Describes the features of programming languages and the complexities they incur in the compilers and virtual machines. Illustrates with examples from Java, Python, Swift and Node. Also introduces Open Managed Runtime (OMR)
The Spoofax Language Workbench (SPLASH 2010)lennartkats
Spoofax is a language workbench for efficient, agile development of textual domain-specific languages with state-of-the-art IDE support. It provides a comprehensive environment that integrates syntax definition, program transformation, code generation, and declarative specification of IDE components.
The Spoofax Language Workbench (SPLASH 2010)lennartkats
Spoofax is a language workbench for efficient, agile development of textual domain-specific languages with state-of-the-art IDE support. It provides a comprehensive environment that integrates syntax definition, program transformation, code generation, and declarative specification of IDE components.
Building scalable and language independent java services using apache thriftTalentica Software
This presentation is about the key challenges of cross language interactions and how they can be overcome. We discuss the Apache Thrift as a solution and understand its principle of Operation with code snippets and examples.
Using Aspects for Language Portability (SCAM 2010)lennartkats
Software platforms such as the Java Virtual Machine or the CLR .NET virtual machine have their own ecosystem of a core programming language or instruction set, libraries, and developer community. Programming languages can target multiple software platforms to increase interoperability or to boost performance. Introducing a new compiler backend for a language is the first step towards targeting a new platform, translating the language to the platform\'s language or instruction set. Programs written in modern languages generally make extensive use of APIs, based on the runtime system of the software platform, introducing additional portability concerns. They may use APIs that are implemented by platform-specific libraries. Libraries may perform platform-specific operations, make direct native calls, or make assumptions about performance characteristics of operations or about the file system. This paper proposes to use aspect weaving to invasively adapt programs and libraries to address such portability concerns, and identifies four classes of aspects for this purpose. We evaluate this approach through a case study where we retarget the Stratego program transformation language towards the Java Virtual Machine.
Green Custard Friday Talk 5: React-Native PerformanceGreen Custard
In Green Custard's 5th Friday talk, William explores the subject of React-Native Performance.
Topics covered:
- Native: The good
- Native: The not so good
- Hybrid summary
- React-Native summary
- React-Native: Component mapping to Native
- React-Native: Architecture
- Performance
- Bridge 2.0 - The React-Native Approach
Green Custard is a custom software development consultancy. To discover more about their work and the team visit www.green-custard.com.
Enforcing API Design Rules for High Quality Code GenerationTim Burks
[Co-presented with Mike Kistler, Architect for SDK Generation for the Watson Client Libraries]
The OpenAPI Specification is emerging as the leading standard for describing REST APIs. A key factor in the popularity of OpenAPI is the broad array of open source tools that it enables that create, manipulate, and publish documentation and code from OpenAPI descriptions. In this talk, we describe a configurable and extensible open source linter for OpenAPI that we are using to solve API code generation problems at IBM and Google. Our linter is based on Gnostic, an open source framework for working with API descriptions that was developed at Google and is available on GitHub.
OpenAPI itself is language-agnostic and is being used to generate code in a large set of popular programming languages. This generated code includes both server-side "stubs" and client libraries that are sometimes called software development kits (SDKs). IBM has begun to employ code generation for the Watson Developer Cloud SDKs and other companies are doing similar things, including Google, which generates client libraries from Google-specific API description formats. These teams have found that the quality of SDKs generated from API descriptions depends heavily on the quality of the descriptions. This goes far beyond mere syntactic compliance with a specification -- it involves proper API design, naming, and adherence to organization-wide design patterns. To address this, many companies have created API design guides. Some companies, such as Google and Microsoft, have published their API design guides externally, while others like IBM have kept theirs as internal documents. But to this point, verifying compliance with an API design guide has largely been a manual task. What is needed, we believe, is a configurable and extensible linter to check OpenAPI descriptions for conformance with rules derived from API design guides.
Remix Your Language Tooling (JSConf.eu 2012)lennartkats
JavaScript has a vivid ecosystem of a passionate developer community, libraries, and tools. New frameworks keep pushing the boundaries what you can do with it, and the language family is rapidly expanding with new cousins; TypeScript being the latest. We’re building language tooling to provide an integrated experience with static error checks, code completion, API documentation, and so on. But how can we keep up with this changing environment? Let’s talk about effectively building language tools.
NDC Sydney 2019 - Microservices for building an IDE – The innards of JetBrain...Maarten Balliauw
Ever wondered how IDE’s are built? In this talk, we’ll skip the marketing bit and dive into the architecture and implementation of JetBrains Rider.
