This document discusses some REST design patterns and anti-patterns for building RESTful services. It begins with an introduction to REST and a methodology for designing RESTful services. It then presents several common REST design patterns, including entity endpoint, uniform contract, endpoint redirection, content negotiation, and idempotent capability. It concludes by introducing some common anti-patterns to avoid, such as tunneling all requests through GET or POST. The document provides examples to illustrate how each pattern can be applied.
This document discusses using RESTful principles in service-oriented architecture (SOA). It describes how REST can simplify SOA by using resources and uniform interfaces instead of complex service contracts. The document outlines RESTful service design, provides a simple example of creating and accessing polls using REST, and discusses design patterns like the uniform contract, endpoint redirection, entity endpoints, and content negotiation that become available with a RESTful approach to SOA.
The document discusses RESTful service composition using JOpera. It describes how JOpera allows for lightweight access to service compositions published with a RESTful API. JOpera represents processes as resources and exposes their execution state through hyperlinks. This allows composing existing RESTful services like the Doodle API to build an application like DoodleMap, which combines polls and maps to coordinate meeting locations.
This document discusses using RESTful principles in service-oriented architecture (SOA). It describes how REST can simplify SOA by using resources and uniform interfaces instead of complex service contracts. The document outlines RESTful service design, provides a simple example of creating and accessing polls using REST, and discusses design patterns like the uniform contract, endpoint redirection, entity endpoints, and content negotiation that become available with a RESTful approach to SOA.
The document discusses RESTful service composition using JOpera. It describes how JOpera allows for lightweight access to service compositions published with a RESTful API. JOpera represents processes as resources and exposes their execution state through hyperlinks. This allows composing existing RESTful services like the Doodle API to build an application like DoodleMap, which combines polls and maps to coordinate meeting locations.
This document discusses Service Oriented Architectures (SOA) using Representational State Transfer (REST). It provides an overview of REST vs WS-* standards, describes SOA quality attributes, outlines REST constraints and design methodology. It also provides examples of designing a simple RESTful API for a doodle polling application. The document is intended to educate about building RESTful web services for SOAs.
The document provides an outline for analyzing the U-Boot developer community. It describes the introduction, methodology, results, and conclusions sections. The methodology section discusses the tools used for the analysis including cvsanaly, mlstats, and scripts. It also covers the data sources of the U-Boot code repository, mailing list, and wiki. The results section will analyze the repository, mailing list, and perform mixed analyses.
Supporting slides for my "why is IKS code moving to Apache Stanbol (incubating)" talk at the 4th IKS community workshop, http://wiki.iks-project.eu/index.php/Workshops/EAworkshopAmsterdam
GSoC: How to get prepared and write a good proposal (or how to start contribu...João Paulo Rechi Vita
This document discusses how to get involved with open source projects and prepare a strong proposal for Google Summer of Code (GSoC). It recommends choosing a project you like, learning about the project's codebase, community, documentation and processes. Getting involved early by answering questions, reviewing code and discussing ideas can help you strengthen your application. Starting the proposal early and getting feedback is also advised.
The document discusses Representational State Transfer (REST) as an architectural style for building distributed hypermedia systems. It describes key REST principles such as giving every resource an identifier, linking resources together through hyperlinks, using standard HTTP methods like GET, PUT, POST and DELETE, and communicating statelessly. The document also compares REST to other styles like WS-* and contrasts how REST uses URIs and HTTP while WS-* uses SOAP. It provides examples of companies and projects using REST.
RSS. ATOM. JSON. POX. REST. WS-*. What are all these terms, and how do they impact the daily life of a developer trying to navigate today's programmable Web? Join us as we explore how to consume and create Web services using a variety of different formats and protocols. Using popular services (Flickr, GData, and Amazon S3) as case studies, we look at what it takes to program against these services using the Microsoft platform today and how that will change in the future.
Introduction to the Business Management SystemDavid Olson
This is an overview of the conceptual design of the Business Management System. It includes some background information about where certain ideas and capabilities originated, an overview of each of the core tools in the system, and brief scenarios explaining how they can be used.
