Do not kill a fly with a hammer Image By Author, Fire Logo Designed By Freepik¹ Did you know that as a Google Cloud user, there are many services to choose from to orchestrate your jobs ? For batch jobs, the natural choice has been Cloud Composer for a…

Continue Reading Google Cloud Alternatives to Cloud Composer | by Marc Djohossou | Apr, 2023

Marrying OpenAPI and Kubernetes Could Prevent Ticketmaster-Like Outages

Like most Taylor Swift fans, I was disappointed in the Ticketmaster crash during the presale for her current tour. The preorder fiasco reminds me of bottlenecks that all enterprises and organizations encounter on their digital transformation journey while they strive to balance the delivery of stable products with rapid application…

Continue Reading Marrying OpenAPI and Kubernetes Could Prevent Ticketmaster-Like Outages

Helm pull/search (remote) – Zero to JupyterHub on Kubernetes

BenGig April 12, 2023, 8:11am 1 For integration in a deployment environment, I want to pull the helm chart by “helm pull”. The command fails (ignore the backslash in front of ‘https’, the editor would mess up the text by inserting the page title): % helm pull –repo \https://jupyterhub.github.io/helm-chart/ jupyterhub/jupyterhub…

Continue Reading Helm pull/search (remote) – Zero to JupyterHub on Kubernetes

RStudio – Metacentrum Documentation

RStudio is an integrated development environment (IDE) for R. It includes a console, syntax-highlighting editor that supports direct code execution, as well as tools for plotting, history, debugging and workspace management. OnDemand RStudio can be run in a browser as OnDemand service. This is the most straighforward and simplest way….

Continue Reading RStudio – Metacentrum Documentation

Configuring API portal for VMware Tanzu on Tanzu Application Service

API portal for VMware Tanzu supports deployments in both Kubernetes and Tanzu Application Service (TAS). This guide covers the specifics for TAS. For any change in the API portal configuration, the application must be restarted. cf restart APP_NAME Modifying OpenAPI Source URL Locations API portal for VMware Tanzu displays API…

Continue Reading Configuring API portal for VMware Tanzu on Tanzu Application Service

Getting 302 redirect – Zero to JupyterHub on Kubernetes

Hi Team ,When I try to use jupyterhub getting 302 redirects, there are many redirects. I am using istio. I am using prefix /jupyterhub to expose the jupyterhub service . but prefix is rewritten into / using istio routetable mechanism. WHen we try to access the hub we see many…

Continue Reading Getting 302 redirect – Zero to JupyterHub on Kubernetes

V1SELinuxOptionsBuilder – client-java-api 11.0.0 javadoc

Latest version of io.kubernetes:client-java-api javadoc.io/doc/io.kubernetes/client-java-api Current version 11.0.0 javadoc.io/doc/io.kubernetes/client-java-api/11.0.0 package-list path (used for javadoc generation -link option) javadoc.io/doc/io.kubernetes/client-java-api/11.0.0/package-list Read more here: Source link

Continue Reading V1SELinuxOptionsBuilder – client-java-api 11.0.0 javadoc

Machine Learning Engineer / Pytorch in Los Angeles

Job Description A well-funded start up located in Los Angeles is using AI and Machine Learning to bring together multiple social products in the blockchain NFT space. This company is looking for superstar candidates working full time who are ready to not only hit the ground running but also be…

Continue Reading Machine Learning Engineer / Pytorch in Los Angeles

Breaking up with the Cloud: Crafting an exit plan

Today businesses are rapidly getting digitally transformed at the back of innovative solutions including Artificial Intelligence, Machine Learning & LLM language models like ChatGPT. Cloud infrastructure and services have played a crucial role in providing impetus to these innovations and truly made it possible to deliver next-gen applications with speed…

Continue Reading Breaking up with the Cloud: Crafting an exit plan

Doing more innovative AI business, faster, with Google Cloud

Google AI/ML solutions are enabling South African innovators to boost business for their customers – quickly and easily. This is according to Digicloud Africa, Google’s chosen reseller enablement partner in Africa. “Google Cloud and AI tools are helping our partners to work smarter and faster, solving key business problems for…

Continue Reading Doing more innovative AI business, faster, with Google Cloud

The Linux Foundation Announces Keynote Speakers for Open Source Summit North America 2023

