Compute@Edge vs. Hummingbird Comparison Chart

Cloud Run is a fully-managed compute platform that lets you run your code in a container directly on top of Google's scalable infrastructure. We’ve intentionally designed Cloud Run to make developers more productive - you get to focus on writing your code, using your favorite language, and Cloud Run takes care of operating your service. Fully managed compute platform for deploying and scaling containerized applications quickly and securely. Write code your way using your favorite languages (Go, Python, Java, Ruby, Node.js, and more). Abstract away all infrastructure management for a simple developer experience. Build applications in your favorite language, with your favorite dependencies and tools, and deploy them in seconds. Cloud Run abstracts away all infrastructure management by automatically scaling up and down from zero almost instantaneously—depending on traffic. Cloud Run only charges you for the exact resources you use. Cloud Run makes app development & deployment simpler.

BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven.

Telepresence streamlines your local development process, enabling immediate feedback. You can launch your local environment on your laptop, equipped with your preferred tools, while Telepresence seamlessly connects them to the microservices and test databases they rely on. It simplifies and expedites collaborative development, debugging, and testing within Kubernetes environments by establishing a seamless connection between your local machine and shared remote Kubernetes clusters. Why Telepresence: Faster feedback loops: Spend less time building, containerizing, and deploying code. Get immediate feedback on code changes by running your service in the cloud from your local machine. Shift testing left: Create a remote-to-local debugging experience. Catch bugs pre-production without the configuration headache of remote debugging. Deliver better, faster user experience: Get new features and applications into the hands of users faster and more frequently.

Do you write, play games, code, illustrate or edit images on your computer? Wouldn’t it be great if you could configure your windows in just the right places, and just the right sizes for each of these roles and then restore them at the click of a button? That’s exactly what SmartWindows let’s you do! Switch between your optimal coding, gaming, writing and other layouts. Save yourself minutes of time and improve your productivity every day with SmartWindows. Not only does SmartWindows save and restore the application positions but it also remembers and opens up the files. All your favorite applications such as Word, Powerpoint, Excel, Project, Notepad and Wordpad are supported. Love the flexibility and freedom afforded when using multiple monitors? No worries. Use multiple displays simultaneously because SmartWindows supports up to 6 monitors for restoring app positions on each display.

Reduce your overall freight spend with a global, modular, cloud-based transportation management solution (TMS). Enable collaboration across the end-to-end process of transporting goods by connecting shippers with their carriers, suppliers and customers. The Alpega TMS platform contains a suite of flexible, modular solutions that enable shippers to Source, Plan, Optimize, Execute, Settle and Analyze their transportation. Alpega's cloud-based solutions are offered on a transactional or subscription basis for quick deployment, reduced cost of ownership, and rapid ROI. The modularity and "pay as you go" model of Alpega solutions enable you to deploy and scale a TMS at your own pace without straining your logistics, operational or IT resources. Alpega TMS solutions bring efficiency to logistics operations, and support supply chain sustainability. Proven global implementations serving over 200+ customers, deployed in 80+ countries across 5 continents & available in 15 languages.

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection.

Shorten development times & get to market faster with Adobe PDF Library. Global OEMs, SaaS and enterprise end-users rely on Adobe PDF Library to automate the creation, editing and management of PDFs. An Adobe partner, our SDK uses the same source code as Acrobat for stability, reliability and quality results. Adobe PDF Library gives developers flexible programming language and platform options, and is currently available in .NET, .NET Framework, Java and C/C++ on Windows, Linux, MacOS, as well as via NuGet and Maven. Our extensive documentation includes getting started guides, API references, and hundreds of sample code examples on GitHub to help developers precisely create and define PDF workflow solutions. Pricing for Adobe PDF Library is based on your business model & software usage. Free trial includes access to our PDF technology experts who can help with proof of concept as well as extend your free trial license if needed. Download and get started today!

Everything you need to deliver personalized customer experiences, all on one powerful platform. Twilio Flex is the programmable cloud contact center platform that gives your company complete control over how, when and what you deploy to deliver digital-first engagement with the widest breadth of communication channels. Unlock hyper-personalization by gathering relevant, contextual information at your agents' fingertips, integrating data from CRM, payment systems, service ticketing, and more. Flex customers have reported lower handle times by up to 38% after giving agents personalized access to information from multiple backend applications. Twilio Flex powers over half a million agents today and is accelerating digital transformation by freeing companies from the limitations of legacy call centers. Find the documentation, sample code, and developer tools needed to tailor your contact center to your business’s unique needs.

Pipefy is the AI-enhanced process automation platform that conserves IT resources and empowers business teams to build and deploy up to 85% of workflows — no coding knowledge or third-party specialized services firms required. Standardize, streamline, and connect workflows for better end-user experiences and faster business results. Key features include a built-in security suite and a flexible no-code framework for faster deployment and lower implementation costs. Minimize process complexity and expensive stack sprawl with connections to 300+ apps and systems out of the box, and HTTP/HTTPS to integrate Pipefy with everything else.

ActiveBatch by Redwood makes setting up and launching automation easy with no custom scripting required. With a low-code Super REST API adapter, over 100 pre-built job steps and a user-friendly drag-and-drop workflow designer, you can integrate across any system, application and data source, on-prem, in the cloud or in hybrid environments. Maintain complete control and visibility and meet SLAs with monitoring of all automation from a single pane of glass and get custom alerts via emails or SMS. Managed Smart Queues dynamically scale resources for high-volume workloads, reducing process times while the self-service portal enables business users to run and monitor workflows independently. ActiveBatch meets security and compliance standards, with ISO 27001 and SOC 2, Type II certifications, encrypted connections and regular third-party tests, always keeping security at the forefront. Along with ongoing product advancements, get the added benefit of 24x7 support and on-site training.