AWS Big Data

JUNE 14, 2023

This post focuses on how to properly size your MSK tiered storage cluster, which metrics to monitor, and the best practices to consider when running a production workload. In practice, the workloads may be bottlenecked by other broker resources like CPU, memory, and disk, so it’s important to do load tests.

Metrics 80

Metrics Cost-Benefit Testing Optimization 80

Cloudera

JULY 24, 2023

As a result, the platform development team needs to test many different combinations to ultimately identify the right major / minor version of each project that properly integrates with the rest of the custom distribution. Those metrics include not just specific variables and metrics collected by each service (e.g.,

Analytics 65

Analytics Testing Metrics Management 65

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

CIO Business Intelligence

MARCH 13, 2024

We did side-by-side testing,” he says. In testing, gen AI was also particularly good at generating test cases and creating dummy data for testing. We got 600 people together to test gen AI in a sandbox to try different use cases in 54 different categories.” It’s not about reducing headcount, he adds.

IT 127

IT Consulting Testing Cost-Benefit 127

CIO Business Intelligence

OCTOBER 21, 2022

There are a host of reasons, many centered on the cloud’s ability to enable more flexible, omnichannel service delivery and enhanced CX solutions. It also allows you to optimize your service delivery — Talkdesk reports that cloud-based contact centers experience 35% less downtime than on-premises sites.

Cost-Benefit 82

Cost-Benefit Testing Metrics Marketing 82

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. Quick Ratio / Acid Test. Let’s begin.

Operational Reporting 169

Operational Reporting Reporting KPI Dashboards 169

IBM Big Data Hub

AUGUST 16, 2023

Here are six ways organizations can improve their cloud cost management, increase cloud cost optimization and drive as much value from their cloud budgets as possible. Optimizing cloud spend is not only about cutting costs; it’s about making decisions that produce optimal results for every use case.

Cost-Benefit 70

Cost-Benefit Data Processing Optimization Software 70

CIO Business Intelligence

NOVEMBER 29, 2023

If you choose not to use a cloud provider’s native services in order to remain agnostic, you lose many of the ‘better, cheaper, faster’ business case metrics,” says Holcombe. Financial services company USAA carefully chose which of its four cloud service providers host each of its workloads and regular business applications. “We

Recreation/Entertainment 123

Recreation/Entertainment Testing Strategy Risk 123

Cloudera

OCTOBER 20, 2021

How do institutions protect and optimize their balance sheets and portfolios? Stress testing was heavily scrutinized in the post 2008 financial crisis. In a BIS advisory report , it was highlighted that the stress testing scenarios used by the banks were insufficient to capture the extreme risks and fluctuations that were realized.

Risk 78

Risk Modeling Risk Management Measurement 78

AWS Big Data

FEBRUARY 26, 2024

This allows for the uniform distribution of data across all partitions within your table, thereby enabling your applications to achieve optimal read and write throughput. Now that all components have been deployed, we can test the solution and conduct various searches on the OpenSearch Service index. Choose the Test tab.

Dashboards 60

Dashboards Testing Metrics Optimization 60

CIO Business Intelligence

NOVEMBER 14, 2023

The result was a cost-neutral cloud hosting solution that delivered other benefits such as a better user experience, rapid and transparent updates, and variable cloud usage patterns. Organizations also need nontechnical skills such as cloud financial management and cloud optimization, Nathan says. Do we have the right talent in place?

Strategy 144

Strategy Cost-Benefit IT Key Performance Indicator 144

CDW Research Hub

AUGUST 19, 2019

Will it include a readout summary of volumes of orders and customers, distilled application monitoring metrics, review and signoff of marketing content? This requires coordination across multiple teams to get all of these applied and tested within the various environments, so don’t leave it to the last minute.

Testing 49

Testing Optimization Data Processing Strategy 49

CIO Business Intelligence

OCTOBER 13, 2022

For organizations to work optimally, “information technology must be aligned with business vision and mission,” says Shuvankar Pramanick, deputy CIO at Manipal Health Enterprises. Hosting the entire infrastructure on-premise will turn out to be exorbitant,” he says. ROI and Metrics Adopt the agile methodology.