Premier event for open source developers and community contributors will feature visionary speakers from EleutherAI, Discover Financial Services, Google, Province of British Columbia, NASA Jet Propulsion Laboratory and more, covering the most pivotal topics and technologies at the core of open source. SAN FRANCISCO, March 29, 2023 /PRNewswire/ — The Linux Foundation, the…

Continue Reading The Linux Foundation Announces Keynote Speakers for Open Source Summit North America 2023

Noname Security Expands API Security Platform To Help Organizations Increase Cyber Resilience

Noname Security Industry Leader Continues to Define the API Security Market SAN JOSE, Calif., March 29, 2023 (GLOBE NEWSWIRE) — Noname Security, the leading provider of complete API security solutions, today announced major enhancements to its market-leading API security platform to help organizations protect their API ecosystem, secure their applications,…

Continue Reading Noname Security Expands API Security Platform To Help Organizations Increase Cyber Resilience

The tale of how the ICD connected to the OBI (and what does OpenAPI have to do with it)

From this it becomes clear why the Central Bank sees OpenAPI as the future standard in the industry. Banks use different solutions, and the new specification will make it possible to switch to a single standard, according to which it will be convenient for everyone to exchange information. The “openness”…

Continue Reading The tale of how the ICD connected to the OBI (and what does OpenAPI have to do with it)

Real-time Analytics News for Week Ending March 25

In this week’s real-time analytics news: The Gartner Data & Analytics Summit and the NVIDIA GTC conference generated numerous announcements. Keeping pace with news and developments in the real-time analytics market can be a daunting task. Fortunately, we have you covered with a summary of the items our staff comes…

Continue Reading Real-time Analytics News for Week Ending March 25

Augmenting ML Datasets with Gretel and Vertex AI

Here at Gretel, we are thrilled to officially be a technology partner with Google Cloud Platform (GCP). For the last few years, Gretel has been unblocking Machine Learning (ML) operations by enabling the use of synthetic data to augment or replace ML training data. With this partnership, we’re even more…

Continue Reading Augmenting ML Datasets with Gretel and Vertex AI

Add scopes to `JUPYTERHUB_API_TOKEN` through Helm chart values – Zero to JupyterHub on Kubernetes

Good afternoon, I’ve recently updated to chart version 2.0.0 of JupyterHub (app version 3.0.0) from the repository at See installation instructions for: | JupyterHub’s Helm chart repository. Unlike previous versions, the JUPYTERHUB_API_TOKEN now has limited scopes due to the use of the service role, so I’m unable to mange groups…

Continue Reading Add scopes to `JUPYTERHUB_API_TOKEN` through Helm chart values – Zero to JupyterHub on Kubernetes

Building The Most Open And Innovative AI Ecosystem

The future of artificial intelligence (AI) will be open. New and innovative capabilities in areas like generative AI will come from all corners of the technology ecosystem and from companies distributed around the globe — from early stage startups to cloud-native AI platforms to large, global enterprises. The momentum in…

Continue Reading Building The Most Open And Innovative AI Ecosystem

Jupyterhub behind ingress controller – Zero to JupyterHub on Kubernetes

I am trying to host a jupyterhub on kubernetes . I have deployed the helm chart and set the ingress resource . when i visit the site loads properly as wellthe websocket connection fails. i read on the nginx ingress controller docs that websocket is supported out of the box.I…

Continue Reading Jupyterhub behind ingress controller – Zero to JupyterHub on Kubernetes

Coop reduces food waste by forecasting with Google’s AI and Data Cloud

Leveraging Google Cloud to increase the relative forecasting accuracy by 43% over custom models trained by the Coop team can significantly affect the retailer’s supply chain. By taking this POC to pilot and possibly production, the Coop ML team hopes to improve its forecasting model to better support wider company…

Continue Reading Coop reduces food waste by forecasting with Google’s AI and Data Cloud

All the attempts to mount a shared volume on GKE Autopilot were unsuccessful – Zero to JupyterHub on Kubernetes

I am trying to mount a shared persistent volume claim for jupyterhub pods on GKE with Autopolit while deploying jupyterhub and I am not successful so far. Is this even possible? I am thinking may be GKE autopilot doesn’t allow this. Do you know a tutorial where I can follow…

