AWS Big Data

JUNE 3, 2024

Imagine you have a fleet of web servers logging performance metrics for each web request served into a Kinesis data stream with two shards and you used a request URL as the partition key. You can use the WriteProvisionedThrougputExceeded metric in Amazon CloudWatch in this case. and 120,000 as upper limits).

Optimization 126

Optimization Metrics Data Processing Testing 126

DataKitchen

APRIL 13, 2021

Observe, optimize, and scale enterprise data pipelines. . A complete DataOps program will have a unified, system-wide view of process metrics using a common data store. GitHub – A provider of Internet hosting for software development and version control using Git. Azure Repos – Unlimited, cloud-hosted private Git repos. .

Testing 304

Testing Machine Learning Consulting Data Science 304

Cloudera

NOVEMBER 13, 2024

Here are just a few examples of the benefits of using LLMs in the enterprise for both internal and external use cases: Optimize Costs. Hosting Costs : Even if an organization wants to host one of these large generic models in their own data centers, they are often limited to the compute resources available for hosting these models.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

datapine

MAY 20, 2020

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. This most value-driven CRM dashboard and a powerful piece of CRM reporting software host a cohesive mix of visual KPIs. CRM software will help you do just that.

Dashboards 265

Dashboards Reporting KPI Visualization 265

AWS Big Data

MARCH 29, 2024

In Part 2 of this series, we discussed how to enable AWS Glue job observability metrics and integrate them with Grafana for real-time monitoring. In this post, we explore how to connect QuickSight to Amazon CloudWatch metrics and build graphs to uncover trends in AWS Glue job observability metrics.

Metrics 128

Metrics Visualization Dashboards Publishing 128

CIO Business Intelligence

MARCH 25, 2025

What CIOs can do: Avoid and reduce data debt by incorporating data governance and analytics responsibilities in agile data teams , implementing data observability , and developing data quality metrics. It also anonymizes all PII so the cloud-hosted chatbot cant be fed private information.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

Cloudera

DECEMBER 4, 2024

Model servers are responsible for running models using highly optimized frameworks, which we will cover in detail in a later post. System metrics, such as inference latency and throughput, are available as Prometheus metrics. Data teams can use any metrics dashboarding tool to monitor these.

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

datapine

DECEMBER 11, 2019

AI optimizes business processes, increasing productivity and efficiency while automating repetitive tasks and supporting human capabilities. Security is a distinct advantage of the PaaS model as the vast majority of such developments perform a host of automatic updates on a regular basis. 2) Vertical SaaS. 6) Micro-SaaS.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

AWS Big Data

NOVEMBER 11, 2024

This can help you optimize long-term cost for high-throughput use cases. Reach out to AWS Support if this metric stays at a non-zero level for a sustained period. Investigate data stream metrics. Investigate data stream metrics. In general, we recommend using one Kinesis data stream for your log aggregation workload.

Metadata 122

Metadata Metrics Analytics Data Processing 122

datapine

JANUARY 21, 2020

The balance sheet gives an overview of the main metrics which can easily define trends and the way company assets are being managed. Operational optimization and forecasting. Cost optimization. Another important factor to consider is cost optimization. It doesn’t stop here.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

AWS Big Data

NOVEMBER 6, 2024

Load balancing challenges with operating custom stream processing applications Customers processing real-time data streams typically use multiple compute hosts such as Amazon Elastic Compute Cloud (Amazon EC2) to handle the high throughput in parallel. In many cases, data streams contain records that must be processed by the same worker.

Cost-Benefit 116

Cost-Benefit Metadata Optimization Publishing 116

O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. At measurement-obsessed companies, every part of their product experience is quantified and adjusted to optimize user experience.

Management 363

Management Machine Learning Experimentation Metrics 363

datapine

NOVEMBER 5, 2019

By harnessing the insights, information, and metrics that are most valuable to key aspects of your business and understanding how to take meaningful actions from your data, you will ensure your business remains robust, resilient, and competitive. The Link Between Data And Business Performance. Primary KPIs: Click-Through-Rate (CTR).

Dashboards 220

Dashboards Cost-Benefit Sales Metrics 220

datapine

APRIL 12, 2019

In essence, a project management dashboard is a data-driven platform that displays metrics, stats, and insights that are specific to a particular project or strategy by presenting a tailored mix of key performance indicators (KPIs) in one central location. Download right here our free guide and get started with dashboards! Customization.

