Index
A
Add applications
create streams
data pipeline
log component
prebuilt templates
properties
in SCDF
SpEL
Add Device page
Added Dependencies section
Ahead of Time (AOT)
AI/ML process
cloud functions
cloud providers
compute and storage requirements
data pipeline
deploying
endpoint
feature engineering
flow
Google
Java and Python
language popularity
lifecycle
model evaluation
monitoring
requirements
Spring Cloud Function
Spring framework
train model
AKS cluster
AKS Knative
Apache Kafka
Apache MXNet
Apache.org
App deployment
Application.properties
Apps utilization
ArgoCD
argocd-server
GitOps
installation
log in
namespace creation
password
argocd-server
Argument
Assistant creation
AWS account
AWS CLI
AWS EKS cluster
AWS Glue
components
Kinesis
Spring Cloud Function
Studio
AWS Greengrass
AWS IoT
Greengrass
Lambda function
management console
MQTT message
on-premises
sample function
AWS Kinesis
AWS Lambda
cloud providers
dashboard testing
deploying
function creation
function subscription
IDE
PayrollAwsApplication.java
pom.xml File
runtime settings
test results
test tab
tweaking
Upload From button
AWS Lambda serverless function
AWS SAM framework
AWS SDK dependencies
Azure
CLI
Portal
subscription
Azure AKS cluster
Azure Blob store
Azure Container Registry
Azure functions
account
CLI
console
dashboard
deploying
EmployeeConsumerHandler.java
IDE
run of the test
subscription
test with input
Azure IoT
components
Edge
Edge device
hub
B
Big data
Boilerplate
Brand management
Bucket
C
Character recognition
Chatbots
CI/CD process
ArgoCD
GitHub Actions
target platform
CLI commands
Cloudant
CloudantConsumer.java
CloudantConnector.java
Cloudant DB
Cloudant page
Cloud bursting
Cloud Foundry environment
Cloud providers
Cloud-ready gateways
Cloud Run
Cloud storage
Cluster
clusterconfig.yaml
cluster.yaml
Command-Line Utilities
Common tasks
Components
Compute Engine
Computer vision
Concept drift
Consumer
Continuous delivery (CD)
Continuous integration (CI)
See alsoCI/CD process
Conversational AI
components
concept
and retail
in retail
Watson Assistant
Cost-effective alternative
COVID-19
Cracks
Create button
Create Database
Create Streams
CRUD operations
Curl
Custom extension information
D
Datacenters
Data drift
Data event pipelines
acquire data
implementation
load data
store/ingest data
transform data
Dataflow
Dataframe
Data integrity
Data lakes
Data pipelines
coding
data cleaning
data collection
data labeling
process
SCDF
wire up
Dataset
Data warehouses
Decoupling
Deep Java Library (DJL)
abstraction layer
dependencies
kitten image
layers
probabilities
serving
Spring Cloud Function
TensorFlow
Deep neural networks
Default domain
Dependencies
Deploying
AWS Lambda
to Azure Functions
GCP Cloud Functions
to Knative
Deploying models
Deployment
desiredCapacity
DevOps
djl-serving
Docker
hub
image
push
Dockerfile
Dockerhub
Docker Push
Domain Specific Language (DSL)
Drug discovery
E
Eclipse
Edge services
EKS cluster
EKS console
Eksctl CLI
EmployeeConsumer function
EmployeeConsumerHandler
Employee Entity Model
Employee model
employeeSupplier
Event Streams page
EventStreamsSupplier function
EventStreamsSupplier.java
External IP
F
Facebook template
Feature engineering
Firecracker
Fleet management
Fortune business
Free cluster
Free tier
Function definition
FunctionInvoker class
Functions as a Service (FaaS)
code portability issues
component architecture
description
enterprise application implementation
migration ROI
parts
serverless functions, enterprise application
G
Gas pipeline, IoT implementation
Gcloud CLI
GCP
Cloud Functions
deploying
dependencies
function
subscription
Genomics
GET function
Get Function URL
Get Started
GitHub
GitHub actions
GitHub Secrets store
GitOps
GKE cluster
GKE dashboard
Glue Studio
Google
Google account
googleapis
Google CLI
Google Cloud CLI
Google Cloud Dataflow
cloud pub/sub instance
cloud storage
data pipeline
ProducerFunction
pub/sub
template
vehiclebucket1
Google Cloud Functions
Azure Functions
dashboard
Gcloud CLI execution
PayrollGcpApplication.java
pom.xml file
subscription
Google Clouds GKE dashboard
Google Cloud Storage
Google Cloud Storage Bucket
Google’s libraries
GraalVMs
Graphical representation
H
HAProxy
H2 console
Healthcare
Helm chart
HTTP method
Hub
Humidity
Hybrid cloud
Hyperscalers
I
IBM API Connect (APIC)
IBM Cloud
IBM Cloudant DB
IBM cloud functions
IBM Cloud Watson
IBM Event Streams
IBM Event Streams Configuration
IBM Kubernetes
IBM Watson
Assistant
Discovery Services
IoT Platform
iMac inventory
Image recognition
Ingress Information
INSERT statement
Integrations
IntelliJ
Internet of Things (IoT)
cluster
description
device market
gateways
implementation
pricing plan
sensors
Spring Cloud Function
Spring implementation
survey
InventoryConsumer.java