Continue Reading All the attempts to mount a shared volume on GKE Autopilot were unsuccessful – Zero to JupyterHub on Kubernetes

Hub is failing to start single user server – Zero to JupyterHub on Kubernetes

Hello everyone, I am facing and issue while setting up jupyterhub.For me both Hub and proxy are running and when I try to login(Authenticator disabled) and get redirected to single user server my Hub crashes after few attempts. Adding my Hub Logs for more detail:[I 2023-03-14 10:11:20.211 JupyterHub pages:396] sunkumar…

Continue Reading Hub is failing to start single user server – Zero to JupyterHub on Kubernetes

Java Microservices Developer – IT-Online

We are looking to hire a Java Microservices Developer for our Johannesburg based client. Minimum of 4 years hands on experience designing and developing Microservices. Minimum of 4 years relevant experience with API concepts and technologies. 4 years of experience with system integration. Experience developing within an Agile methodology. Experienced…

Continue Reading Java Microservices Developer – IT-Online

Snakemake vs. Nextflow: strengths and weaknesses

Forum:Snakemake vs. Nextflow: strengths and weaknesses 6 I have seen increasing interest in workflow/pipeline management systems such as snakemake and nextflow. In my opinion, both seem very interesting and very promising. There is a very interesting review from 2016 in which bash, make, snakemake and nextflow were compared: www.jmazz.me/blog/NGS-Workflows The…

Continue Reading Snakemake vs. Nextflow: strengths and weaknesses

How to execute some initial command when user first login – Zero to JupyterHub on Kubernetes

zeddit March 8, 2023, 11:01am 1 I want some hook command to be executed when new user first come to jupyterhub, e.g. copying .condarc template to user’s home dir.How to achieve it in jupyterhub on k8s.great thanks. manics March 8, 2023, 11:11am 2 There are a few ways, see z2jh.jupyter.org

Continue Reading How to execute some initial command when user first login – Zero to JupyterHub on Kubernetes

You probably don’t need JupyterHub on Kubernetes

a day ago Article URL: ouba.online/blog/2023/3/8/you_probably_dont_need_jupyterhub_on_kubernetes/post Comments URL: news.ycombinator.com/item?id=35070551 Points: 1 # Comments: 0 You probably don’t need JupyterHub on Kubernetes.To deploy Jupyter notebooks on Kubernetes using open-source software, currently there are two major approaches to choose from:Make notebooks a core feature on KubernetesThis is usually done using CRD to…

Continue Reading You probably don’t need JupyterHub on Kubernetes

Jupyterhub on GKE Auto-pilot – Zero to JupyterHub on Kubernetes

Hi, I am trying to deploy jupyterhub on Google Kubernetes Engine Auto Pilot.I have this error when spawning Spawn failed: (400) Reason: error HTTP response headers: HTTPHeaderDict({‘Audit-Id’: ‘83a8c7d0-e3fd-401a-ae02-72b8f08e25dc’, ‘Cache-Control’: ‘no-cache, private’, ‘Content-Type’: ‘application/json’, ‘Warning’: ‘299 – “Autopilot set default resource requests on Pod train/jupyter-user1 for container block-cloud-metadata, as resource requests…

Continue Reading Jupyterhub on GKE Auto-pilot – Zero to JupyterHub on Kubernetes

V1beta1ServiceAccountSubjectBuilder (client-java-fluent 13.0.0 API)

V1beta1ServiceAccountSubjectBuilder (client-java-fluent 13.0.0 API) JavaScript is disabled on your browser. Constructor Detail V1beta1ServiceAccountSubjectBuilder public V1beta1ServiceAccountSubjectBuilder(V1beta1ServiceAccountSubjectFluent<?> fluent, io.kubernetes.client.openapi.models.V1beta1ServiceAccountSubject instance) V1beta1ServiceAccountSubjectBuilder public V1beta1ServiceAccountSubjectBuilder(V1beta1ServiceAccountSubjectFluent<?> fluent, io.kubernetes.client.openapi.models.V1beta1ServiceAccountSubject instance, Boolean validationEnabled) V1beta1ServiceAccountSubjectBuilder public V1beta1ServiceAccountSubjectBuilder(io.kubernetes.client.openapi.models.V1beta1ServiceAccountSubject instance, Boolean validationEnabled) Copyright © 2021. All rights reserved. Read more here: Source link