Dashboards 233

Dashboards Management KPI Cost-Benefit 233

AWS Big Data

JANUARY 15, 2025

For container terminal operators, data-driven decision-making and efficient data sharing are vital to optimizing operations and boosting supply chain efficiency. The applications are hosted in dedicated AWS accounts and require a BI dashboard and reporting services based on Tableau.

IoT 111

IoT Machine Learning Metadata Data-driven 111

CIO Business Intelligence

MARCH 19, 2025

Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams. However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive.

IT 58

IT Data Governance Data-driven Metrics 58

datapine

JUNE 5, 2019

As mentioned earlier, a data dashboard has the ability to answer a host of business-related questions based on your specific goals, aims, and strategies. With such dashboards, users can also customize settings, functionality, and KPIs to optimize their dashboards to suit their specific needs. So, what is a dashboard primary function?

Dashboards 316

Dashboards KPI Sales Visualization 316

AWS Big Data

NOVEMBER 22, 2024

Each Lucene index (and, therefore, each OpenSearch shard) represents a completely independent search and storage capability hosted on a single machine. To better highlight the performance, the following figures show metrics from the OpenSearch target cluster during this process (presented below).

Snapshot 98

Snapshot Metadata Recreation/Entertainment Data Processing 98

IBM Big Data Hub

MAY 7, 2024

In this article, we will discuss why observing microservice applications on Kubernetes is crucial and several metrics that you should focus on as part of your observability strategy. Why should you observe microservice health running on Kubernetes and what are the Kubernetes metrics you should monitor?

Metrics 71

Metrics Measurement Optimization Data Processing 71

datapine

JULY 1, 2020

Moreover, a host of ad hoc analysis or reporting platforms boast integrated online data visualization tools to help enhance the data exploration process. By its very nature, the financial industry (or the financial departments) is rife with facts, figures, financial KPIs , metrics, and data. ” – John Dryden.

Reporting 260

Reporting Dashboards Cost-Benefit Visualization 260

datapine

APRIL 22, 2020

A digital dashboard is an electronic tracking tool used to build an interactive, visual representation of data from a host of sources including databases, CRM- and ERP data or other web services to monitor important business metrics and overall company’s performance. What Is A Digital Dashboard? Communicate with stakeholders.

Dashboards 189

Dashboards Key Performance Indicator Visualization Sales 189

datapine

MARCH 4, 2020

Here, we will consider the question ‘ What are operational reports,’ delve deeper into strategic reports, and examine a host of best operational reporting analysis practices. Optimize all integral business departments on a sustainable basis, assisting organizational growth in the process. Let’s begin. What Is Operational Reporting?

Operational Reporting 169

Operational Reporting Reporting KPI Dashboards 169

AWS Big Data

APRIL 27, 2023

When you use OpenSearch Ingestion, you don’t need to maintain self-managed data pipelines to ingest logs, traces, metrics, and other data with OpenSearch Service. Distributed tracing is part of a broader observability solution, often combined with metrics and log data. Follow rest of the steps to complete the trace pipeline creation.

Strategy 112

Strategy Metrics Data Processing Optimization 112

AWS Big Data

NOVEMBER 27, 2024

dbt Cloud is a hosted service that helps data teams productionize dbt deployments. This enables the line of business (LOB) to better understand their core business drivers so they can maximize sales, reduce costs, and further grow and optimize their business. For the purposes of this post, use a dbt Cloud-hosted managed repository.

Data Warehouse 110

Data Warehouse Analytics Testing Sales 110

datapine

JANUARY 14, 2020

To optimize your CS offerings you need access to the right data, and this is where customer service reports come into play. By increasing the service levels, customer satisfaction, and loyalty, among many other metrics, organizations can ultimately generate business value and increase profits.

Reporting 168

Reporting KPI Metrics Dashboards 168

datapine

FEBRUARY 9, 2024

An even more interesting fact: The blogs we read regularly are not only influenced by KPI management but also concerning content, style, and flow; they’re often molded by the suggestions of these goal-driven metrics. For example, customer satisfaction metrics are used to drive a better customer experience. What happens next?

