DZone

SEPTEMBER 9, 2024

Efficient data processing is crucial for businesses and organizations that rely on big data analytics to make informed decisions. This article provides benchmarks, discusses cost implications, and offers recommendations on selecting the appropriate format based on specific use cases.

Big Data 278

Big Data Storage Analytics Benchmarking 278

Scalegrid

JUNE 22, 2020

MySQL DigitalOcean Performance Benchmark. In this benchmark, we compare equivalent plan sizes between ScaleGrid MySQL on DigitalOcean and DigitalOcean Managed Databases for MySQL. We are going to use a common, popular plan size using the below configurations for this performance benchmark: Comparison Overview. DigitalOcean.

Database 217

Database Benchmarking Latency Performance 217

Daniel Lemire

FEBRUARY 8, 2019

In some instances, libdivide can even be more efficient than compilers because it uses an approach introduced by Robison (2005) where we not only use multiplications and shifts, but also an addition to avoid arithmetic overflows. We also published our benchmarks for research purposes. I make my benchmarking code available.

C++ 279

C++ Benchmarking Hardware Testing 279

DZone

APRIL 26, 2022

pomriq MRI reconstruction benchmark is written in C and parallelized using OpenMP. In OpenMP® programs that take advantage of heterogenous parallelism, the master clause can be used to exploit simultaneous CPU and GPU execution. In this article, we will show you how to do CPU+GPU asynchronous calculation using OpenMP. The SPEC ACCEL 514.pomriq

Programming 130

Programming Efficiency Benchmarking C++ 130

Dynatrace

SEPTEMBER 9, 2022

Improved efficiency. With improved application efficiency, teams can service clients better and access cloud-native tools. Document and benchmark existing applications, processes, and services. Application modernization strategies shorten the time it takes to update applications and cut operational costs.

Strategy 264

Strategy Benchmarking Serverless Cloud 264

DZone

FEBRUARY 27, 2021

This begins not only in designing the algorithm or coming out with efficient and robust architecture but right onto the choice of programming language. One, by researching on the Internet; Two, by developing small programs and benchmarking. Most of us, as we spend years in our jobs — tend to be proficient in at least one of these.

Java 214

Java C++ Benchmarking Programming 214

Dynatrace

NOVEMBER 2, 2020

If you don’t have insight into the software and services that operate your business, you can’t efficiently run your business. Simply put, infrastructure monitoring is the oxygen to your infrastructure, collecting all the data for a complete picture of availability, performance, and resource efficiency. Let’s look at the world today.

Infrastructure 246

Infrastructure Monitoring Virtualization Serverless 246

Dynatrace

SEPTEMBER 21, 2023

As global warming advances, growing IT carbon footprints are pushing energy-efficient computing to the top of many organizations’ priority lists. Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms.

Cloud 264

Cloud Energy Airlines Strategy 264

Dynatrace

MAY 5, 2021

Quality gates are benchmarks in the software delivery lifecycle that define specific, measurable, and achievable success criteria a service must meet before moving to the next phase of the software delivery pipeline. Enforcing benchmarks in real time. What are quality gates? Shifting quality control left with Dynatrace.

Benchmarking 246

Benchmarking Latency Speed Software 246

Dynatrace

NOVEMBER 2, 2023

In addition to rising IT costs and a turbulent economy, DevOps automation has shifted from an efficiency drive to a strategic imperative for organizations looking to keep up with the pace of today’s technological landscape. DevOps automation is necessary to increase speed and efficiency in the software development pipeline.

DevOps 246

DevOps Benchmarking Azure Innovation 246

Dynatrace

JUNE 26, 2023

Software analytics offers the ability to gain and share insights from data emitted by software systems and related operational processes to develop higher-quality software faster while operating it efficiently and securely. The result is increased efficiency, reduced operating costs, and enhanced productivity.

Software 246

Software Software Analytics Big Data 246

Dynatrace

OCTOBER 19, 2023

Assuming the responsibility and taking the initiative to instill effective cybersecurity practices now will yield benefits in terms of enhanced productivity and efficiency for your organization in the future. This approach helps organizations deliver more secure software and infrastructure with greater efficiency and speed.

Best Practices 264

Best Practices Speed Benchmarking Infrastructure 264

Dynatrace

NOVEMBER 2, 2023

Additionally, include benchmarks for stakeholders and best practices that support the anticipated growth of the organization as a whole. FinOps becomes more critical as organizations grow The value of FinOps lies in its potential to move organizations toward financial success with smart, cost-efficient cloud spend implemented from day one.

