ProjectPro

JUNE 6, 2025

Store the data in in Google Cloud Storage to ensure scalability and reliability. This architecture showcases a modern, end-to-end cloud analytics workflow. Cloud storage and querying with GCP services like BigQuery. by ingesting raw data into a cloud storage solution like AWS S3.

Data Engineering

Striim

JULY 15, 2025

Built by the original creators of Apache Kafka, Confluent provides a data streaming platform designed to help businesses harness the continuous flow of information from their applications, websites, and systems. Kafka-based pipelines often require custom code or external systems for transformation and filtering.

Kafka

ProjectPro

JUNE 6, 2025

With over 10 million active subscriptions, 50 million active topics, and a trillion messages processed per day, Google Cloud Pub/Sub makes it easy to build and manage complex event-driven systems. Google Cloud Pub/Sub is a messaging service that allows apps and services to exchange event data.

Google Cloud

ProjectPro

JUNE 6, 2025

Data Factory contains a series of interconnected systems that provide a complete end-to-end platform for data engineers. Linked services are used majorly for two purposes in Data Factory: For a Data Store representation, i.e., any storage system like Azure Blob storage account, a file share, or an Oracle DB/ SQL Server instance.

Data Lake

ProjectPro

JUNE 6, 2025

According to Wikipedia , a Data Warehouse is defined as "a system used for reporting and data analysis. The data to be collected may be structured, unstructured or semi-structured and has to be obtained from corporate or legacy databases or maybe even from information systems external to the business but still considered relevant.

Data Lake

databricks

JULY 25, 2025

Observability is the ability to understand the system by analyzing components such as logs, metrics, and traces. This is already useful for browsing and downloading the log files using the Catalog Explorer or Databricks CLI: databricks fs cp dbfs:/Volumes/watchtower/default/cluster_logs/cluster-logs/$CLUSTER_ID.

Scala

ProjectPro

JUNE 6, 2025

Here's a breakdown of its functionalities across different stages: Stage 1: Data Loading This stage focuses on getting your information into the system so it can be utilized by Large Language Models (LLMs). LlamaIndex provides a flexible and robust storage solution with a high-level interface.

Building

ProjectPro

JUNE 6, 2025

A data pipeline automates the movement and transformation of data between a source system and a target repository by using various data-related tools and processes. After that, the data is loaded into the target system, such as a database, data warehouse, or data lake, for analysis or other tasks.

Data Pipeline

ProjectPro

JUNE 6, 2025

Hooks Hooks facilitate seamless communication between Airflow and external systems. This metadata database protects sensitive operational data, improving the system's overall reliability and confidentiality. Let us now understand how to download Airflow on different operating systems (Windows/Mac, etc.).

MySQL

ProjectPro

JUNE 6, 2025

The system can trigger alarms or notifications when PPE is not detected, aiding in maintaining safety standards. Google Vision: A Comparison Amazon Rekognition and Google Cloud Vision offer image analysis services with distinct features and capabilities. How to download Amazon Rekognition? How to setup Amazon Rekognition?

AWS

ProjectPro

JUNE 6, 2025

That’s why it's crucial to fully understand the process before you start to build an AI system. FAQs How to Start an AI Project: The Prerequisites Implementing AI systems requires a solid understanding of its various subsets, such as Data Analysis , Machine Learning (ML) , Deep Learning (DL) , and Natural Language Processing (NLP).

Project

ProjectPro

JUNE 6, 2025

You can pick any of these cloud computing project ideas to develop and improve your skills in the field of cloud computing along with other big data technologies. You can pick any of these cloud computing project ideas to develop and improve your skills in the field of cloud computing along with other big data technologies.

Cloud Computing

ProjectPro

JUNE 6, 2025

They maintain a vast repository of healthcare data and data on several health-related topics, including data on diseases, health systems, and health outcomes. These datasets are hosted on Google Cloud Storage, and you can easily access and process them using Google Cloud Platform (GCP) services like BigQuery and Dataproc.

Datasets

Netflix Tech

MARCH 31, 2025

Besides the need for robust cloud storage for their media, artists need access to powerful workstations and real-time playback. Local storage and compute services are connected through the Netflix Open Connect network (Netflix Content Delivery Network) to the infrastructure of Amazon Web Services (AWS).

Media

Towards Data Science

JANUARY 26, 2023

This continues a series of posts on the topic of efficient ingestion of data from the cloud (e.g., Before we get started, let’s be clear…when using cloud storage, it is usually not recommended to work with files that are particularly large. There a number of methods for downloading a file to a local disk.

Cloud Storage

Towards Data Science

MARCH 6, 2023

And that’s the target of today’s post — We’ll be developing a data pipeline using Apache Spark, Google Cloud Storage, and Google Big Query (using the free tier) not sponsored. Google Cloud Storage (GCS) is Google’s blob storage. Create a new bucket in the Google Cloud Storage named censo-ensino-superior 4.

Google Cloud

Knowledge Hut

JANUARY 12, 2024

But one thing is for sure, tech enthusiasts like us will never stop hunting for the best free online cloud storage platforms to upgrade our unlimited free cloud storage game. What is Cloud Storage? Cloud storage provides you with cost-effective, scalable storage. What is the need for it?

Cloud Storage

Netflix Tech

SEPTEMBER 24, 2021

After the inspection stage, we leverage the cloud scaling functionality to slice the video into chunks for the encoding to expedite this computationally intensive process (more details in High Quality Video Encoding at Scale ) with parallel chunk encoding in multiple cloud instances.

Cloud

Snowflake

JUNE 20, 2024

Designed for processing large data sets, Spark has been a popular solution, yet it is one that can be challenging to manage, especially for users who are new to big data processing or distributed systems. Ingestion Pipelines : Handling data from cloud storage and dealing with different formats can be efficiently managed with the accelerator.