KPI 221

KPI Management Key Performance Indicator Measurement 221

datapine

JANUARY 7, 2020

By gaining the ability to gather, organize and analyze the metrics that are most important to your organization, you stand to make your business empire more intelligent than ever before – and executive reporting and business dashboards will help you do just that. We are indeed living in a time rich in invaluable digital data.

Dashboards 149

Dashboards Reporting KPI Metrics 149

Occam's Razor

JANUARY 12, 2015

Digital Analytics Ecosystem: Optimal Execution: Three Phases. Digital Analytics Ecosystem: Optimal Execution: Timing Expectations. At the core of everything you will do in digital analytics is the concept of metrics. How do you define a metric: It is simply a number. Your digital analytics tools are full of metrics.

Analytics 151

Analytics Slice and Dice KPI Metrics 151

AWS Big Data

MARCH 19, 2024

In this post, we will discuss two strategies to scale AWS Glue jobs: Optimizing the IP address consumption by right-sizing Data Processing Units (DPUs), using the Auto Scaling feature of AWS Glue, and fine-tuning of the jobs. Now let us look at the first solution that explains optimizing the AWS Glue IP address consumption.

Optimization 115

Optimization Data-driven Management Testing 115

The Unofficial Google Data Science Blog

JULY 17, 2018

Alternatively, guidance and insight may be delivered below the executive level to product managers and engineering leads, directing product feature development via metrics and A/B experiments. This measure of web page value is on a meaningful linear scale, such that our freshness metric (a weighted average) has an intuitive interpretation.

Data Science 87

Data Science Snapshot Data Processing Optimization 87

datapine

NOVEMBER 13, 2019

There are a host of benefits to procurement reporting. With so many areas to consider, deciding which KPIs to focus on while defining metric measurement periods can prove to be a challenge at the initial stages. That way you will be able to significantly reduce errors, and increase your productivity levels. Manage your spend data.

Reporting 158

Reporting KPI Cost-Benefit Metrics 158

AWS Big Data

AUGUST 30, 2023

In this post, we demonstrate how to publish detailed Spark metrics from Amazon EMR to Amazon CloudWatch. This will give you the ability to identify bottlenecks while optimizing resource utilization. By default, Amazon EMR sends basic metrics to CloudWatch to track the activity and health of a cluster.

Metrics 111

Metrics Dashboards Publishing Data-driven 111

datapine

MARCH 19, 2019

It offers ease of access through mobile devices, on the go, with critical metrics displayed at-a-glance. Design for ‘bigger fingers’: With mobile platforms especially, people will use their fingers to interact with your dashboards – and of course, peoples’ fingers come in a host of shapes and sizes. Why Are Mobile Dashboards Important?

Dashboards 112

Dashboards Visualization Metrics KPI 112

AWS Big Data

MAY 16, 2024

Administrators can optimize the costs of their Amazon MSK clusters by reducing broker count and adapting the cluster capacity to the changes in the streaming data demand, without affecting their clusters’ performance, availability, or data durability. Alternatively, you may have brokers that are not hosting any partitions.

Metrics 107

Metrics Optimization Data Processing Management 107

CIO Business Intelligence

JANUARY 10, 2024

Optimizing cloud investments requires close collaboration with the rest of the business to understand current and future needs, building effective FinOps teams, partnering with providers, and ongoing monitoring of key performance metrics. We need hard metrics because we’re running 800 instances of cloud computers.

Cost-Benefit 124

Cost-Benefit Measurement Optimization Metrics 124

datapine

AUGUST 26, 2020

With dynamic features and a host of interactive insights, a business dashboard is the key to a more prosperous, intelligent business future. In such a vital and all-encompassing role, CMOs don’t always have time to research their most high-level marketing metrics in any great detail. That’s where corporate dashboards come in.

Dashboards 168

Dashboards Enterprise Visualization Data-driven 168

datapine

SEPTEMBER 25, 2019

Originally, key metrics were displayed on office whiteboards before being presented on basic digital monitors. For senior sales staff and those closely alongside them, our sales dashboard serves up a host of high-level insights that will quickly become the beating heart of your operation. Upsell & Cross-Sell Rates.

Dashboards 154

Dashboards Key Performance Indicator Sales Cost-Benefit 154