Continue Reading V1beta1ServiceAccountSubjectBuilder (client-java-fluent 13.0.0 API)

V1KeyToPathBuilder (client-java-api 10.0.2 API)

V1KeyToPathBuilder (client-java-api 10.0.2 API) JavaScript is disabled on your browser. Method Summary Methods inherited from class io.kubernetes.client.openapi.models.V1KeyToPathFluentImpl getKey, getMode, getPath, hasKey, hasMode, hasPath, withKey, withMode, withNewKey, withNewKey, withNewKey, withNewPath, withNewPath, withNewPath, withPath Methods inherited from interface io.kubernetes.client.fluent.Visitable accept Copyright © 2021. All rights reserved. Read more here: Source link

Continue Reading V1KeyToPathBuilder (client-java-api 10.0.2 API)

OpenAPI Jobs

Jobs 1 to 25 of 32 City of London, London, United KingdomHybrid / WFH Options Fimatix UK Ltd Essential Technical Skills Language – JavaScript, NodeJS, Typescript Framework – NestJS/Express/Microservices Testing – Jest/Mocha/Cypress/React testing Library API OpenAPI/GraphQL/GRPC Messaging – AMQP/RabbitMQ/Kafka Data Storage – MongoDB/Mongoose…

Continue Reading OpenAPI Jobs

kubernetes – slurm with K8s or Kubeflow possible?

I understand that both Slurm and Kubeflow/K8s are workload manager. we wanted to leverage features of slurm parallelism etc., and use with Kubeflow or Kubernetes for ML workflow, is it possible? can they coexist or work together? Example: We want to submit training job from Kubeflow notebook, it should work…

Continue Reading kubernetes – slurm with K8s or Kubeflow possible?

Google Cloud reveals telecom products to address network transformation, monetisation | VanillaPlus

Barcelona, Spain – At MWC 2023, Google Cloud has announced three telecom products to help communication service providers (CSPs) on their networks and unlock new revenue opportunities. The new telecom products, Telecom Network Automation, Telecom Data Fabric, and Telecom Subscriber Insights, will offer CSPs a unified cloud solution that helps them build, deploy, and…

Continue Reading Google Cloud reveals telecom products to address network transformation, monetisation | VanillaPlus

Here is An Open-Source RLHF Implementation of LLaMA

Within a week of the release of Meta’s open-source LLM, LLaMA, we have an implementation of it based on Reinforcement Learning with Human Feedback (RLHF). ChatLLaMA, developed by Nebuly, claims to have a 15 times faster training process than ChatGPT, which is ideal for allowing developers to fine-tune and personalise…

Continue Reading Here is An Open-Source RLHF Implementation of LLaMA

Built with BigQuery and Google AI: How Glean enhances enterprise search quality and relevance for teams

Glean offers a variety of features and services for its users:  Feature 1: Search across all your company’s apps.  Glean understands context, language, behavior, and relationships with others, to constantly learn about what you need and instantly find personalized answers to your questions. For instance, Glean factors in signals like…

Continue Reading Built with BigQuery and Google AI: How Glean enhances enterprise search quality and relevance for teams

Google Cloud presents three telecom products @ MWC 2023

Google Cloud announced three new telecom products to help communication service providers (CSPs) digitally transform their networks at the Mobile World Congress (MWC) 2023 in Barcelona.Telecom Network Automation, Telecom Data Fabric, and Telecom Subscriber Insights, will offer CSPs a unified cloud solution that helps them build, deploy, and operate their hybrid cloud-native networks;…

Continue Reading Google Cloud presents three telecom products @ MWC 2023

Public Cloud Providers At MWC 23 Lure Telecommunication Companies

At Mobile World Congress 2023, public cloud providers showcase their offerings in an effort to entice telecom companies. Here are the highlights of the announcements from Amazon Web Services, Microsoft Azure, and Google Cloud Platform. Modern Network Pixabay Amazon Web Services at MWC AWS has two key announcements – the…