JOpera - Eclipse-based Visual Composition Environment featuring a general lan...Cesare Pautasso
Cesare Pautasso is an assistant professor at the University of Lugano who developed JOpera, an Eclipse-based visual composition environment for heterogeneous service composition. JOpera features a general language for modeling control and data flow between services. It allows for synchronous, asynchronous, and streaming service interactions as well as human tasks and supports web services, REST, and local code snippets. JOpera has an open service model and growing user community.
The SHARE initiative is developing a Notification Service to facilitate the preservation, access, and reuse of research outputs. They have been working on building the prototype Notification Service, which will provide structured reports of research release events like published articles and datasets to interested parties. The Center for Open Science is helping to harvest metadata from various sources to include in over 40,000 reports. The next steps include expanding the prototype and recruiting subscribers for a public beta release in early 2015 and full release in fall 2015. Challenges include encouraging the adoption of identifiers and dealing with scale, but benefits could include keeping researchers and institutions better informed of impacts.
A Provenance-Aware Linked Data Application for Trip Management and OrganizationBoris Villazón-Terrazas
A Provenance-Aware Linked Data Application for Trip Management and Organization, presented at the Triplification Challenge, I-Semantics 2011.
We present, an application for exploiting, managing and organizing Linked Data in the domain of news and blogs about travelling. El Viajero makes use of several heterogeneous datasets to help users to plan future trips, and relies on the Open Provenance Model for modelling the provenance information of the resources.
The document discusses semantic approaches for enriching content through adding descriptive metadata and relationships between terms, allowing for more precise searching and discovery beyond basic keyword searches. It covers developing semantic landscapes through controlled vocabularies, taxonomies, and ontologies to extract meaning from text and infer relationships between concepts. Semantic enrichment provides benefits like improved navigation, focused search, and discovering related content.
This document provides an overview of the speaker's career working with data and graphs. It outlines his early work distributing data at Morgan Stanley, which evolved to handling many data sources and inspired graph-like approaches. After learning about Neo4j, he applied graph databases to problems at UBS and LPL Financial around fraud detection, data quality, and privacy. He is now experimenting with knowledge graphs for applications like search, chatbots, and call routing.
This document summarizes a SHARE membership meeting about the SHARE Notification Service. It discusses how the service will gather research release events from multiple providers, normalize the data, and notify consumers like funders and repositories. The Center for Open Science is helping to build the modular, scalable infrastructure. Challenges include inconsistent metadata across sources and a lack of identifiers. Future phases aim to reconcile records and provide more comprehensive researcher profiles.
Using REST to aid WS-* proposes building a RESTful SOA registry using Atom and AtomPub protocols to publish, retrieve, and manage SOA metadata and artifacts like WSDLs, schemas, and policies. The registry treats everything as resources accessible through URIs, supports standard CRUD operations, and shows dependencies between services, schemas, and other artifacts. Content handlers can intercept operations to perform validation and manage lifecycles. The approach aims to unify human and machine interfaces for the registry.
How open source software like Opencast, Matterhorn,
and MediaMosa can co-act.
This 90-minute workshop will provide a practical introduction to the usage of technologies like Opencast Matterhorn and MediaMosa in the wider working context of educational practice. The presenters will discuss the differences between the work solutions, possible interaction of the two, and most important, what can be the most efficient setting in different educational situations. This Masterclass will focus more on the functional aspects desired by educational institutions rather than examining technological issues. The aim of this master class is to discuss with the audience whether there is a need for interoperability between these or other media production and distribution systems, in order to get most advantages from a combination of specific qualities these systems have to offer in an educational environment.
Diverse2010: How Opencast Matterhorn and MediaMosa can co-actMediaMosa
How open source software like Opencast Matterhorn, and MediaMosa can co-act.
This 90-minute workshop will provide a practical introduction to the usage of technologies like Opencast Matterhorn and MediaMosa in the wider working context of educational practice. The presenters will discuss the differences between the work solutions, possible interaction of the two, and most important, what can be the most efficient setting in different educational situations. This Masterclass will focus more on the functional aspects desired by educational institutions rather than examining technological issues. The aim of this master class is to discuss with the audience whether there is a need for interoperability between these or other media production and distribution systems, in order to get most advantages from a combination of specific qualities these systems have to offer in an educational environment
Web service APIs are everywhere. In this talk we will show different visualizations obtained from a collection of real-world APIs, highlighting some design primitives, patterns and anti-patterns for API structures. We will also take the audience on a tour of how API evolve over the years and how the relationship between APIs and the Web continues to change over the decades.
