Dynatrace

JUNE 26, 2023

Software automation is the practice of creating software applications to reduce or eliminate human intervention in repetitive, time-consuming IT tasks and cloud operations. It provides valuable insight into complex public, private, and hybrid cloud IT structures, systems, and frameworks. Cloud automation.

Software 193

Software Software Analytics Big Data 193

Scalegrid

MARCH 28, 2024

Key Takeaways Redis offers complex data structures and additional features for versatile data handling, while Memcached excels in simplicity with a fast, multi-threaded architecture for basic caching needs. However, Redis, with its single-threaded architecture, may encounter bottlenecks with large numbers of concurrent connections.

Cache 130

Cache Storage Scalability Architecture 130

Dynatrace

JANUARY 4, 2024

Additionally, teams should perform continuous audits to evaluate data against benchmarks and implement best practices for ensuring data quality. Modern, cloud-native architectures have many moving parts, and identifying them all is a daunting task with human effort alone.

Government 205

Government Analytics Benchmarking Storage 205

Adrian Cockcroft

JANUARY 20, 2023

Here’s some predictions I’m making: Jack Dongarra’s efforts to highlight the low efficiency of the HPCG benchmark as an issue will influence the next generation of supercomputer architectures to optimize for sparse matrix computations. Next generation architectures will use CXL3.0 petaflops, which is 0.8% of peak capacity.

Architecture 52

Architecture Latency Benchmarking AWS 52

Dynatrace

NOVEMBER 22, 2022

But as more organizations adopt cloud-native technologies and distribute workloads among multicloud environments, that goal seems harder to attain. In fact, a recent survey found that many cloud applications are vulnerable to outages , despite growing confidence in cloud platforms and services. What is always-on infrastructure?

Infrastructure 188

Infrastructure Availability Systems Retail 188

Scalegrid

JUNE 4, 2020

DigitalOcean is a cost-effective cloud provider that caters to, and is widely adopted by the developer community. Along with many popular cloud providers, DigitalOcean also provides a Managed Databases service. PostgreSQL Benchmark Setup. Benchmark Tool. PostgreSQL Version. Scaling Factor. Query Mode. Number of Clients.

Database 230

Database Latency Benchmarking Performance 230

Dynatrace

AUGUST 29, 2022

While this may work for monolithic applications or environments with infrequent releases, this simply does not scale for today’s modern cloud-native environments that are based on microservices-based architectures where new releases occur more frequently from days to hours to minutes. Automating release validation.

DevOps 214

DevOps Benchmarking Cloud Monitoring 214

Dynatrace

NOVEMBER 2, 2020

IT infrastructure is the heart of your digital business and connects every area – physical and virtual servers, storage, databases, networks, cloud services. Organizations should demand an all-in-one approach to monitoring cloud platforms and supporting applications and infrastructure.

Infrastructure 206

Infrastructure Monitoring Virtualization Serverless 206

The Morning Paper

MAY 12, 2019

An open-source benchmark suite for microservices and their hardware-software implications for cloud & edge systems Gan et al., A typical architecture diagram for one of these services looks like this: Suitably armed with a set of benchmark microservices applications, the investigation can begin! ASPLOS’19.

Open Source 61

Open Source Hardware Benchmarking Systems 61

HammerDB

JANUARY 5, 2019

Some opinions claim that “Benchmarks are meaningless”, “benchmarks are irrelevant” or “benchmarks are nothing like your real applications” However for others “Benchmarks matter,” as they “account for the processing architecture and speed, memory, storage subsystems and the database engine.”

Benchmarking 40

Benchmarking Database Social Media Scalability 40

High Scalability

NOVEMBER 9, 2018

Know anyone looking for a simple book explaining the cloud? book: Explain the Cloud Like I'm 10. matei_zaharia : Since we opened #DAWNBench deep learning benchmark rolling submissions, there have been some cool entires. That central chip ties together the 7nm CPU chiplets, creating a massively scalable architecture.