We’ll look at how and why we have built (and open sourced) a reactive protocol, and how the IDE uses a “microservices” architecture to communicate with the debugger, Roslyn, a WPF renderer and even other tools like Unity3D. We’ll explore how things are wired together, both in-process and across those microservices. Let’s geek out!
Building scalable and language independent java services using apache thriftTalentica Software
This presentation is about the key challenges of cross language interactions and how they can be overcome. We discuss the Apache Thrift as a solution and understand its principle of Operation with code snippets and examples.
Using Aspects for Language Portability (SCAM 2010)lennartkats
Software platforms such as the Java Virtual Machine or the CLR .NET virtual machine have their own ecosystem of a core programming language or instruction set, libraries, and developer community. Programming languages can target multiple software platforms to increase interoperability or to boost performance. Introducing a new compiler backend for a language is the first step towards targeting a new platform, translating the language to the platform\'s language or instruction set. Programs written in modern languages generally make extensive use of APIs, based on the runtime system of the software platform, introducing additional portability concerns. They may use APIs that are implemented by platform-specific libraries. Libraries may perform platform-specific operations, make direct native calls, or make assumptions about performance characteristics of operations or about the file system. This paper proposes to use aspect weaving to invasively adapt programs and libraries to address such portability concerns, and identifies four classes of aspects for this purpose. We evaluate this approach through a case study where we retarget the Stratego program transformation language towards the Java Virtual Machine.
Green Custard Friday Talk 5: React-Native PerformanceGreen Custard
In Green Custard's 5th Friday talk, William explores the subject of React-Native Performance.
Topics covered:
- Native: The good
- Native: The not so good
- Hybrid summary
- React-Native summary
- React-Native: Component mapping to Native
- React-Native: Architecture
- Performance
- Bridge 2.0 - The React-Native Approach
Green Custard is a custom software development consultancy. To discover more about their work and the team visit www.green-custard.com.
Enforcing API Design Rules for High Quality Code GenerationTim Burks
[Co-presented with Mike Kistler, Architect for SDK Generation for the Watson Client Libraries]
The OpenAPI Specification is emerging as the leading standard for describing REST APIs. A key factor in the popularity of OpenAPI is the broad array of open source tools that it enables that create, manipulate, and publish documentation and code from OpenAPI descriptions. In this talk, we describe a configurable and extensible open source linter for OpenAPI that we are using to solve API code generation problems at IBM and Google. Our linter is based on Gnostic, an open source framework for working with API descriptions that was developed at Google and is available on GitHub.
OpenAPI itself is language-agnostic and is being used to generate code in a large set of popular programming languages. This generated code includes both server-side "stubs" and client libraries that are sometimes called software development kits (SDKs). IBM has begun to employ code generation for the Watson Developer Cloud SDKs and other companies are doing similar things, including Google, which generates client libraries from Google-specific API description formats. These teams have found that the quality of SDKs generated from API descriptions depends heavily on the quality of the descriptions. This goes far beyond mere syntactic compliance with a specification -- it involves proper API design, naming, and adherence to organization-wide design patterns. To address this, many companies have created API design guides. Some companies, such as Google and Microsoft, have published their API design guides externally, while others like IBM have kept theirs as internal documents. But to this point, verifying compliance with an API design guide has largely been a manual task. What is needed, we believe, is a configurable and extensible linter to check OpenAPI descriptions for conformance with rules derived from API design guides.
Remix Your Language Tooling (JSConf.eu 2012)lennartkats
JavaScript has a vivid ecosystem of a passionate developer community, libraries, and tools. New frameworks keep pushing the boundaries what you can do with it, and the language family is rapidly expanding with new cousins; TypeScript being the latest. We’re building language tooling to provide an integrated experience with static error checks, code completion, API documentation, and so on. But how can we keep up with this changing environment? Let’s talk about effectively building language tools.
NDC Sydney 2019 - Microservices for building an IDE – The innards of JetBrain...Maarten Balliauw
Ever wondered how IDE’s are built? In this talk, we’ll skip the marketing bit and dive into the architecture and implementation of JetBrains Rider.
We’ll look at how and why we have built (and open sourced) a reactive protocol, and how the IDE uses a “microservices” architecture to communicate with the debugger, Roslyn, a WPF renderer and even other tools like Unity3D. We’ll explore how things are wired together, both in-process and across those microservices. Let’s geek out!
Accelerating Innovation with Java: The Future is TodayJohn Duimovich
IBM Community Keynote at JavaOne 2016
Innovations for Java driven by new use cases in the cloud, containers and microservices. Extending your application with cognitive functionality and do it all with open source and the community.
Eclipse + Maven + OSGi has never been so easy - Atllia Kissmfrancis
OSGi Community Event 2016 Presentation by Atllia Kiss (Everit Kft.)