ROI 130

ROI IT Sales Consulting 130

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. This has serious implications for software testing, versioning, deployment, and other core development processes.

Management 332

Management Machine Learning Experimentation Metrics 332

AWS Big Data

NOVEMBER 16, 2023

Building a starter version of anything can often be straightforward, but building something with enterprise-grade scale, security, resiliency, and performance typically requires knowledge and adherence to battle-tested best practices, and using the right tools and features in the right scenario. String-optimized compression The Data Vault 2.0

Enterprise 80

Enterprise Data Warehouse Snapshot Cost-Benefit 80

datapine

JULY 3, 2019

Here, we’ll examine 18 essential KPIs for social media, explore the dynamics and demonstrate the importance of social metrics in the modern business age with the help of a KPI software , and, finally, wrapping up with tips on how to set KPIs and make the most of your social platforms. Let’s get going. What Are Social Media KPIs?

Metrics 219

Metrics KPI Strategy ROI 219

IBM Big Data Hub

NOVEMBER 30, 2023

A talent acquisition strategy is a comprehensive plan an organization develops to optimize its talent acquisition—the identification, attraction and retention of the right talent. Measure impact: Use analytics and metrics to assess the effectiveness of branding efforts. This helps create a smoother and more efficient experience.

Strategy 69

Strategy Cost-Benefit Consulting Data-driven 69

CDW Research Hub

JULY 24, 2020

Will they include a readout summary of volumes of orders and customers, distilled application monitoring metrics, review and signoff of marketing content? Optimize site search to help shoppers find what they are looking for. It’s amazing how much you can improve your user experience with some simple optimizations.

Optimization 52

Optimization Data Processing Marketing Metrics 52

Occam's Razor

MAY 22, 2006

This post is a primer on the delightful world of testing and experimentation (A/B, Multivariate, and a new term from me: Experience Testing). Experimentation and testing help us figure out we are wrong, quickly and repeatedly and if you think about it that is a great thing for our customers, and for our employers.

Experimentation 103

Experimentation Testing Optimization Measurement 103

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 Are KPI Best Practices?

KPI 221

KPI Management Key Performance Indicator Measurement 221

AWS Big Data

JULY 27, 2023

With the launch of Amazon Redshift Serverless and the various deployment options Amazon Redshift provides (such as instance types and cluster sizes), customers are looking for tools that help them determine the most optimal data warehouse configuration to support their Redshift workload.

Testing 63

Testing Data Warehouse Data Processing Snapshot 63

IBM Big Data Hub

JULY 6, 2023

Other challenges include communicating results to non-technical stakeholders, ensuring data security, enabling efficient collaboration between data scientists and data engineers, and determining appropriate key performance indicator (KPI) metrics. An e-commerce conglomeration uses predictive analytics in its recommendation engine.

Machine Learning 60

Machine Learning Data Science Statistics Deep Learning 60

DataKitchen

APRIL 13, 2021

Testing and Data Observability. It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers. Prefect Technologies — Open-source data engineering platform that builds, tests, and runs data workflows. Testing and Data Observability. Production Monitoring and Development Testing.

Testing 307

Testing Machine Learning Consulting Data Quality 307

Occam's Razor

APRIL 25, 2011

This latter category contains things that are so obviously sub-optimal that no one should be doing them any more. Sophisticated Search Engine Optimization is mandatory in our world of Bing / Yandex / Baidu / Google. Making lame metrics the measures of success: Impressions, Click-throughs, Page Views. Yet there they are.

Marketing 126

Marketing Measurement Metrics Testing 126

Occam's Razor

SEPTEMBER 9, 2013

One of the key things we are going to learn today is to align our metrics and dimensions optimally to ensure we report good, clean, sensible data. The above graphic is from post, Excellent Analytics Tip #23: Align Hits, Sessions, Metrics, Dimensions! Your effort will make this post 100x more valuable.