Internet 192

Internet Internet Scalability Blockchain 192

Dynatrace

JUNE 2, 2022

Site reliability engineering (SRE) continues to gain popularity as organizations embrace hybrid cloud strategies and IT automation at scale. More than half (51%) of SREs say they dedicate significant time to influencing architectural design decisions to improve reliability. Dynatrace news. A shift to SRE-driven engineering takes hold.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

Dynatrace

APRIL 8, 2021

This is because AWS Lambda provides a relatively low barrier for entry into cloud computing without the need to pursue a whole lift-and-shift operation right away. So, a well architected Lambda architecture can save a lot of costs. These served as our benchmark when creating our Lambda monitoring extension.

Lambda 226

Lambda AWS Serverless Monitoring 226

Dynatrace

APRIL 8, 2021

This is because AWS Lambda provides a relatively low barrier for entry into cloud computing without the need to pursue a whole lift-and-shift operation right away. So, a well-architected Lambda architecture can save a lot of costs. These served as our benchmark when creating our Lambda monitoring extension.

Lambda 188

Lambda AWS Serverless Monitoring 188

Percona

JUNE 22, 2023

To make data count and to ensure cloud computing is unabated, companies and organizations must have highly available databases. When planning your database HA architecture, the size of your company is a great place to start to assess your needs.

Availability 105

Availability Database Open Source Hardware 105

High Scalability

AUGUST 24, 2021

No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Learn to balance architecture trade-offs and design scalable enterprise-level software. Stateful JavaScript Apps. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

OCTOBER 27, 2021

No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Learn to balance architecture trade-offs and design scalable enterprise-level software. Stateful JavaScript Apps. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 29, 2021

No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Learn to balance architecture trade-offs and design scalable enterprise-level software. Stateful JavaScript Apps. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 15, 2021

No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Learn to balance architecture trade-offs and design scalable enterprise-level software. Stateful JavaScript Apps. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

NOVEMBER 25, 2019

Our only option was to roll up our sleeves and build basic cloud file system components such as object store ourselves. Over time, costs for S3 and GCS became reasonable and with Egnyte’s storage plugin architecture, our customers can now bring in any storage backend of their choice. Migration to cloud. Cloud Platform.

Architecture 52

Architecture Cache Azure Storage 52

Percona

JULY 1, 2023

Understanding DBaaS DBaaS cloud services allow users to use databases without configuring physical hardware and infrastructure or installing software. Download our eBook, “ Enterprise Guide to Cloud Databases ” to help you make more informed decisions and avoid costly mistakes as you develop and execute your cloud strategy.

AWS 52

AWS Database Serverless Storage 52

The Morning Paper

MAY 14, 2019

Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices Gan et al., Seer is an online system that observes the behaviour of cloud applications (using the DeathStarBench microservices for the evaluation) and predicts when QoS violations may be about to occur. ASPLOS’19.

Big Data 45

Big Data Cloud Performance Hardware 45

Percona

AUGUST 22, 2023

We’ll also look at the differences, as it’s important to know what architecture(s) will help you best meet your unique requirements for maximizing data assets and achieving continuous uptime. Architecture for fault-tolerant systems Fault-tolerant information systems are designed to offer 100% availability.

Availability 77

Availability Hardware Open Source Database 77

Adrian Cockcroft

JUNE 21, 2022

Another big jump, but now it was my job to run benchmarks in the lab, and write white papers that explained the new products to the world, as they were launched. I was mostly coding in C, tuning FORTRAN, and when I needed to do a lot of data analysis of benchmark results used the S-PLUS statistics language, that is the predecessor to R.

Tuning 52

Tuning Benchmarking Engineering C++ 52

Brendan Gregg

FEBRUARY 9, 2018

Cloud provider hypervisor changes (for cloud guests) 1. I then analyzed performance during the benchmark ([active benchmarking]), and used other benchmarks to confirm findings. I described this in [The PMCs of EC2]: the architectural set is better than nothing, and a year ago we had nothing. They are: 1.

Performance 75

Performance Benchmarking Cache Tuning 75

Dynatrace

JANUARY 23, 2020

This breakout session will discuss the deployment models available for cloud implementations and how Dynatrace helps in iterating faster deployments. In the past, monolith architectures could only be implemented with big bang deployments which result in a slow pace of innovation and significant downtime. Customer story.