This talk outlines the ease of use of OSGi in application code and shows how to master development tasks by using the right APIs and tools. Learn about the latest in component development, asynchronous processing, configuration management and deploying your application code in larger modules, so-called subsystems. A subsystem allows to package a set of bundles and configurations. The subsystem can run isolated from other bundles or other applications.
Learn how to leverage the latest OSGi tech for your own projects. All of the functionality discussed is available as open source.
EKON20 Conference, November 2016
Monolithic rich Windows applications are not enough for our customers. We are often requested to provide a web front-end, or a REST server to be consumed by mobile or thin clients. Integrating n-Tier architecture to an existing project is challenging. Some good practices, based on industry standards and proven design patterns (like uncoupling or SOLID) can be mind-breaker for RAD developers. In this session, we will define some architectural aspects of SOA, ORM and MVC/MVVM, and what our Open Source mORMot framework offers to ease this transition.
Why a DevOps approach is critical to achieve digital transformationAgileSparks
The Internet of Things, mobile, big data and social media have all contributed to the need for a digital transformation of the products and services that companies deliver. The main objective of DevOps is to tightly integrate development and operations to improve the velocity of launching both new and enhanced existing applications to market whilst meeting other essential criteria such as quality, security and efficiency. DevOps can be a key enabler to support the Digital Transformation journey towards the new era of a unified, consistent and channel neutral experience.
Alexis Gaches
Advisor within the DevOps Business unit, CA Technologies
CA
OSGi & Java in Industrial IoT - More than a Solid Trend - Essential to Scale ...mfrancis
OSGi Community Event 2016 Keynote Presentation by Robert Andres (Eurotech) & Walter Hofmann (Hitachi High Technologies)
With the promise of “real” IoT, the requirements for computational capabilities and agility at the edge demand IT-centric architectures and solutions that are based on open and industry standards. “IoT stacks” that are built on OSGi and Java’s solid foundation ensure effective modular software development and management on abstracted hardware.
Total cost of ownership in these IoT solutions matters a lot more than the simple combined hardware and software cost per edge node. Sophisticated software elements – including business intelligence tools, databases, and analytics packages – leverage data remotely and centrally to achieve the best results for customers. A perfect example of an analytics solution using such an approach is the predictive maintenance solution that Hitachi offers, leveraging Eurotech’s IoT hardware and software building blocks that heavily rely on OSGi.
OOW16 - Migrating and Managing Customizations for Oracle E-Business Suite 12....vasuballa
Have you created custom schemas? Have you personalized or extended your Oracle E-Business Suite environment? Attend this Oracle Development session to learn about selecting the best upgrade approach for existing customizations. This session helps you understand the new customization standards required by the Edition-Based Redefinition feature of Oracle Database to be compliant with the Online Patching feature of Oracle E-Business Suite. You will learn about customization use cases, tools, and technologies you can use to ensure that all your customizations are preserved during and after the upgrade. You will also hear about reports you can run before the upgrade to detect and fix your customizations to make them compliant with Oracle E-Business Suite 12.2.
This lecture overviews today leading technologies in web applications development and provides a detailed comparison between the three. This lecture is relevant both for software developers and software development managers who need to select which technology to use, for students who are doing their first steps in the practical world and for people without and background in software development.
More information about the Java course I deliver can be found at java.course.lifemichael.com
More information about the PHP course I deliver can be found at php.course.lifemichael.com
More information about the C# course I deliver can be found at csharp.course.lifemichael.com
OOW16 - Advanced Architectures for Oracle E-Business Suite [CON6705]vasuballa
Attend this session to build on the three-tier logical Oracle E-Business Suite architecture to meet your business requirements for high availability, scalability, and performance. The topics include load balancing and clustering. Understand how to securely deploy Oracle E-Business Suite for internet access with a demilitarized zone. Apply the various topics covered in the session to assist you with planning a disaster recovery project for your environment. Learn about new tools that automate scale-out and other advanced architectures when deploying Oracle E-Business Suite to Oracle Cloud.
A look at benefits realisation during every phase of transformation activities to operationalise portable digital health records
Day Two, Pop-up University 2, 09.00
The Digital Maturity Matrix -A Methodology for Digital TransformationJoakim Jansson
Based on the brand new book LEADING DIGITAL TRANSFORMATION. Available on Amazon.
This methodology is made to help boards, CEOs and management teams take command in its digital transformation. To gain control without controlling.
Digital disruption is changing industries one by one and business need to transform to stay competitive. But with so many digital opportunities, limited resources and let's face it, often limited understanding how should the digital transformation be carried out?
