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Migrating Critical Traffic At Scale with No Downtime — Part 1 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Hundreds of millions of customers tune into Netflix every day, expecting an uninterrupted and immersive streaming experience. This approach has a handful of benefits.
Migrating Critical Traffic At Scale with No Downtime — Part 2 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Picture yourself enthralled by the latest episode of your beloved Netflix series, delighting in an uninterrupted, high-definition streaming experience. This is where large-scale system migrations come into play.
The Dynatrace Software Intelligence Platform gives you a complete Infrastructure Monitoring solution for the monitoring of cloud platforms and virtual infrastructure, along with log monitoring and AIOps. Easily diagnose possible security breaches or software malfunctions. Network services visibility (DNS, NTP, ActiveDirectory).
How To Design For High-Traffic Events And Prevent Your Website From Crashing How To Design For High-Traffic Events And Prevent Your Website From Crashing Saad Khan 2025-01-07T14:00:00+00:00 2025-01-07T22:04:48+00:00 This article is sponsored by Cloudways Product launches and sales typically attract large volumes of traffic.
Stress testing is a type of testing that verifies the reliability and stability of software applications. The goal of this kind of testing is to measure the error handling capabilities of the software to ensure that it does not crash under extremely heavy load conditions.
As recent events have demonstrated, major software outages are an ever-present threat in our increasingly digital world. From business operations to personal communication, the reliance on software and cloud infrastructure is only increasing. Software bugs Software bugs and bad code releases are common culprits behind tech outages.
When organizations implement SLOs, they can improve software development processes and application performance. SLOs improve software quality. Stable, well-calibrated SLOs pave the way for teams to automate additional processes and testing throughout the software delivery lifecycle. SLOs aid decision making.
To remain competitive in today’s fast-paced market, organizations must not only ensure that their digital infrastructure is functioning optimally but also that software deployments and updates are delivered rapidly and consistently. They help foster confidence and consistency throughout the entire software development lifecycle (SDLC).
Accurately Reflecting Production Behavior A key part of our solution is insights into production behavior, which necessitates our requests to the endpoint result in traffic to the real service functions that mimics the same pathways the traffic would take if it came from the usualcallers. We call this capability TimeTravel.
This enables proactive changes such as resource autoscaling, traffic shifting, or preventative rollbacks of bad code deployment ahead of time. Data often lacks context, hampering attempts to analyze full-stack, dependent services, across domains, throughout software lifecycles, and so on.
This is the question that drives many of us who work along the software-product lifecycle. Answering this question requires careful management of release risk and analysis of lots of data related to each release version of your software. “To release or not to release?” How is the new version behaving in comparison to previous versions?
Organizations can now accelerate innovation and reduce the risk of failed software releases by incorporating on-demand synthetic monitoring as a metrics provider for automatic, continuous release-validation processes. The ability to scale testing as part of the software development lifecycle (SDLC) has proven difficult. Dynatrace news.
As a software intelligence platform, Dynatrace is woven into the fabric of your business systems, actively managing and providing self-healing capabilities for all aspects of your applications and vital infrastructure. Metrics are provided for general host info like CPU usage and memory consumption, OneAgent traffic, and network latency.
Performance benchmarking Performance benchmarking is one of the unresolved mysteries of software engineering. Load generators simulate traffic. Modern software practices are notorious for making code extremely hard to debug. Live snapshot includes variables, process, stack trace, and tracing information.
This open-source software, lauded for its reliability and high performance, is a vital tool in the arsenal of network administrators, adept at managing web traffic across diverse server environments. When traffic to a website or application increases, HAProxy can seamlessly bring more servers online to handle the load.
However, such heterogeneity of interconnected software services can lead to visibility gaps in end-to-end traces, which create blind spots and make it difficult for organizations to keep their software services running and their customers happy. Upgrade OpenTracing instrumentation with high-fidelity data provided by OneAgent.
Now, with the hard work done, you can sit back, relax, and witness the collaboration between your Dev and Ops teams as they deliver better quality software faster. Increased automation means released software that’s more consistent and reliable and more likely to be successful in production. Application usage and traffic.
Just like shipping containers revolutionized the transportation industry, Docker containers disrupted software. This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. Containers can be replicated or deleted on the fly to meet varying end-user traffic.
Over the last two month s, w e’ve monito red key sites and applications across industries that have been receiving surges in traffic , including government, health insurance, retail, banking, and media. The following day, a normally mundane Wednesday , traffic soared to 128,000 sessions. Media p erformance .
Even when the staging environment closely mirrors the production environment, achieving a complete replication of all potential scenarios, such as simulating extremely high traffic volumes to assess software performance, remains challenging. This can lead to a lack of insight into how the code will behave when exposed to heavy traffic.
Kubernetes orchestrates ready-to-run software packages (containers) in pods, which are hosted on nodes (compute instances) that are organized in clusters. This becomes even more challenging when the application receives heavy traffic, because a single microservice might become overwhelmed if it receives too many requests too quickly.