Data Engineering

Tweag

OCTOBER 16, 2024

We recently completed a project with IMAX, where we learned that they had developed a way to simplify and optimize the process of integrating Google Cloud Storage (GCS) with Bazel. rules_gcs is a Bazel ruleset that facilitates the downloading of files from Google Cloud Storage. What is rules_gcs ?

Google Cloud

Rockset

MARCH 1, 2023

Some of the systems make data immutable, once ingested, to get around this issue – but real world data streams such as CDC streams have inserts, updates and deletes and not just inserts. Whether these are Elasticsearch’s data nodes or Apache Druid’s data servers or Apache Pinot’s real-time servers, the story is pretty much the same.

Data Ingestion

Cloudera

JUNE 5, 2023

Cybersecurity is a common domain for DataFlow deployments due to the need for timely access to data across systems, tools, and protocols. RK built some simple flows to pull streaming data into Google Cloud Storage and Snowflake. Congratulations Vince! Runner up Ramakrishna Sanikommu was our runner up.

Google Cloud

Snowflake

OCTOBER 15, 2024

Deliver the most relevant results Cortex Search is a fully managed service that includes integrated embedding generation and vector management, making it a critical component of enterprise-grade RAG systems. The size of each chunk directly impacts how well the system retrieves data. Striking the right balance is essential.

SQL

Cloudera

OCTOBER 26, 2020

*For clarity, the scope of the current certification covers CDP-Private Cloud Base. Certification of CDP-Private Cloud Experiences will be considered in the future. The certification process is designed to validate Cloudera products on a variety of Cloud, Storage & Compute Platforms. Complete integration testing.

Certification

Cloudera

FEBRUARY 14, 2019

But working with cloud storage has often been a compromise. Enterprises started moving to the cloud expecting infinite scalability and simultaneous cost savings, but the reality has often turned out to be more nuanced. The introduction of ADLS Gen1 was exciting because it was cloud storage that behaved like HDFS.

Data Lake

Knowledge Hut

DECEMBER 26, 2023

Look for AWS Cloud Practitioner Essentials Training online to learn the fundamentals of AWS Cloud Computing and become an expert in handling the AWS Cloud platform. Chef Chef is used to configure virtual systems and automate manual work in Cloud environments. and more 2.

Cloud Computing

Knowledge Hut

FEBRUARY 29, 2024

File systems can store small datasets, while computer clusters or cloud storage keeps larger datasets. The designer must decide and understand the data storage, and inter-relation of data elements. All these datasets are totally free to download off Kaggle.

Data Science

AltexSoft

OCTOBER 21, 2022

After trying all options existing on the market — from messaging systems to ETL tools — in-house data engineers decided to design a totally new solution for metrics monitoring and user activity tracking which would handle billions of messages a day. Kafka groups related messages in topics that you can compare to folders in a file system.

Kafka

Knowledge Hut

NOVEMBER 16, 2023

The AWS services cheat sheet will provide you with the basics of Amazon Web Service, like the type of cloud, services, tools, commands, etc. You can also download the aws cheat sheet pdf for your reference. AWS Amazon Web Services (AWS) is an Amazon.com platform that offers a variety of cloud computing services.

AWS

Netflix Tech

DECEMBER 14, 2018

In this post we will provide details of the NMDB system architecture beginning with the system requirements?—?these A fundamental requirement for any lasting data system is that it should scale along with the growth of the business applications it wishes to serve. key value stores generally allow storing any data under a key).

Media

Confluent

FEBRUARY 6, 2019

The blog posts How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka and Using Apache Kafka to Drive Cutting-Edge Machine Learning describe the benefits of leveraging the Apache Kafka ® ecosystem as a central, scalable and mission-critical nervous system. You need to think about the whole model lifecycle.

Machine Learning

Knowledge Hut

DECEMBER 26, 2023

You will retain use of the following Google Cloud application deployment environments: App Engine, Kubernetes Engine, and Compute Engine. Select and use one of Google Cloud's storage solutions, which include Cloud Storage, Cloud SQL, Cloud Bigtable, and Firestore.

Certification

ProjectPro

FEBRUARY 6, 2023

With over 10 million active subscriptions, 50 million active topics, and a trillion messages processed per day, Google Cloud Pub/Sub makes it easy to build and manage complex event-driven systems. Google Cloud Pub/Sub is a messaging service that allows apps and services to exchange event data.

Google Cloud

Tweag

APRIL 19, 2023

Most training pipelines and systems are designed to handle fairly small, sub-megapixel images. These decades-old systems were tailored to support doctors in their traditional tasks, like displaying a WSI for manual analysis. Reading WSIs from Blob Storage The first basic challenge is to actually read the image.

Medical

Cloudera

APRIL 23, 2021

Install KTS using parcels (it requires parcels to be downloaded from archive.cloudera.com, and configure into CM). In this document, the option of “Installing KTS as a service inside the cluster” is chosen since additional nodes to create a dedicated cluster of KTS servers is not available in our demo system. wget [link]. wget [link].

MySQL

Cloudera

DECEMBER 14, 2017

Improved support for cloud storage systems like S3 (with S3Guard ), Microsoft Azure Data Lake, and Aliyun OSS. You can download the new release from the official release page. YARN Timeline Service v2, which improves the scalability, reliability, and usability of the existing Timeline Service. See the Apache Hadoop 3.0.0

Hadoop

Knowledge Hut

JANUARY 23, 2024

This service provides a range of cloud storage alternatives for small and large enterprises. You can find the answers below: Storage : Cloud services guarantee that your data is kept on an offsite cloud storage system, making it simple to access from any place or device with an internet connection.

Cloud Computing