Microservices: An Eventually Inconsistent Architectural Style?Cesare Pautasso
Microservices by definition let each service independently manage its own database. In this talk we illustrate the ultimate consequences of the Polyglot persistence principle, which can be summarized using the BAC theorem: When Backing up a microservice architecture, it is not possible to have both Consistency (after recovery) and full Availability (while backing up the system). In other words, loosely coupled Microservice architectures are doomed to become inconsistent after disaster strikes. We will present and compare several coping strategies to deal with this limitation and discuss how they impact the monolith decomposition process and the corresponding service API boundary design.
Disaster Recovery and Microservices: The BAC TheoremCesare Pautasso
The document discusses the history and development of the internet over the past 50 years, from its origins as a US military program called ARPANET to the commercialization of the world wide web in the 1990s. It then outlines some of the major technological advances from 2000 to present day that have driven further growth, including increased broadband access, mobile internet, social media, and cloud computing.
Team Situational Awareness and Architectural Decision Making with the Softwar...Cesare Pautasso
This document discusses team situational awareness and architectural decision making. It proposes that team situational awareness, where every team member has the required situational awareness for their role, can lead to better collaborative decisions. It presents the Software Architecture Warehouse, a tool that was developed to support team situational awareness and decision making. The warehouse allows teams to share information about decisions, alternatives, positions and rationales. Formative evaluations found it helped decision making processes but also identified challenges around position changes, collective focus, and decision process framing. Overall, the document argues that documenting the decision making process is important for software architects.
Atomic Transactions for the REST of us discusses how atomic transactions can be achieved across multiple RESTful web services without modifying HTTP or requiring special headers. It proposes a client-driven transaction protocol where state transitions go through intermediate "reserved" states that are later confirmed or canceled. This allows transactions to be made up of multiple state changes across services while ensuring atomicity if a failure occurs during confirmation. The protocol guarantees atomicity as long as confirmations complete before reserved states time out.
Service Oriented Architectures and Web ServicesCesare Pautasso
This document provides biographical information about Prof. Cesare Pautasso and his research interests, which include software architecture, service oriented architectures, web services, and web 2.0 technologies. It lists his educational background and current position as an assistant professor at the University of Lugano in Switzerland. Contact information is also provided should the reader want more details on his work.
Towards Scalable Service Composition on MulticoresCesare Pautasso
The document discusses scaling service composition engines to leverage multicore architectures. It proposes a topology-aware deployment approach that replicates the engine architecture across cores instead of just increasing threads. Each replica's threads would be bound to specific affinity groups, and resources like memory and threads distributed proportionally among replicas based on hardware resources and number of replicas. An example shows binding two engine instances to separate sets of cores instead of letting all threads span all cores. This improves scalability over a single instance approach.
The document summarizes Cesare Pautasso's research interests and contributions as a professor at Università della Svizzera Italiana (USI) University of Lugano, Switzerland. His research focuses on Web 2.0 mashups, autonomic computing, business process management, and scientific workflow management. Some of his contributions include developing techniques for continuous and lifelong verification of service-oriented systems, and platforms for visual service composition with self-configuration and self-healing capabilities. He has published works in areas like autonomic resource provisioning, self-adaptive service infrastructures, and proactive adaptation and monitoring.
Techniques for Composing REST services - SOA Symposium 2009Cesare Pautasso
1. The document discusses techniques for composing RESTful web services, as current standards like WS-BPEL were designed for process-based composition and cannot natively compose REST APIs.
2. It introduces the problem of composing RESTful services and compares it to web mashups, covering examples of how composition languages can be evolved to support REST.
3. The document argues that the uniform interface and hyperlinking capabilities of REST provide an excellent way to expose the state of a business process as a controlled resource that can be reused and composed.
