Importance of Event Streaming to Real-Time AI & ML Models The most important outcomes today in the evolution of artificial intelligence and machine learning arise not from a single technological breakthrough, but instead from an ingenious synthesis of technologies and methodologies. Specifically, real-time data streamed from IoT devices to ML algorithms which continually update live […]
Apache Pulsar’s Role in the Future of AI and ML The future of AI and ML is of great interest to many different people across verticals. Everyone, ranging from business leaders and engineers to dev-ops and data architects, is interested in technologies that can enable AI and ML. AI and ML offer way too many […]
Distributed Messaging, Apache Pulsar, and Accelerating ML Initiatives A discussion with Pandio’s CTO Josh Odmark The following transcript was recorded from a conversation between Matt Rall and Josh Odmark on the Pandio Podcast, if you are interested in listening to the full episode, it can be found here. Matt: On our podcast today I would […]
5 Reasons Most Machine Learning Initiatives Fail and How to Fix Them Machine learning and artificial intelligence (AI): They’re more than just buzz words. Today, companies that successfully adopt machine learning and AI have opportunities to scale their businesses at unprecedented levels, offering next-level, customized, intelligent services for clients. Unfortunately, many companies shy away from […]
Apache Pulsar: Save Money with Cloud-Optimized Tiered Storage Developers of enterprise software are using distributed cloud hardware configured with Apache Pulsar and BookKeeper to save money using tiered storage plans. On public cloud platforms, AWS, Google, and Microsoft Azure all offer high-volume business users the ability to access multiple types of storage facilities according to […]
How Apache Pulsar Stores Data with BookKeeper and ZooKeeper Apache Pulsar implements a streaming event architecture that can be used in a Software-Defined Data Center (SDDC) with Apache BookKeeper and ZooKeeper tools. Quick Summary: This article will discuss how Apache Pulsar implements BookKeeper to manage VM namespace configuration with SDN and uses ZooKeeper for web […]
Why Apache Pulsar Is Increasingly Used In Financial Services Applications Today, successful financial service applications demand absolute data integrity, among other strict requirements. For example, an application like Bestpay, which processes billions of transactions every day, must implement a transaction processing pipeline that is built on a messaging platform that guarantees zero data loss. By […]
The Top Five Ways for Back-end Systems to Communicate using Apache Pulsar Software engineers often talk about front-end and back-end systems. The front-end system is more like a user or the GUI that the client uses to interact with the web application. It is usually created using front-end technology such as HTML, CSS, and JavaScript. […]
How Apache Pulsar Functions are Enablers for ML and Event Stream Processing Apache Pulsar functions allow programmers to script automated data processing of event streams and messages on cloud TPU/GPU hardware for AI/ML/DL functionality support using custom-written code in Java, Python, or Go. Many developers are also using Apache Pulsar for Serverless computing implementation after […]
Why Is Geo-Replication Functionality Important For Apache Pulsar Users? Most companies are either already on a public cloud, or planning on moving to a public cloud. Cloud architects want to design an application that has zero downtime, or 99.999% availability. Let’s take a look at a use case to better understand this idea. For example, […]