Netflix Tech

OCTOBER 19, 2020

Distributed Tracing: the missing context in troubleshooting services at scale Prior to Edgar, our engineers had to sift through a mountain of metadata and logs pulled from various Netflix microservices in order to understand a specific streaming failure experienced by any of our members.

Building 95

Building Transportation Java Metadata 95

Cloudera

MARCH 9, 2021

In this blog, we’ll highlight the key CDP aspects that provide data governance and lineage and show how they can be extended to incorporate metadata for non-CDP systems from across the enterprise. Atlas provides open metadata management and governance capabilities to build a catalog of all assets, and also classify and govern these assets.

Data Governance 97

Data Governance Government Metadata Datasets 97

LinkedIn Engineering

APRIL 25, 2023

These data fetchers are written in a way to use the metadata available on our type system to self-configure and wire appropriately during the service startup. We achieved this by including routing metadata with each registered query. Before making any downstream call, the client inspects whether the target Rest.li

Architecture 109

Architecture Metadata Java Transportation 109

Edureka

MARCH 20, 2025

These apps may silently harvest personal data or metadata and, in some cases, install malware onto the device. While stealing a desktop computer in an office might be difficult, a smartphone can be easily snatched from a crowded restaurant or public transport.

Banking 52

Banking Entertainment Media Transportation 52

Christophe Blefari

JANUARY 20, 2024

In a nutshell you have: text based formats (CSV, JSON and raw stuff), columnar file formats (Parquet, ORC), memory format ( Arrow ), transport protocols and format (Protobuf, Thrift, gRPC, Avro), table formats ( Hudi, Iceberg, Delta ), database and vendor formats (Postgres, Snowflake, BigQuery, etc.). Is it really modern?

Data Engineering 130

Data Engineering Data Engineer Engineering Hadoop 130

Knowledge Hut

JANUARY 2, 2024

Multi-dimensional data model Similar to how Kubernetes labels infrastructure metadata, the model's structure is built on key-value pairs. Metrics are published via a standard HTTP transport, are readable by humans, and have formats that are self-explanatory. Kubernetes-pods: If the pod metadata is marked with prometheus.io/scrape

Architecture 98

Architecture Metadata Utilities Data Collection 98

Snowflake

APRIL 29, 2024

Data Encryption: Snowflake encrypts data at rest using AES 256-bit (or better) encryption and leverages Transport Layer Security (TLS) 1.2 (or When leveraged appropriately, Snowflake can and will empower FEs’ abilities to safeguard their sensitive financial data in compliance with their legal obligations. or better) for data in transit.

Transportation 105

Transportation Data Governance Government Consulting 105

Netflix Tech

MAY 5, 2021

Netflix Drive relies on a data store that will be the persistent storage layer for assets, and a metadata store which will provide a relevant mapping from the file system hierarchy to the data store entities. 2 , are the file system interface, the API interface, and the metadata and data stores. The major pieces, as shown in Fig.

Metadata 73

Metadata Bytes Media Cloud Storage 73

Cloudera

JANUARY 21, 2022

System metadata is reviewed and updated regularly. Services in each zone use a combination of kerberos and transport layer security (TLS) to authenticate connections and APIs calls between the respective host roles, this allows authorization policies to be enforced and audit events to be captured. Sensitive data is encrypted.

Architecture 112

Architecture Transportation Certification Government 112

Pinterest Engineering

NOVEMBER 7, 2023

Jeff Xiang | Software Engineer, Logging Platform Vahid Hashemian | Software Engineer, Logging Platform Jesus Zuniga | Software Engineer, Logging Platform At Pinterest, data is ingested and transported at petabyte scale every day, bringing inspiration for our users to create a life they love.

Kafka 111

Kafka Java Software Engineer Software Engineering 111

ProjectPro

FEBRUARY 8, 2023

Then, Glue writes the job's metadata into the embedded AWS Glue Data Catalog. AWS Glue then creates data profiles in the catalog, a repository for all data assets' metadata, including table definitions, locations, and other features. Why Use AWS Glue? being data exactly matches the classifier, and 0.0 doesn't match the classifier.

AWS 98

AWS Scala Metadata Data Lake 98

Snowflake

JANUARY 15, 2025

Youll use the Rasterio Python library to create functions that extract the GeoTIFF metadata, evaluate the bands present in the GeoTIFF and ultimately read and convert the centroid of each pixel into vector data (points). Then evaluate the metadata and convert the points to a data type in the proper SRID. Load the GeoTIFF file.

