AWS Big Data

MARCH 28, 2024

To optimize the reconciliation process, these users require high performance transformation with the ability to scale on demand, as well as the ability to process variable file sizes ranging from as low as a few MBs to more than 100 GB. For optimal parallelization, the step concurrency is set at 10, allowing 10 steps to run concurrently.

Optimization 81

Optimization IT Big Data Data Processing 81

IBM Big Data Hub

APRIL 8, 2024

The new Amazon Relational Database Service (Amazon RDS) for Db2 offering allows customers to migrate their existing, self-managed Db2 databases to the cloud and accelerate strategic modernization initiatives. At what level are snapshot-based backups taken? Answer : We refer to snapshots as storage-level backups.

Snapshot 70

Snapshot Data Warehouse Data Processing Management 70

AWS Big Data

JANUARY 24, 2024

These formats enable ACID (atomicity, consistency, isolation, durability) transactions, upserts, and deletes, and advanced features such as time travel and snapshots that were previously only available in data warehouses. For more information, refer to Amazon S3: Allows read and write access to objects in an S3 Bucket.

Snapshot 102

Snapshot Data Lake Metadata Optimization 102

AWS Big Data

MAY 15, 2024

You can use this solution regularly as part of your cost-optimization efforts to safely remove unused EIPs to reduce your costs. It is a serverless service, eliminating the need for infrastructure management and costing you only for the queries you run. Refer to AWS CloudTrail Lake pricing page for pricing details.

Snapshot 84

Snapshot Optimization Data Lake Reporting 84

AWS Big Data

FEBRUARY 1, 2023

To further optimize and improve the developer velocity for our data consumers, we added Amazon DynamoDB as a metadata store for different data sources landing in the data lake. With AWS Glue, you can discover and connect to more than 70 diverse data sources and manage your data in a centralized data catalog.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

AWS Big Data

NOVEMBER 17, 2023

Managing the SQL files, integrating cross-team work, incorporating all software engineering principles, and importing external utilities can be a time-consuming task that requires complex design and lots of preparation. In this post, we look into an optimal and cost-effective way of incorporating dbt within Amazon Redshift.

Snapshot 93

Snapshot Data Processing Testing Data Warehouse 93

Cloudera

NOVEMBER 13, 2020

Impala Optimizations for Small Queries. We’ll discuss the various phases Impala takes a query through and how small query optimizations are incorporated into the design of each phase. Query optimization in databases is a long standing area of research, with much emphasis on finding near optimal query plans.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

AWS Big Data

MAY 24, 2023

When you build your transactional data lake using Apache Iceberg to solve your functional use cases, you need to focus on operational use cases for your S3 data lake to optimize the production environment. This property is set to true by default. AIMD is supported for Amazon EMR releases 6.4.0 cluster with installed applications Hadoop 3.3.3,

Data Lake 86

Data Lake Snapshot Metadata Optimization 86

Sisense

JANUARY 6, 2020

Best practice blends the application of advanced data models with the experience, intuition and knowledge of sales management, to deeply understand the sales pipeline. This process helps sales managers manage and invest in their team and anticipate opportunities that lead to exceeding revenue goals. Sales data can get messy.

Sales 91

Sales Forecasting Snapshot Management 91

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. Financial efficiency: One of the key benefits of big data in supply chain and logistics management is the reduction of unnecessary costs.

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

Smart Data Collective

JULY 27, 2021

Customer relationship management (CRM) platforms are very reliant on big data. Complex Salesforce orgs can work just fine if they are properly managed. Metazoa is the company behind the Salesforce ecosystem’s top software toolset for org management, Metazoa Snapshot. Tools like Metazoa Snapshot make it painless, however.

Big Data 131

Big Data Snapshot IT Dashboards 131

AWS Big Data

APRIL 27, 2023

Apache Iceberg is an open table format for data lakes that manages large collections of files as tables. Athena also supports the ability to create views and perform VACUUM (snapshot expiration) on Apache Iceberg tables to optimize storage and performance. The following diagram illustrates the solution architecture.

Data Lake 75

Data Lake Snapshot Optimization Data Transformation 75

AWS Big Data

AUGUST 23, 2023

With OpenSearch Service managed domains, you specify a hardware configuration and OpenSearch Service provisions the required hardware and takes care of software patching, failure recovery, backups, and monitoring. Your team should be familiar with sharding concepts and OpenSearch best practices to use the OpenSearch managed offering.