The document announces the 3rd International Workshop on Web APIs and Services Mashups to be held on October 25, 2009 in Orlando, Florida at OOPSLA. The workshop will bring together researchers and practitioners to discuss mashups, which combine data and functionality from multiple web services to create new applications. Abstract submissions were due August 31 and full paper submissions were due September 7. The workshop is organized by Michael Maximilien of IBM, Cesare Pautasso of the University of Lugano, and Stefan Tai of Karlsruhe University.
The document discusses composing RESTful web services into mashups using JOpera. It begins with providing context on the limitations of composing SOAP web services and introduces the goal of composing RESTful services without WSDL. The document then gives a brief introduction to REST architectural principles. It highlights challenges in applying REST principles like resource addressing and uniform interface to composition. Finally, it demonstrates a Doodle map mashup example in JOpera and discusses challenges in modeling RESTful composition.
Scientific and Grid Workflow Management (SGS09)Cesare Pautasso
This document provides an introduction to scientific and grid workflows. It discusses how workflow management systems coordinate multiple distributed computational jobs on grid resources. These systems feature visual programming environments that allow scientists to model workflows as networks of analytical steps involving tasks like database access, data analysis, and computationally intensive jobs submitted to clusters or grids. The document then surveys selected workflow management tools and outlines current research trends in scientific and grid workflows.
UiPath Automation Developer Associate Training Series 2025 - Session 2DianaGray10
In session 2, we will introduce you to Data manipulation in UiPath Studio.
Topics covered:
Data Manipulation
What is Data Manipulation
Strings
Lists
Dictionaries
RegEx Builder
Date and Time
Required Self-Paced Learning for this session:
Data Manipulation with Strings in UiPath Studio (v2022.10) 2 modules - 1h 30m - https://academy.uipath.com/courses/data-manipulation-with-strings-in-studio
Data Manipulation with Lists and Dictionaries in UiPath Studio (v2022.10) 2 modules - 1h - https:/academy.uipath.com/courses/data-manipulation-with-lists-and-dictionaries-in-studio
Data Manipulation with Data Tables in UiPath Studio (v2022.10) 2 modules - 1h 30m - https:/academy.uipath.com/courses/data-manipulation-with-data-tables-in-studio
⁉️ For any questions you may have, please use the dedicated Forum thread. You can tag the hosts and mentors directly and they will reply as soon as possible.
Combining Lexical and Semantic Search with Milvus 2.5Zilliz
In short, lexical search is a way to search your documents based on the keywords they contain, in contrast to semantic search, which compares the similarity of embeddings. We’ll be covering:
Why, when, and how should you use lexical search
What is the BM25 distance metric
How exactly does Milvus 2.5 implement lexical search
How to build an improved hybrid lexical + semantic search with Milvus 2.5
Not a Kubernetes fan? The state of PaaS in 2025Anthony Dahanne
Kubernetes won the containers orchestration war. But has it made deploying your apps easier?
Let's explore some of Kubernetes extensive app developer tooling, but mainly what the PaaS space looks like in 2025; 18 years after Heroku made it popular.
Is Heroku still around? What about Cloud Foundry?
And what are those new comers (fly.io, railway, porter.sh, etc.) worth?
Did the Cloud giants replace them all?
Transcript: AI in publishing: Your questions answered - Tech Forum 2025BookNet Canada
George Walkley, a publishing veteran and leading authority on AI applications, joins us for a follow-up to his presentation "Applying AI to publishing: A balanced and ethical approach". George gives a brief overview of developments since that presentation and answers attendees' pressing questions about AI’s impact and potential applications in the book industry.
Link to recording and presentation slides: https://bnctechforum.ca/sessions/ai-in-publishing-your-questions-answered/
Presented by BookNet Canada on February 20, 2025 with support from the Department of Canadian Heritage.
Revolutionizing Field Service: How LLMs Are Powering Smarter Knowledge Access...Earley Information Science
Revolutionizing Field Service with LLM-Powered Knowledge Management
Field service technicians need instant access to accurate repair information, but outdated knowledge systems often create frustrating delays. Large Language Models (LLMs) are changing the game—enhancing knowledge retrieval, streamlining troubleshooting, and reducing technician dependency on senior staff.
