How Database DevOps Fuels Digital Transformation
In today’s real-time, hyperconnected reality, data is a core driver behind most digital strategies. User data is constantly gathered and shared across various technology backends and platforms—as is system performance data to inform engineers. Data is pivotal for everything, from generating machine learning models, refining user experiences and even supporting new data-centric services. But although […]
Why You Need to Break the Observability Data Silo
In my role as a developer advocate for Coralogix, I speak with organizations across almost every conceivable industry, and there is a pattern across almost all of them. In the world of observability, the challenge is battling scale. At scale, observability becomes a complex problem to solve. Surprisingly, the most common pattern for handling observability […]
Stream Big, Think Bigger: Analyze Streaming Data at Scale
Data streams are all the rage. Once a niche element of data engineering, streaming data is the new normal—more than 80% of Fortune 100 companies have adopted Apache Kafka, the most common streaming platform, and every major cloud provider (AWS, Google Cloud Platform and Microsoft Azure) has launched its own streaming service. This shift is […]
Why GraphQL Will Reign King
After years of development, GraphQL is set to reign as the go-to API for data fetching. But what is GraphQL? Simply put, it’s a query language that allows you to fetch data from any server, and it’s a noteworthy alternative to the likes of other web service development styles like representational state transfer (REST) and […]
How Embedded Analytics Can Transform Future Businesses
It’s no secret that big tech companies like Google, Amazon and Netflix are not only leveraging data but also delivering embedded analytics and insights as a standard functionality of their software, services, applications and toolkits. The analytics appear to consumers as recommendations, usage habits and other helpful information. Such insights not only help consumers extract […]
The Curious Connection Between Cloud Repatriation and SRE Ops
I have a fondness for philosophy. I’m about three classes short of a degree, and every few years I tell myself one day I’ll finish it. Thus, I am very familiar with what is known in statistics—and logic—as a post hoc fallacy, from which we get the saying “correlation is not causation.” This is the […]
A New Development Model: Bringing SaaS Apps to Data
The last few decades have seen multiple major shifts in how applications are built and deployed, and now we’re seeing the start of a new shift that opens up enormous opportunities for all kinds of developers. Instead of bringing data to applications, developers are bringing their applications to the data. Let’s back up. In the […]
Survey Shows Steady DevSecOps Progress
A survey of 200 DevOps and IT/information security professionals published this week by Mezmo, a provider of an observability platform, conducted in collaboration with the market research firm Enterprise Strategy Group (ESG), finds only 22% report their organization has a formal DevSecOps strategy to integrates security into their software development lifecycle (SDLC) processes. Among those […]
A Guide to Sustainable Application Modernization
Sustainable development is a blueprint for societal growth that is applied around the world to balance the needs of the present while optimizing for the future. Sustainability consists of three pillars — economic, environmental and social — that must work together to meet this goal. The complexities of digital transformation and application modernization can benefit […]
Clinical Trials: Programming for Scale, Speed and Success
According to the Journal of the American Medical Association (JAMA), the median cost of bringing a new drug to market is $985 million and the average cost is $1.3 billion. However, those in health care hoping to harness promising new treatments, and patients facing steep prescription costs, see this as progress. After all, previous studies […]
How Visibility Helps Devs Focus on Innovation
As software engineering leaders adjust to a future defined by remote and hybrid work models, they are shifting priorities in the organization of work to compensate for the lack of in-person collaboration. According to a recent study conducted by Jellyfish, the top priority for engineering leaders is ensuring that each member of their team is […]
What is MLOps? DataOps? And Why do They Matter?
Let’s look at three distinct disciplines—DevOps, MLOps and DataOps. In 2011, Marc Andreessen famously proclaimed that software was “eating the world.” A little more than a decade later, it’s all but impossible to argue with his premonition as software has embedded itself into virtually every industry. But now another shift is underway and AI is gobbling […]
Apollo GraphQL to Provide More Control Over APIs
Apollo GraphQL today previewed an update to its Federation platform for tracking and managing application programming interfaces (APIs) based on the GraphQL query language to give organizations more control over how APIs are reviewed and ultimately approved. Matt DeBergalis, founder and CTO, Apollo, said the alpha edition of the Federation 2 platform provides a unified […]
A New DevOps Database Platform is Needed
The diverse number of database platforms, deployment environments and data variants needed to support the plethora of applications and services required for rapid DevOps continuous delivery lead times, coupled with the challenges of integrating database changes for application pipelines, is a growing challenge for many organizations as they strive to accelerate their DevOps transformations. When […]
What Data Catalogs Don’t Reveal
In today’s data intensive world, data catalogs, as the name implies, are simply catalogs of information (some human-entered and some extracted from metadata in systems). The importance of data in the enterprise has grown, and analytics plays an increasingly important role in generating value. So, while it’s important to collect and store and organize all […]
Out of the Silo: Big Data and DevOps Meet in the Middle
Given the myriad benefits they provide, it seems crazy that big data and DevOps have been implemented independent of each other If you have been working from home during the recent lockdowns, you probably don’t feel like you are making many new connections, but when we come to look back on this time in a […]
To Accelerate Digital Transformation, Accelerate Data Transformation
Successful digital transformations are not possible without successful data transformation. After all, it’s data—and the ability to analyze that data—about an organization’s customers, employees, infrastructure, market dynamics, supply chain, business-technology systems and more that make digital transformation possible. However, last year Gartner said that “information as an asset” is still in its infancy. “Data and […]
DataOps: The Key for Real-Time Data Application Development
Data engineers and developers face challenges every day to help their organizations digitally transform. To do this, they must deliver real-time data applications faster, better and cheaper. With businesses in every industry now data-driven, data professionals must work more efficiently and accelerate time to market for their products. That’s where DataOps comes in. Development of […]
AppDynamics Expands APM Data Consumption
AppDynamics, a unit of Cisco Systems, this week extended the observability capabilities of its namesake application performance management (APM) platform to ingest data from open source tools and agentless services alongside metric collected via its agent software. At the same time, AppDynamics has added a Cloud Data Collector that automatically captures data from public cloud […]
From ‘Cloud Zombies’ to Multi-Cloud Experts
A significant risk associated with cloud migration is overspending. For years, zombie-like obedience to AWS has resulted in price lock and escalating fees at many organizations – this is a tale for fighting the cloud zombies. Cloud costs around data egress or application bandwidth are often not transparent and thus highly unpredictable. Complicating this problem […]
Strengthen API Security With These Tips and Patterns
If you haven’t noticed, digital organizations are building more and more APIs. ProgrammableWeb tracks more than 23,000 public web APIs at the time of writing, and the API market is estimated to be worth $5.1 billion by 2023. Building with APIs increases internal interoperability, reduces development time and can extend product functionality tremendously. In short, […]
How Logs Can Empower Your CI/CD Delivery Pipeline
Change is the currency of software success. This need to change and grow is the basis for continuous integration and continuous delivery (CI/CD). Each year, new industries embrace this philosophy of constant change, but without the necessary data underpinning their decisions, every deployment is a risk. When you enrich your software delivery with log data […]
Consider DataOps for a Competitive Edge
DataOps seeks to eliminate existing barriers between people, technology, tools and data It’s no secret that COVID-19 has put the economy under enormous strain and future economic prospects are uncertain. A smart way to give your organization a leg up against competitors is DataOps. Adopting a DataOps culture makes the best use of your data—it […]