Performance 35

Performance Benchmarking Innovation DevOps 35

VoltDB

JUNE 1, 2017

In addition, such custom systems could only be benchmarked once they were deployed, so by the time multiple layers of management had each added a 50% safety margin to the initial SWAG , it was not unusual to see them running at 10% of capacity (but 150% of the lucky hardware salesman’s annual quota). The “Public Private Cloud” folks.

Hardware 56

Hardware Latency Virtualization Cloud 56

All Things Distributed

NOVEMBER 19, 2010

Here are some the links I shared this week on twitter and facebook : Cloud Computing. There were blog posts by Jeff Barr The Cluster GPU Instance and James Hamilton HPC in the Cloud with GPGPUs , as well as my background posting: Expanding the Cloud - Adding the Incredible Power of the Amazon EC2 Cluster GPU Instances.

AWS 67

AWS Cloud Benchmarking Storage 67

Brendan Gregg

FEBRUARY 8, 2018

Cloud provider hypervisor changes (for cloud guests) 1. I then analyzed performance during the benchmark ([active benchmarking]), and used other benchmarks to confirm findings. I described this in [The PMCs of EC2]: the architectural set is better than nothing, and a year ago we had nothing. They are: 1.

Performance 40

Performance Benchmarking Cache Tuning 40

VoltDB

JUNE 1, 2017

In addition, such custom systems could only be benchmarked once they were deployed, so by the time multiple layers of management had each added a 50% safety margin to the initial SWAG , it was not unusual to see them running at 10% of capacity (but 150% of the lucky hardware salesman’s annual quota). The “Public Private Cloud” folks.

Hardware 40

Hardware Latency Virtualization Cloud 40

Alex Russell

MARCH 6, 2021

A silver lining on this dark cloud is that mobile JavaScript payload growth paused in 2020. Using a global ASP as a benchmark can further mislead thanks to the distorting effect of ultra-high-end prices rising while shipment volumes stagnate. Any vendor with an ARM Architectural License can play this game, but either Qualcomm et al.

Performance 124

Performance Network Cache Metrics 124

Percona

MARCH 20, 2023

When designing an architecture, many components need to be considered before deciding on the best solution. The Proxy in architectures involving MySQL/Percona Server for MySQL/Percona XtraDB Cluster is a crucial element for the scalability of the cluster, no matter if using K8s or not.

Games 119

Games Latency Traffic Cache 119

Abhishek Tiwari

DECEMBER 27, 2017

portability between cloud and on-premises. A recent performance benchmark completed by Intel and BlueData using the BigBench benchmarking kit has shown that the performance ratios for container-based Hadoop workloads on BlueData EPIC are equal to and in some cases, better than bare-metal Hadoop [7]. Performance.

Big Data 63

Big Data Storage Benchmarking Hardware 63

High Scalability

SEPTEMBER 28, 2018

Please support me on Patreon and you'll get 100 free cloud credits in heaven. Know anyone looking for a simple book explaining the cloud? Then please recommend my well reviewed book: Explain the Cloud Like I'm 10. Martin Sústrik : Philosophers, by and large, tend to be architecture astronauts. JavaScript benchmark.

Internet 35

Internet Internet Scalability Blockchain 35

The Morning Paper

SEPTEMBER 3, 2019

Unlike Spanner, Cosmos DB, Aurora, or other previously cited systems that support synchronous cross-region replication, SLOG’s deterministic architecture ensures that its throughput is unaffected by the presence of synchronous cross-region replicas. In SLOG-HA data is synchronously replicated to one or more nearby regions.

Latency 70

Latency Processing Benchmarking Systems 70

Testsigma

MAY 19, 2020

Select an appropriate test automation framework such as linear, modular, library architecture, data-driven, keyword-driven or hybrid. Testsigma is one such test automation tool with a package of multiple useful features like cloud-based test case creation that does not require any infrastructure setup or investment.

Software 85

Software Software Testing Open Source 85

Smashing Magazine

JUNE 1, 2022

In this case, we are not going to be talking about infrastructure services, such as a cloud computing platform like Microsoft Azure or a content distribution network like Akamai. They are more of a benchmark than a true measurement of real user experience. Akamai Script Management is a solution that uses Service Workers.

Website 131

Website Design Network Best Practices 131