In this webinar, Seth Earley and industry experts Sanjay Mehta, and Heather Eisenbraun explore how LLMs and Retrieval-Augmented Generation (RAG) are transforming field service operations. Discover how AI-powered knowledge management is improving efficiency, reducing downtime, and elevating service quality.
LLMs for Instant Knowledge Retrieval – How AI-driven search dramatically cuts troubleshooting time.
Structured Data & AI – Why high-quality, organized knowledge is essential for LLM success.
Real-World Implementation – Lessons from deploying LLM-powered knowledge tools in field service.
Business Impact – How AI reduces service delays, optimizes workflows, and enhances technician productivity.
Empower your field service teams with AI-driven knowledge access. Watch the webinar to see how LLMs are revolutionizing service efficiency.
Caching for Performance Masterclass: The In-Memory DatastoreScyllaDB
Understanding where in-memory data stores help most and where teams get into trouble.
- Where in the stack to cache
- Memcached as a tool
- Modern cache primitives
UiPath Document Understanding - Generative AI and Active learning capabilitiesDianaGray10
This session focus on Generative AI features and Active learning modern experience with Document understanding.
Topics Covered:
Overview of Document Understanding
How Generative Annotation works?
What is Generative Classification?
How to use Generative Extraction activities?
What is Generative Validation?
How Active learning modern experience accelerate model training?
Q/A
❓ If you have any questions or feedback, please refer to the "Women in Automation 2025" dedicated Forum thread. You can find there extra details and updates.
Blockchain is revolutionizing industries by enhancing security, transparency, and automation. From supply chain management and finance to healthcare and real estate, blockchain eliminates inefficiencies, prevents fraud, and streamlines operations.
What You'll Learn in This Presentation:
1. How blockchain enables real-time tracking & fraud prevention
2. The impact of smart contracts & decentralized finance (DeFi)
3. Why businesses should adopt secure and automated blockchain solutions
4. Real-world blockchain applications across multiple industries
Explore the future of blockchain and its practical benefits for businesses!
AI in Medical Diagnostics – The Future of HealthcareVadim Nareyko
💡 What You’ll Learn:
• What is AI in medical diagnostics and how it works?
• How AI enhances accuracy, speed, and accessibility in disease detection.
• Real-world examples from leading innovators like Google Health, IBM Watson, and Siemens Healthineers.
• The cutting-edge AI technologies driving this transformation, including computer vision, natural language processing, and federated learning.
• The challenges, opportunities, and future trends in AI-powered diagnostics.
________________________________________
🔍 Why AI in Healthcare Matters:
Traditional diagnosis relies heavily on manual interpretation, making it time-consuming and sometimes prone to human error. AI-driven diagnostic systems analyze vast amounts of medical data faster and more accurately, helping doctors detect diseases in their early stages.
From automated radiology analysis to AI-assisted pathology and real-time patient monitoring, these technologies are revolutionizing healthcare, telemedicine, and personalized treatment.
Computational Photography: How Technology is Changing Way We Capture the WorldHusseinMalikMammadli
📸 Computational Photography (Computer Vision/Image): How Technology is Changing the Way We Capture the World
Heç düşünmüsünüzmü, müasir smartfonlar və kameralar necə bu qədər gözəl görüntülər yaradır? Bunun sirri Computational Fotoqrafiyasında(Computer Vision/Imaging) gizlidir—şəkilləri çəkmə və emal etmə üsulumuzu təkmilləşdirən, kompüter elmi ilə fotoqrafiyanın inqilabi birləşməsi.
THE BIG TEN BIOPHARMACEUTICAL MNCs: GLOBAL CAPABILITY CENTERS IN INDIASrivaanchi Nathan
This business intelligence report, "The Big Ten Biopharmaceutical MNCs: Global Capability Centers in India", provides an in-depth analysis of the operations and contributions of the Global Capability Centers (GCCs) of ten leading biopharmaceutical multinational corporations in India. The report covers AstraZeneca, Bayer, Bristol Myers Squibb, GlaxoSmithKline (GSK), Novartis, Sanofi, Roche, Pfizer, Novo Nordisk, and Eli Lilly. In this report each company's GCC is profiled with details on location, workforce size, investment, and the strategic roles these centers play in global business operations, research and development, and information technology and digital innovation.