Transportation 74

Transportation BI Database-centric Metadata 74

Rock the JVM

OCTOBER 1, 2023

In this article we will cover gRPC which is a modern Open Source RPC framework designed by Google that uses Protocol Buffers for data serialization and HTTP/2 as a transport layer. Metadata provides access to read and write metadata values to be exchanged during a call. import cats.effect. import io.grpc. import fs2.Stream

Scala 64

Scala Metadata Transportation Java 64

Netflix Tech

JULY 30, 2019

Dynamic Workflow Executions For use cases where the need arises to execute a large/arbitrary number of varying workflow definitions or to run a one-time ad hoc workflow for testing or analytical purposes, registering definitions first with the metadata store in order to then execute them only once, adds a lot of additional overhead.

Metadata 76

Metadata Media AWS Systems 76

Towards Data Science

JULY 8, 2024

This process also creates a sqlite database for storing the metadata of the pipeline process. Initializing the InteractiveContext # This will create an sqlite db for storing the metadata context = InteractiveContext(pipeline_root=_pipeline_root) Next, we start with data ingestion.

Data Preparation 70

Data Preparation Datasets Metadata Data Ingestion 70

Snowflake

JANUARY 19, 2023

For example, McKesson has been able to share near real-time data through Snowflake’s direct sharing capabilities with transportation partners. . “And Snowflake provides an avenue for collaboration through data interoperability.” Having a multi-cloud approach has many advantages beyond just BCDR,” said Potu.

Cloud 52

Cloud Pharmaceutical Healthcare Transportation 52

Netflix Tech

SEPTEMBER 10, 2024

This call includes metadata, such as the user’s information and details about the command, such as the specific show to play. Push Registry For most of its life, Pushy has used Dynomite for keeping track of device connection metadata in its Push Registry. This generalization paid off in terms of investment and operational support.

Metadata 94

Metadata Coding Transportation Systems 94

Rockset

APRIL 26, 2023

This architecture has a few key components: Streaming data : Streaming data is generated by website activity and transported to Rockset via Confluent Cloud. Polling : An EC2 instance periodically executes queries on the RTA database for features, feeds them into a machine learning model, and transports model results via Confluent Cloud.

Architecture 52

Architecture Transportation Data Lake Insurance 52

Netflix Tech

NOVEMBER 23, 2020

The mechanisms by which the data is retrieved may not be inherently reliable (in the case of SNMP’s UDP transport) and always require active polling by the collector?—?which, The underlying transport for gNMI is, like most gRPC connections, HTTP/2 over TLS?—?so which, for time series data, must be driven by a strict clock.

Transportation 75

Transportation Coding Certification Utilities 75

Towards Data Science

FEBRUARY 15, 2023

It contains a detailed description of each operation performed, including all the metadata about the operation. View the history (logs) of the Delta Table The Log of the Delta Table is a record of all the operations that have been performed on the table. show() The history object is a Spark Data Frame. delta_table.history().select("version",

Data Lake 98

Data Lake Data Warehouse Hadoop Architecture 98

DareData

AUGUST 12, 2021

Take a look at the following diagram, which details the life-cycle of oil: Image taken from: [link] We have crude oil on the ground, which gets extracted by the oil rig; it then gets transported to the refinery, where it is modified according to the needs of different final consumers. Then, you have the oil tanker transporters.

Transportation 52

Transportation Data Lake Data Warehouse Data 52

Rockset

AUGUST 2, 2023

With 90% of trade being transported via sea , this data is crucial to keeping the global supply chain on track but can be difficult to disentangle and take action on. They used MongoDB as their metadata store to capture vessel and company data. As a result, Windward wanted an underlying data stack that took an API first approach.

Database-centric 52

Database-centric PostgreSQL Transportation Insurance 52

Knowledge Hut

MAY 26, 2024

It houses metadata and both the desired and current state for each resource. So, if any other component needs to access information about the metadata or state of resources stored in the etcd, they have to go through the kube-apiserver. This ensures that all of the configurations are set correctly before being stored in the etcd.

Metadata 52

Metadata Certification Accessibility Accessible 52

Data Engineering Weekly

MARCH 24, 2023

The journal of records is usually an HTTP server that transports to further downstream consumers to process. Schemata combine a set of standard metadata definitions for each schema & data field and a scoring algorithm to provide a feedback loop on how efficient the data modeling of your data warehouse is.