Snapshot 95

Snapshot Dashboards Visualization Metrics 95

Cloudera

APRIL 3, 2023

Every table change creates an Iceberg snapshot, this helps to resolve concurrency issues and allows readers to scan a stable table state every time. During queries the query engines scan both the data files and delete files belonging to the same snapshot and merge them together (i.e. eliminating the deleted rows from the output).

Data Warehouse 81

Data Warehouse Snapshot Metadata Cost-Benefit 81

AWS Big Data

NOVEMBER 16, 2023

Amazon Redshift is a popular cloud data warehouse, offering a fully managed cloud-based service that seamlessly integrates with an organization’s Amazon Simple Storage Service (Amazon S3) data lake, real-time streams, machine learning (ML) workflows, transactional workflows, and much more—all while providing up to 7.9x

Enterprise 86

Enterprise Data Warehouse Snapshot Cost-Benefit 86

AWS Big Data

JULY 20, 2023

A data lake is a centralized data repository that enables organizations to store and manage large volumes of structured and unstructured data, eliminating data silos and facilitating advanced analytics and ML on the entire data. This data is sent to Apache Kafka, which is hosted on Amazon Managed Streaming for Apache Kafka (Amazon MSK).

Data Lake 89

Data Lake Analytics Snapshot Optimization 89

datapine

MAY 20, 2020

To ensure that your customer-facing communications and efforts are constantly improving and evolving, investing in customer relationship management (CRM) is vital. With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture.

Dashboards 265

Dashboards Reporting KPI Visualization 265

AWS Big Data

JULY 3, 2023

This helps traders determine the potential profitability of a strategy and identify any risks associated with it, enabling them to optimize it for better performance. Index rebalancing arbitrage takes advantage of short-term price discrepancies resulting from ETF managers’ efforts to minimize index tracking error.

Snapshot 86

Snapshot Data Lake Testing Strategy 86

AWS Big Data

NOVEMBER 22, 2023

Apache Hudi helps data engineers manage complex challenges, such as managing continuously evolving datasets with transactions while maintaining query performance. Hudi’s advanced performance optimizations make analytical workloads faster with any of the popular query engines including Apache Spark, Presto, Trino, Hive, and so on.

Data Lake 94

Data Lake Snapshot Metadata Optimization 94

datapine

MARCH 27, 2019

By managing customer data the right way, you stand to reap incredible rewards. This consumer-centric information, if well-managed, can form the building block of a business’s long-term success. Customer data management is the key to sustainable commercial success. What Is Customer Data Management (CDM)?

Management 129

Management Data-driven Dashboards Visualization 129

Cloudera

FEBRUARY 22, 2022

By optimizing the various CDP Data Services, including CDW, CDE, and Cloudera Machine Learning (CML) with Iceberg, Cloudera customers can define and manipulate datasets with SQL commands, build complex data pipelines using features like Time Travel operations, and deploy machine learning models built from Iceberg tables.

Snapshot 107

Snapshot Metadata Cost-Benefit Data Architecture 107

AWS Big Data

JUNE 9, 2023

Across all use cases, permissions, data governance, and data protection are table stakes, and customers require a high level of control over data security, encryption, and lifecycle management.

Data Lake 115

Data Lake Metadata Optimization Statistics 115

Cloudera

MAY 13, 2021

The good news is Cloudera has a tried and tested tool, Workload Manager (WM) that meets your needs. WM simplifies troubleshooting failed jobs and optimizing slow jobs. After a job ends, WM gets information about job execution from the Telemetry Publisher, a role in the Cloudera Manager Management Service.

Management 71

Management Data Warehouse Interactive Reporting 71

AWS Big Data

NOVEMBER 29, 2023

The team uses dbt-glue to build a transformed gold model optimized for business intelligence (BI). You learned the end-to-end operations and data flow for data engineers to build and manage a data stack using dbt and the dbt-glue adapter. Kinshuk Pahare is a Principal Product Manager on the AWS Glue team at Amazon Web Services.

Data Lake 104

Data Lake Management Metrics Data Warehouse 104

Cloudera

MARCH 5, 2024

This marks a significant milestone for the platform: according to IDC, today about half of the world’s enterprise production data under management is on-prem. The platform is ready to address the complexities of managing highly sensitive, yet critical, company data while still extracting the most value from its use.