The system could work efficiently with a specific number of concurrent users; however, it may get dysfunctional with extra loads during peak traffic. Performances testing helps establish the scalability, stability, and speed of the software application.
Much like how an electrical circuit breaker prevents an overload by stopping the flow of electricity when excessive current is detected, the Circuit Breaker pattern in software engineering stops the flow of requests to a service when the number of failures exceeds a predefined threshold.
In today’s fast-paced digital landscape, ensuring high-quality software is crucial for organizations to thrive. Service level objectives (SLOs) provide a powerful framework for measuring and maintaining software performance, reliability, and user satisfaction. But the pressure on CIOs to innovate faster comes at a cost.
Cloud applications are built with the help of a software supply chain, such as OSS libraries and third-party software. According to recent research , 68% of CISOs say vulnerability management has become more difficult due to increased software supply chain and cloud complexity.
A blue-green deployment model is a software delivery release strategy based on maintaining two separate application environments. The existing production environment running the current production release of the software is called the blue environment, whereas the new version of the software is deployed to the green environment.
OpenTelemetry for Go provides developers with an observability framework for cloud-native software, allowing them to instrument, generate, collect, and export telemetry data for relevant services. With Dynatrace OneAgent you also benefit from support for traffic routing and traffic control. – Sergey Kanzhelev (Google).
To ensure high standards, it’s essential that your organization establish automated validations in an early phase of the software development process—ideally when code is written. While the first guardian validates the traffic, the second guardian checks the business transactions generated during the observation period.
Software reliability and resiliency don’t just happen by simply moving your software to a modern stack, or by moving your workloads to the cloud. And the last sentence of the email was what made me want to share this story publicly, as it’s a testimonial to how modern software engineering and operations should make you feel.
In an effort to continuously improve the ways in which you can deploy, configure, and use the Dynatrace software intelligence platform, we regularly gather the customer feedback we receive through Dynatrace ONE conversations and community forum posts. the application profiles that are listed on the Applications page).
” Moreover, as modern DevOps practices have increased the speed of software delivery, more than two-thirds (69%) of chief information security officers (CISOs) say that managing risk has become more difficult. Vulnerability management is the practice of identifying, prioritizing, correcting, and reporting software vulnerabilities.
Zero day refers to security vulnerabilities that are discovered in software when teams had “zero days” to work on an update or a patch to remediate the issue and, hence, are already at risk. If a malicious attacker can identify a key software vulnerability, they can exploit the vulnerability, allowing them to gain access to your systems.
trillion this year 1 , more than two-thirds of the adult population now relying on digital payments 2 for financial transactions, and more than 400 million terabytes of data being created each day 3 , it’s abundantly clear that the world now runs on software. With global e-commerce spending projected to reach $6.3
While stock market decisions are based on market observation, alerts and decisions in software monitoring are mostly based on learned baselines. Both in stock markets and in software monitoring, the observation period and the point at which decisions are made are crucial. been alerted or not).
VPC Flow Logs is an Amazon service that enables IT pros to capture information about the IP traffic that traverses network interfaces in a virtual private cloud, or VPC. By default, each record captures a network internet protocol (IP), a destination, and the source of the traffic flow that occurs within your environment.
Vulnerabilities can enter the software development lifecycle (SDLC) at any stage and can have significant impact if left undetected. For example, an organization might use security analytics tools to monitor user behavior and network traffic. The net result is a growing challenge in getting to the root cause.
Using the standard DevOps graphic, good application security should span the complete software development lifecycle. Snyk also reports that open-source software is a common entry point for vulnerabilities. Modern applications, on average, comprise 70% of open-source software, the rest being custom code.
Cloud migration is the process of transferring some or all your data, software, and operations to a cloud-based computing environment that offers unlimited scale and high availability. In case of a spike in traffic, you can automatically spin up more resources, often in a matter of seconds. What is cloud migration?
VPC Flow Logs is a feature that gives you the capability to capture more robust IP traffic data that traverses your VPCs. This service is a step forward in giving users and adopters the tools necessary for understanding, improving, and troubleshooting network-related traffic within the context of their digital assets.
All-traffic monitoring, analysis on demand—network performance management started to grow as an independent engineering discipline. Real-time network performance analysis capabilities, including SSL decryption, enabled precise reconstruction of end user application states through the analysis of network traffic.
In the not too distant past, software development was notorious for taking too long, costing too much, and having a high rate of cancellation. Users only got a glimpse of the software shortly before the go-live date. It takes years before we get useful software. The entire solution was coded before being deemed ready to test.
On July 19th, countless organizations had their operations disrupted by a routine software update from CrowdStrike, a popular cybersecurity software. The company was back to normal business operations as other companies continued to struggle with recovering days after the initial software push.
How site reliability engineering affects organizations’ bottom line SRE applies the disciplines of software engineering to infrastructure management, both on-premises and in the cloud. Microservices-based architectures and software containers enable organizations to deploy and modify applications with unprecedented speed.
A service mesh is implemented using software proxies (sidecar proxies) alongside applications or microservices. With the network getting abstracted from the application logic using sidecars, security and traffic management will be easy to manage from a central location.
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