Cloud 246

Cloud Strategy Retail Energy 246

Dynatrace

MAY 23, 2024

Such frameworks support software engineers in building highly scalable and efficient applications that process continuous data streams of massive volume. ShuffleBench i s a benchmarking tool for evaluating the performance of modern stream processing frameworks. See more fault recovery experiments and insights in our full paper.

Engineering 245

Engineering Tuning Latency Open Source 245

Dynatrace

MARCH 25, 2022

Like most IT professionals, Harikrishnan and the Parker team’s cybersecurity engineer Tom Hood have multiple requirements to manage, from implementing digital transformation and ensuring operational efficiency to securing IT systems. Efficiency. Dynatrace raised, then resolved alerts automatically through the platform.

Benchmarking 243

Benchmarking Efficiency DevOps Tuning 243

The Netflix TechBlog

NOVEMBER 22, 2019

In this talk, we share how Netflix deploys systems to meet its demands, Ceph’s design for high availability, and results from our benchmarking. This talk explores the journey, learnings, and improvements to performance analysis, efficiency, reliability, and security. In 2019, Netflix moved thousands of container hosts to bare metal.

AWS 38

AWS Entertainment Open Source Benchmarking 38

The Netflix TechBlog

FEBRUARY 26, 2024

Striking a balance between eBPF’s benefits and system load is crucial, ensuring it enhances rather than hinders our operational efficiency. bpftop simplifies the performance optimization process for eBPF programs by enabling an efficient cycle of benchmarking, code refinement, and immediate feedback.

Performance 181

Performance Benchmarking Programming Open Source 181

DZone

MARCH 13, 2024

As software engineers, we are always striving for high performance and efficiency in our code. One powerful way that can help us accurately measure the performance of our code is a process called benchmarking, and we’ll look at how to use BenchmarkDotNet with our C# code.

Benchmarking 147

Benchmarking Tuning Performance Open Source 147

Dynatrace

JANUARY 4, 2024

Additionally, teams should perform continuous audits to evaluate data against benchmarks and implement best practices for ensuring data quality. It also enables an AIOps approach with proactive visibility that helps companies improve operational efficiency and reduce false-positive alerts by 95% , according to a Forrester Consulting report.

Government 263

Government Analytics Benchmarking Storage 263

Dynatrace

SEPTEMBER 23, 2021

Many good security tools provide that function, and benchmarks from the Center for Internet Security (CIS) are clear and prescriptive. Use scripts to configure hosts properly based on the CIS benchmarks. Why is container security tricky? Harden the host operating system. Remove privileges.

Open Source 279

Open Source Benchmarking Best Practices Network 279

Dynatrace

JUNE 21, 2024

This allows ITOps to measure each user journey’s effectiveness and efficiency. Document these metrics, including the benchmark values and any insights gained from analysis, to use as a reference for tracking progress and evaluating the effectiveness of optimization efforts over time.

Best Practices 264

Best Practices Monitoring Metrics Transportation 264

Dynatrace

JULY 31, 2024

Together, these technologies enable organizations to maintain real-time visibility and control, swiftly mitigating the impact of incidents and efficiently restoring critical services. It allows users to chain commands together to filter, manipulate, and analyze data efficiently. Before a crisis. During a crisis.

Airlines 258

Airlines Monitoring Healthcare Traffic 258

Percona

DECEMBER 11, 2023

This separation aims to streamline transaction write logging, improving efficiency and consistency. It becomes more manageable and efficient by isolating logs and data to a dedicated mount. Benchmarking AWS RDS DLV setup Setup 2 RDS Single DB instances 1 EC2 Instance Regular DLV Enabled Sysbench db.m6i.2xlarge

AWS 117

AWS Benchmarking Performance Traffic 117

The Morning Paper

DECEMBER 5, 2019

Benchmarking spreadsheet systems Rahman et al., construct a set of benchmarks to try and understand what might be going on under the covers in Microsoft Excel, Google Sheets, and LibreOffice Calc. Excel is more efficient if the data is sorted. A recent TwThread drew my attention to this pre-print paper. Rahman et al.