Engineering 67

Engineering Data Transportation Database 67

Edureka

MAY 6, 2024

In today’s data-driven world, machine learning models play a huge role in developing sectors like healthcare, finance, transport, e-commerce, and so on. Step 6) Metadata Management Understand the importance of metadata (data about data) and how to manage it effectively.

Machine Learning 52

Machine Learning Metadata Programming Language Healthcare 52

Silectis

JANUARY 3, 2021

Data Catalog An organized inventory of data assets relying on metadata to help with data management. JSON JavaScript Object Notation – a data-interchange format for storing and transporting data. Data Engineering Data engineering is a process by which data engineers make data useful.

Data Engineering 40

Data Engineering Data Engineer Engineering Hadoop 40

Edureka

AUGUST 19, 2024

When it involves data transportation tasks within Azure Data Factory, Azure Integration Runtime is that the default choice. You’ll ensure dependable data transport and safeguard critical data by properly setting up the network environment. It offers scalable and effective means of transferring data between cloud data storage.

Transportation 40

Transportation Data Integration Data Storage Utilities 40

Precisely

OCTOBER 5, 2023

Precisely works with more than 130 data suppliers, and we hold all to the same high standards in relation to data quality, data structure, documentation and metadata, effective issue resolution, and product timing. Addresses : verified and validated property and address data for map display and analytics.

Raw Data 68

Raw Data Insurance Datasets Telecommunication 68

Snowflake

MAY 22, 2023

Cross-Cloud Snowgrid Account Replication expands replication beyond databases – general availability Account Replication, now generally available, expands replication beyond databases to account metadata and integrations, making business continuity truly turnkey.

Healthcare 52

Healthcare Scala Medical Transportation 52

Rockset

NOVEMBER 28, 2022

CDC leverages streaming in order to track and transport changes from one system to another. Incremental updates (aka CDC) – as records change in A, emit a stream of changes that can be applied efficiently downstream in B. This method offers a few enormous advantages over batch updates.

Data Warehouse 52

Data Warehouse PostgreSQL MongoDB SQL 52

Pinterest Engineering

SEPTEMBER 17, 2024

Jeff Xiang | Senior Software Engineer, Logging Platform; Vahid Hashemian | Staff Software Engineer, LoggingPlatform When it comes to PubSub solutions, few have achieved higher degrees of ubiquity, community support, and adoption than Apache Kafka, which has become the industry standard for data transportation at large scale.

Kafka 49

Kafka Bytes Transportation Metadata 49

ProjectPro

NOVEMBER 18, 2021

With wide applications in various sectors like healthcare, education, retail, transportation, media, and banking -data science applications are at the core of pretty much every industry out there. It also has to decide on the shipping method to minimize transportation costs while meeting the promised delivery date.

Data Science 52

Data Science Project Food Pharmaceutical 52

Knowledge Hut

JUNE 13, 2024

The diverse amplification of big data in all spheres of life, from commerce to transportation makes us realize how indispensable it is in our daily lives. Mutation profiling and the metadata of the patients are used to develop compounds that address the statistical correlation between the attributes.

Healthcare 52

Healthcare Data Science Medical Pharmaceutical 52

Knowledge Hut

SEPTEMBER 29, 2023

They are responsible for the crucial tasks of gathering, transporting, storing, and configuring data infrastructure, which data scientists rely on for analysis and insights. Data engineers serve as the architects, laying the foundation upon which data scientists construct their projects.

Certification 52

Certification Data Engineering Data Engineer Engineering 52

Monte Carlo

MARCH 14, 2023

BlaBlaCar is the largest transportation marketplace in Europe and Latin America for ride-sharing. The company started as a core app that connected drivers and passengers for carpooling, but today, they support multiple modes of transportation—and immense volumes of complex, peer-to-peer, geographic data. Here’s their story.

Transportation 40

Transportation Government Data Engineering Data Engineer 40

Booking.com Engineering

OCTOBER 24, 2022

The Federation Gateway Instead of one service resolving and mapping all the requested data by calling downstream services via their transport method of choice, we let the services themselves define their own GraphQL endpoint and let them function as their own data resolvers. Schema fetching happens every 10 seconds by default.

Transportation 52

Transportation Building Process Metadata 52

AltexSoft

MARCH 14, 2023

Data integration Data integration is the process of transporting data from multiple disparate internal and external sources (including databases, server logs, third-party applications, and more) and putting it in a single location (e.g., Okay, data lives everywhere, and that’s the problem the second component solves.

IT 59

IT Data Warehouse Data Governance Data Lake 59