FinTech is reshaping the way businesses handle payments, risk management, and financial operations. From AI-driven fraud detection to blockchain-powered security, the right FinTech solutions can streamline processes, reduce costs, and improve decision-making. This guide explores 10 essential FinTech tools that help businesses stay ahead in an increasingly digital economy.
Discover how digital payments, credit risk management, treasury solutions, AI, blockchain, and RegTech can enhance efficiency, security, and profitability.
Read now to learn how businesses are leveraging FinTech for smarter financial management!
DealBook of Ukraine: 2025 edition | AVentures CapitalYevgen Sysoyev
The DealBook is our annual overview of the Ukrainian tech investment industry. This edition comprehensively covers the full year 2024 and the first deals of 2025.
Mastering ChatGPT & LLMs for Practical Applications: Tips, Tricks, and Use CasesSanjay Willie
Our latest session with Astiostech covered how to unlock the full potential of ChatGPT and LLMs for real-world use!
✅ Key Takeaways:
🔹 Effective Prompting: Crafting context-specific, high-quality prompts for optimal AI responses.
🔹 Advanced ChatGPT Features: Managing system prompts, conversation memory, and file uploads.
🔹 Optimizing AI Outputs: Refining responses, handling large texts, and knowing when fine-tuning is needed.
🔹 Competitive Insights: Exploring how ChatGPT compares with other AI tools.
🔹 Business & Content Use Cases: From summarization to SEO, sales, and audience targeting.
💡 The session provided hands-on strategies to make AI a powerful tool for content creation, decision-making, and business growth.
🚀 Are you using AI effectively in your workflow? Let’s discuss how it can improve efficiency and creativity!
#AI #ChatGPT #PromptEngineering #ArtificialIntelligence #LLM #Productivity #Astiostech
Bedrock Data Automation (Preview): Simplifying Unstructured Data ProcessingZilliz
Bedrock Data Automation (BDA) is a cloud-based service that simplifies the process of extracting valuable insights from unstructured content—such as documents, images, video, and audio. Come learn how BDA leverages generative AI to automate the transformation of multi-modal data into structured formats, enabling developers to build applications and automate complex workflows with greater speed and accuracy.
Understanding Traditional AI with Custom Vision & MuleSoft.pptxshyamraj55
Understanding Traditional AI with Custom Vision & MuleSoft.pptx | ### Slide Deck Description:
This presentation features Atul, a Senior Solution Architect at NTT DATA, sharing his journey into traditional AI using Azure's Custom Vision tool. He discusses how AI mimics human thinking and reasoning, differentiates between predictive and generative AI, and demonstrates a real-world use case. The session covers the step-by-step process of creating and training an AI model for image classification and object detection—specifically, an ad display that adapts based on the viewer's gender. Atulavan highlights the ease of implementation without deep software or programming expertise. The presentation concludes with a Q&A session addressing technical and privacy concerns.
AI Trends and Fun Demos – Sotheby’s Rehoboth PresentationEthan Holland
Ethan B. Holland explores the impact of artificial intelligence on real estate and digital transformation. Covering key AI trends such as multimodal AI, agency, co-pilots, and AI-powered computer usage, the document highlights how emerging technologies are reshaping industries. It includes real-world demonstrations of AI in action, from automated real estate insights to AI-generated voice and video applications. With expertise in digital transformation, Ethan shares insights from his work optimizing workflows with AI tools, automation, and large language models. This presentation is essential for professionals seeking to understand AI’s role in business, automation, and real estate.
AI Trends and Fun Demos – Sotheby’s Rehoboth PresentationEthan Holland
Some REST Design Patterns (and Anti-Patterns) - SOA Symposium 2009
1. Some REST Design Patterns
(and Anti-Patterns)
Cesare Pautasso
Faculty of Informatics
University of Lugano, Switzerland
[email protected]
http://www.pautasso.info