Continue Reading Public Cloud Providers At MWC 23 Lure Telecommunication Companies

New Google Cloud Products Target Telecom Provider Digital Transformation

Google Cloud has introduced three products – Telecom Network Automation, Telecom Data Fabric and Telecom Subscriber Insights – that aim to help communications service providers digitize their networks and increase revenues. Google Cloud also said that it is updating its Google Distributed Cloud Edge to extend the infrastructure to the…

Continue Reading New Google Cloud Products Target Telecom Provider Digital Transformation

Google really wants to help telcos get into hybrid cloud

Google Cloud has announced three new products aimed at communication service providers (CSPs) to help them transform their networks with hybrid cloud technologies.  At MWC 2023, the tech giant revealed Telecom Network Automation, Telecom Data Fabric, and Telecom Subscriber Insights, which it says will provide telcos with an all-in-one cloud…

Continue Reading Google really wants to help telcos get into hybrid cloud

Google Cloud Announces New Telecom Products to Address Network Transformation and Monetization

BARCELONA, Spain, Feb. 27, 2023 /PRNewswire/ — At MWC 2023, the telecommunications industry’s largest event of the year, Google Cloud today announced three new telecom products to help communication service providers (CSPs) digitally transform their networks with hybrid-cloud principles and unlock new revenue opportunities. The new telecom products, Telecom Network…

Continue Reading Google Cloud Announces New Telecom Products to Address Network Transformation and Monetization

Google Cloud announces collaboration with StarHub, new telecom innovations for CSPs, CIOSEA News, ETCIO SEA

At Mobile World Congress (MWC) 2023, the telecommunications industry’s largest event of the year, Google Cloud today announced a new collaboration with StarHub, a leading homegrown company from Singapore that delivers world-class communications, entertainment, and digital services. Google Cloud also announced new telecom innovations to help communication service providers (CSPs)…

Continue Reading Google Cloud announces collaboration with StarHub, new telecom innovations for CSPs, CIOSEA News, ETCIO SEA

Offload HTTPs causing CORS error on EKS – Zero to JupyterHub on Kubernetes – Jupyter Community Forum

After enabling HTTPS with type offload I get 403 errors like:API request failed (403): Action is not authorized with current scopes; requires any of [delete:servers]on certain hub requests (while setting up a notebook instance or trying to stop a server) when I activate https offloaded to the AWS load balancer….

Continue Reading Offload HTTPs causing CORS error on EKS – Zero to JupyterHub on Kubernetes – Jupyter Community Forum

14 VS Code Sessions | RStudio Workbench Edition 1.4.1707-4

14.1 Overview RStudio Workbench allows you to launch VS Code sessions from the home page via the Job Launcher, if configured. Users can start VS Code sessions that allow them to work with VS Code while still working within the administrative framework provided by RStudio, such as authentication, PAM session…

Continue Reading 14 VS Code Sessions | RStudio Workbench Edition 1.4.1707-4

Solutions Architect – Eastern Cape

One of the leading global suppliers of Premium and Luxury Cars and one of the world’s largest manufacturer of commercial vehicles. Seeks the expertise of a Solutions Architect to join their Dynamic team. Minimum Qualification & Experience: NQF 6 Required 5+ years’ experience designing and building software applications Proficiency with…

Continue Reading Solutions Architect – Eastern Cape

JupyterHub and Keycloak on localhost? – Zero to JupyterHub on Kubernetes

zalil February 23, 2023, 3:31pm 1 Hello friends, I have a perfectly working installation running on a public url. For local development I try to use localhost but the authentication fails because of DNS problems. I tried a rewrite rule in coredns without luck. stackoverflow.com Customizing coredns on k3s to…

Continue Reading JupyterHub and Keycloak on localhost? – Zero to JupyterHub on Kubernetes

r – How to add tolerations and affinity to rstudio/posit connect pod using helm chart?

I am deploying rstudio connect on kubernetes and unable to add tolerations from the helm chart. When I check kubectl describe pod rstudio-connect The following tolerations are shown. Tolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s node.kubernetes.io/unreachable:NoExecute op=Exists for 300s Here is how I am applying the tolerations and affinity from the helm…

Continue Reading r – How to add tolerations and affinity to rstudio/posit connect pod using helm chart?