Inventory function
InventoryFunction.java
inventory.java
InventorySupplier.java
iot.connection.string variable
IoTConsumer.java
IoT Edge device
IoT Platform
IoT Process flow
Istio
J
JAR files
Java
Java-based Lambda
JDK
JDK 8
JDK 11
Jenkins
JSON file
JSON object
JSON response
Jupyter notebook cell
K
Kafka
Kinesis
application properties
for data
dependencies
model creation
producer
creation
function
implementation
run the function
Knative
CLI
components
crds
deploying
growth
install and configure
portable serverless containers
provider operators
serverless workloads
services
serving
Kourier
Kubeconfig
kubectl
Kubernetes
Kubernetes IN Docker (KIND)
L
Labeling raw data
Lambda
Lambda serverless functions
Language popularity
Leaks
Linux Containers (LXC)
LoadBalancer
Load data
Local machine
M
Magic DNS
main.py
Manufacturing costs
Manufacturing plant process flow
Marketplace
Master branch
Maven
maven clean command
Maven dependencies
Maven package
Mean Time To Market (MTTM)
MessageEntity class
Microcontrollers
Microservices
MNIST
mnist-soc
Model evaluation
Model server
Model Serving
Model training
MongoDB
MqttConsumer.java
MQTT message
MqttPublish class
MqttPublish.java
MqttSubscriber.java
Multi-cloud adoption report
MYSQL
N
Natural gas pipelines
gateways
sensors
transmission
Network components
New Project
New Workflow
NodePort
Notebook instance
O
Object stores
ONNX
On-premise resources
On-premises
OnStar
OpenAPI
OpenShift
Oracle
P
Paradigms
Payroll application
PayrollApplication.java
PayrollAwsApplication.java
Payroll cluster
Payroll function
PayrollGcpApplication.java
payroll.yaml file
Penske
pH levels
Pivotal Cloud Foundry (PCF)
Pivotal Ready Architecture (PRA)
POM dependencies
pom.xml changes
pom.xml File
Portable serverless container
Portfolio
POST-based test
POST HTTP
Postman
Power BI
Prebuilt starters
Prebuilt templates
Prerequisites
Pre-trained models
Processor
ProducerFunction class
Project root folder
PubSubPublisher class
PyCharm
Python
PyTorch
Q
QueueSender component
R
RabbitMQ
any messages
configurations
dependencies
pipeline process
prerequisites
QueueSender component
SenderConfig component
RDBM
Red Hat Code
Red Hat OpenShift
Repair/collision
REST APIs
Return on investment (ROI)
Robotics
S
SaaS platform
SaaS provider
SageMaker
SAP ECC
savedmodel3.zip
S3 bucket
SenderConfig Component
senderFunction
Sensor data
Sensors
Sensor-topic
Serial number
Serverless container portability issue
Serverless functions
Serverless functions, enterprise application
average startup time
cloud
infrastructure
infrastructure savings
interfaces
non-proprietary
payroll application
Serving
Set Up a Workflow Yourself
Sink
S3 integration
SmartSense
Smart wearables
Speech recognition
SpringApplication
Spring-based microservices
Spring Boot
code
employee model creation
scaffolding
steps
test the function
write the consumer
write the function
write the supplier
Spring Cloud Data Flow (SCDF)
add application
Spring Cloud Function
Spring Cloud Function
AI/ML
AWS Lambda
Azure Functions
Azure IoT Edge
CI/CD process
SeeCI/CD process
cloud offerings
common tasks
configuration file
data.sql
deploying
SeeDeploying
deployment
with DJL
GCP
GitHub Actions
goals
Google Cloud Dataflow
Google Cloud Functions
H2 database
HRM system
hyperscaler relationship
IoT
SeeInternet of Things (IoT)
JDK 11
Knative
Knative and EKS, AWS
Knative and GKE, GCP
Knative on Azure AKS
libraries
OCP
on-premises
SCDF
schema.sql
serverless providers
Spring Boot
step-by-step approach
VMware Tanzu
Watson Assistant
Spring Cloud Streams
creation and deployment
graphical representation
sample dashboard
Spring Data
Spring Expression Language (SpEL)
Spring Framework
DJL
hybrid approach
Spring Cloud Function
Spring IDE
Spring implementation
Spring Initializer
Spring Integration
Spring Kafka
Spring MQTT
Spring Web
Spring XD
SQL Server
sslip.io
S3 storage
Step-by-step approach
Storage bucket
Supervised learning activities
S3upload.java
Supplier function
SYNC button
T
Tableau
Tagging
Tanzu Kubernetes grid (TKG)
Target datastore
Target folder
Target platform
Temperature
Temperature fluctuations
TensorFlow
AWS Lambda
DJL
Test Event section
Test image
TFLite
Third-party gateway
TKG download
Total Cost of Ownership (TCO)
TrackDetail class
Train model
Transform data
Twitter
U
Ubuntu VM
Unauthenticated device
V
Value equation
Variance
vehicledatapipeline
Vehicledatastream
Virtual Box
VMware
VMware Tanzu
VS Code
VS Studio Code
W
Watson Assistant
dashboard
signup page
with Spring Cloud Function
Webhooks
Watson IoT context
Watson Speech
Webhooks
Windows Subsystem for Linux (WSL)
Work flow code
Workflow points
Wrap the sender
X
XGBoost ML algorithm
XRAYFunction.java
Y, Z
YAML execution
YAML file
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