Benchmarking 56

Benchmarking Systems Google Scalability 56

Scalegrid

APRIL 10, 2025

Planning your upgrade strategy well in advance helps mitigate risks and ensures your systems remain secure and efficient. Testing and Validation Post-upgrade, its vital to conduct performance benchmarking to confirm that the new setup operates within acceptable parameters. Alternatives to MongoDB 6 As MongoDB 6.0

Best Practices 130

Best Practices Benchmarking Strategy Database 130

Dynatrace

AUGUST 26, 2024

Wherever possible, adopt solutions that automatically check for potential violations of DORA compliance requirements and industry benchmarks (such as the Center for Internet Security critical security controls). Continuously improve DevSecOps, user experience, and productivity by identifying and implementing opportunities for automation.

Government 264

Government Best Practices Infrastructure Analytics 264

Dynatrace

NOVEMBER 11, 2020

Dynatrace OneAgent deployment and life-cycle management are already widely considered to be industry benchmarks for reliability and efficiency. Dynatrace news. OneAgents can be deployed via a single command execution or a double-click.

Best Practices 246

Best Practices Storage Java Benchmarking 246

Dynatrace

OCTOBER 26, 2022

With the state of cloud computing constantly evolving, open source software (OSS) offers a collaborative and efficient approach that is fast replacing proprietary-only code bases. Drives a culture of innovation. What are open standards?

Open Source 262

Open Source Software Software Development 262

Adrian Cockcroft

SEPTEMBER 23, 2024

Most publications have simply reported the benchmark improvement claims, but if you stop to think about them, the numbers dont make sense based on a simplistic view of the technology changes. So first thing to understand is that the benchmark skips a generation and compares product that differs over about a two year interval.

Benchmarking 52

Benchmarking Energy Architecture Latency 52

Scalegrid

JANUARY 25, 2024

Key metrics like throughput, request latency, and memory utilization are essential for assessing Redis health, with tools like the MONITOR command and Redis-benchmark for latency and throughput analysis and MEMORY USAGE/STATS commands for evaluating memory. All these contribute significantly towards ensuring smooth functioning.

Metrics 130

Metrics Monitoring Latency Cache 130

High Scalability

SEPTEMBER 7, 2018

Once inside the function, there's nothing wrong with multi-threading to do the work as efficiently as possible. Matthew Dillon : This is *very* impressive efficiency. This is *very* impressive efficiency. @sapessi : Lambda simplifies concurrency at the frontend, enforcing one event per function at a time.

Internet 137

Internet Internet Scalability Lambda 137

The Netflix TechBlog

OCTOBER 19, 2020

We earned the trust of our engineers by developing empathy for their operational burden and by focusing on providing efficient tracer library integrations in runtime environments. However, having a scalable stream processing platform doesn’t help much if you can’t store data in a cost efficient manner. Storage: don’t break the bank!

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

Dynatrace

NOVEMBER 8, 2021

Your APM tool should help you establish performance benchmarks, so you can understand what good performance looks like. “Observability is an important aspect for managing our infrastructure stack, and Dynatrace helps us do it efficiently. Application performance insights.

Artificial Intelligence 246

Artificial Intelligence Monitoring Infrastructure Cloud 246

Dynatrace

JUNE 2, 2022

While increasing automation is a key goal, organizations will lose their derived efficiency if enablement is arduous and time-consuming. If SRE teams don’t identify a more efficient approach to DevOps from day one, they will undoubtedly find more of their time drained in the future.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

Percona

JUNE 22, 2023

We will also discuss related configuration variables to consider that can impact these KPIs, helping you gain a comprehensive understanding of your MySQL server’s performance and efficiency. Query performance Query performance is a key performance indicator (KPI) in MySQL, as it measures the efficiency and speed of query execution.

Performance 135

Performance Monitoring Traffic Database 135

DZone

MARCH 31, 2020

The true power of cloud computing lies in the way it can be optimized for maximum performance and efficiency. While it wasn’t always possible to run an efficient environment while maximizing performance with on-premise servers and data centers, cloud clusters are particularly flexible in this respect.

AWS 179

AWS Performance Scalability Efficiency 179

Percona

MAY 1, 2023

PostgreSQL performance optimization aims to improve the efficiency of a PostgreSQL database system by adjusting configurations and implementing best practices to identify and resolve bottlenecks, improve query speed, and maximize database throughput and responsiveness. What is PostgreSQL performance tuning?

Tuning 52

Tuning Database Efficiency Performance 52