Snapshot 87

Snapshot Data Lake Enterprise Data Governance 87

Jet Global

MAY 10, 2019

HR managers are responsible for balancing the needs and goals of both the company and the workforce. From talent acquisition to performance management, there are a number of goals that an HR manager needs to prioritize every year that align with the organization’s overall business objectives. Assessing HR Goals. Download Now.

KPI 75

KPI Management Key Performance Indicator Dashboards 75

Cloudera

JULY 14, 2023

Introduction For more than a decade now, the Hive table format has been a ubiquitous presence in the big data ecosystem, managing petabytes of data with remarkable efficiency and scale. They also provide a “ snapshot” procedure that creates an Iceberg table with a different name with the same underlying data.

Snapshot 70

Snapshot Metadata Data Warehouse Testing 70

CIO Business Intelligence

MARCH 28, 2023

And this snapshot aligns with a far bigger trend we’re noticing across industries—business leaders need expert partners (both from within their IT teams and from vendors like HPE Aruba Networking) to help them leverage their network to produce innovative business outcomes, aligned to their specific, strategic digital transformation goals.

Digital Transformation 111

Digital Transformation Snapshot Enterprise Optimization 111

AWS Big Data

MARCH 2, 2023

Whenever there is an update to the Iceberg table, a new snapshot of the table is created, and the metadata pointer points to the current table metadata file. At the top of the hierarchy is the metadata file, which stores information about the table’s schema, partition information, and snapshots. Carry out performance tuning.

Data Lake 120

Data Lake Data Processing Metadata Snapshot 120

datapine

FEBRUARY 14, 2021

That’s why it’s critical to monitor and optimize relevant supply chain metrics. While there are numerous KPI examples you can select for your assessment and optimization, we have focused on a list that will enable you to identify potential bottlenecks and ensure sustainable development. Supply Chain Costs.

Metrics 260

Metrics KPI Dashboards Sales 260

DataKitchen

AUGUST 8, 2023

She sees Data Observability as an emerging technology in data engineering and management. Finally, the article states that Data Observability can bring tremendous benefits and time savings by helping IT and business teams be more proactive in their data management and engineering activities. Let’s start with a scenario.

Data Quality 130

Data Quality Testing Snapshot Reporting 130

datapine

JUNE 23, 2020

This powerful CFO dashboard example allows you to connect another dashboard within its framework with ease while integrating additional insights, including market indicators, consumer analysis, investor relations, monetary management, and more. Torture the data, and it will confess to anything.”— Ronald Coase. 3) CFO-centric design.

Dashboards 298

Dashboards Reporting KPI Metrics 298

IBM Big Data Hub

SEPTEMBER 25, 2023

With a few taps on a mobile device, riders request a ride; then, Uber’s algorithms work to match them with the nearest available driver and calculate the optimal price. This allowed them to focus on SQL-based query optimization to the nth degree. But the simplicity ends there. Every transaction, every cent matters.

OLAP 88

OLAP Data Lake Data-driven Snapshot 88

Smarten

MAY 2, 2023

Discover the power of Smarten SnapShot Anomaly Monitoring And Alerts , and Augmented Analytics Products. Having a way to address those issues when the arise and before them become critical is very wise.’

Key Performance Indicator 52

Key Performance Indicator Snapshot Measurement Risk 52

datapine

JUNE 29, 2022

On the basis of every company’s competent management, we can find accounting reports. Usually, these reports are considered to be financial statements which include: a balance sheet: is a snapshot of a business at a specific time and shows the ending assets, liability, and equity balances as of the balance sheet date.

Visualization 200

Visualization Reporting Cost-Benefit Snapshot 200

Cloudera

NOVEMBER 12, 2021

During the development of Operational Database and Replication Manager, I kept telling folks across the team it has to be “so simple that a 10 year old can demo it”. As a product manager, I rank features in my backlog against: How much revenue will this help me get? Cloudera HBase configuration from Cloudera Manager.

Software 96

Software Enterprise Snapshot IT 96

AWS Big Data

JANUARY 8, 2024

For security, Kinesis Data Streams provide server-side encryption so you can meet strict data management requirements by encrypting your data at rest and Amazon Virtual Private Cloud (VPC) interface endpoints to keep traffic between your Amazon VPC and Kinesis Data Streams private. The raw data can be streamed to Amazon S3 for archiving.

Analytics 115

Analytics IoT Data-driven Snapshot 115