Analytics 145

Analytics Metrics Marketing Reporting 145

AWS Big Data

MARCH 13, 2024

Each service implements k-nearest neighbor (k-NN) or approximate nearest neighbor (ANN) algorithms and distance metrics to calculate similarity. With optimized configuration, it aims for high recall for the queries. We introduce the integration of Ray into the RAG contextual document retrieval mechanism. Outputs[?

Data Processing 107

Data Processing Dashboards Machine Learning Management 107

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

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 85

Data Science Snapshot Data Processing Optimization 85

Occam's Razor

DECEMBER 9, 2009

The four pronged real world tested probing and loaded with politics framework to find a home for Web Analytics: 1. some reports going out on schedule (even if data pukes) then an optimal path might be to centralize some where (see item #2 below). [B] How long has the company been doing web analytics, what is the landscape of tools?

Analytics 95

Analytics Data-driven Marketing Sales 95

IBM Big Data Hub

APRIL 8, 2024

Answer : Along with standard RDS features, Amazon RDS for Db2 supports key Db2 features, such as row and column organized tables for mixed and analytic workloads, the Adaptive Workload Optimizer to for better resource management, and rules-based access controls for advanced data protection.   17.

Snapshot 76

Snapshot Data Warehouse Data Processing Management 76

Occam's Razor

SEPTEMBER 15, 2011

What is unique about your effort that ties to an optimal experience for a customer? Here’s a great test. Pro Tip: One way to ensure success is to forget that you are creating a set of videos or that you are building a site to host downloads of pdfs or that you are trying to mimic a campaign from Europe. A download? M anageable.

Measurement 166

Measurement Marketing Modeling Key Performance Indicator 166

Cloudera

SEPTEMBER 13, 2021

Cruise Control is integrated with Kafka through metrics reporting. In CDP it connects to Cloudera Manager’s time series database to fetch metrics. These optimizations — or proposals — will be executed upon user request or automatically depending on how Cruise Control is configured. Metrics Reporting.

Metrics 69

Metrics Data Processing Optimization Testing 69

IBM Big Data Hub

JANUARY 16, 2024

It helps identify energy or carbon hotspots to develop an optimization roadmap. Figure 2: Green IT Analyzer platform, an IBM asset available on AWS Cloud Location-based methodology Understanding the carbon emissions from IT workloads requires familiarity with several key concepts and metrics. grams of CO2e B.

IT 95

IT Cost-Benefit Consulting Measurement 95

IBM Big Data Hub

NOVEMBER 13, 2023

Kubernetes can also run on bare metal servers and virtual machines (VMs) in private cloud, hybrid cloud and edge settings, provided the host OS is a version of Linux or Windows. Overall, Kubernetes provides the flexibility, portability and scalability needed to train, test, schedule and deploy ML and generative AI models.

Machine Learning 118

Machine Learning Data-driven Software Testing 118

IBM Big Data Hub

DECEMBER 4, 2023

The platform has been used to modernize and unify the information technology (IT) ecosystem of major financial firms, simplify human capital management (HCM) across brands’ subsidiaries, and optimize reporting processes in complex healthcare settings. Security: Ensure all sensitive data is stored appropriately.

Testing 80

Testing Consulting Digital Transformation Cost-Benefit 80

IBM Big Data Hub

JANUARY 26, 2024

Instana has deeply integrated OpenTelemetry with our core product and has expanded the coverage that we provide: Full support for OTLP metrics, traces and logs in the Instana Agent and via our SaaS API. Enhancements to OpenTelemetry metrics in Instana, including support for metric labels and histogram instruments.

Metrics 94

Metrics Testing Data Processing Management 94

IBM Big Data Hub

DECEMBER 7, 2023

And if an organization takes its new metrics and performs extensive data analysis on them, one result will be that even more data is created from that analysis. It’s a physical space with definable characteristics that’s dedicated to housing and hosting IT infrastructure. But the creation of new data never slows for long.

Strategy 101

Strategy Cost-Benefit Data Processing Software 101