That´s what the Digital Maturity Matrix is all about. What we have come up with is a step by step method on how to transform a company into a winner in a digital world. It is about doing the right things at the right time and to know when it is time to answer Why? Where? How? What? and When?
The methodology is developed in co-creation with some 40 people including both researchers, CEO's and specialists. It is used in businesses today with great success.
It aims at providing:
-An understanding of the width and depth of digital transformation
-Control - without controlling
-Clear recommendations
-Buy-in at all levels
-Increased ROI
Hope you like it! Please contact us if you'd like to know more.
Slides for the JavaOne 2012 session on Java batch for Cost Optimized Efficiency. This session talks about the importance of Java Batch in Enterprise computing and provides a reference architecture, overview of the JSR 352 and the WebSphere Batch solutions.
Video and slides synchronized, mp3 and slide download available at URL http://bit.ly/28ePA2L.
Sylvan Clebsch talks about using Pony in a fintech environment to build high-performance tools. Pony is a new actor-model language that's statically typed and ahead-of-time compiled (using LLVM), with a fully concurrent garbage collector and a data-race free type system. Filmed at qconlondon.com.
Sylvan Clebsch is the designer of the Pony programming language. He has worked in industry for 24 years, on fintech, milsims, video games, peer networking, VOIP, identity management, crypto, and embedded OSes. He is currently working on distributed Pony.
Can i service this from my raspberry piThoughtworks
Infrastructure-related skills are essential for developers in cross-functional teams who build microservices for the cloud. Becoming proficient in infrastructure development is not just about understanding the hardware and software components on top of which applications run in the cloud. It's also about being able to use the tools that provide virtual access to this infrastructure and enable us to provision, configure, monitor it, and deploy applications to it. In this talk Gesa shares how building a Kubernetes cluster of Raspberry Pis and serving applications from it can help in acquiring fundamental infrastructure skills.
Today’s web and mobile app localization industry relies on numerous standards, libraries and file formats to facilitate the exchange between developers and translators. While some formats are somewhat sophisticated, others lack even the most basic features, like pluralization and contextualization. And most can’t offer support for more advanced localization features, like language cases.
The most common localization formats include Gettext PO, PHP Arrays, Android XML, YAML, .Net RESX, iOS Strings and many others. A typical developer today works with many frameworks - for instance a Laravel backend app (PHP Arrays) with Ember front end (i18n JS) and iOS mobile app (Strings). Since all standards have distinct syntax, in many cases translations cannot be shared across applications.
Translation Markup Language (TML) aims to solve both these problems by introducing a powerful extensible cross-platform syntax that offers support for pluralization, language contextualization, language cases, reusable decorators and much more. TML libraries are available for all major web and mobile platforms. TML allows translators to do in-context translations - where they can translate right from within the apps. TML libraries also eliminate the need for developers to ever deal with the resource files, as all extractions and translation substitution is done realtime and the resource files are only used as a transport between the apps and the Translation Exchange platform.
Translation Exchange stores all translations in Universal Translation Memory (UTM), a graph database which stores all translations with their context, tone, rank and other attributes for accurate matching. This allows translations to be shared across all apps in the Translation Exchange Network. The translation memories of each app are extracted from the UTM graph and are managed by their individual localization teams. During this presentation we will look at some of the features of TML and how it can be used to quickly translate a Ruby on Rails application into any number of languages using in-context translation tools. We will also look at how the data is stored and shared across applications using UTM.
One possible solution to ensure that your e-commerce site will not break during high-sales periods such as Black Friday or Christmas, is running JMeter distributed performance tests on Rancher.
This presentation was given during iQuest Keyboards & Mice event which took place in Craiova, Romania, on October 19th 2017.
Building and deploying LLM applications with Apache AirflowKaxil Naik
Behind the growing interest in Generate AI and LLM-based enterprise applications lies an expanded set of requirements for data integrations and ML orchestration. Enterprises want to use proprietary data to power LLM-based applications that create new business value, but they face challenges in moving beyond experimentation. The pipelines that power these models need to run reliably at scale, bringing together data from many sources and reacting continuously to changing conditions.
This talk focuses on the design patterns for using Apache Airflow to support LLM applications created using private enterprise data. We’ll go through a real-world example of what this looks like, as well as a proposal to improve Airflow and to add additional Airflow Providers to make it easier to interact with LLMs such as the ones from OpenAI (such as GPT4) and the ones on HuggingFace, while working with both structured and unstructured data.
In short, this shows how these Airflow patterns enable reliable, traceable, and scalable LLM applications within the enterprise.
https://airflowsummit.org/sessions/2023/keynote-llm/
Listen to the keynote address and hear about the latest developments from Rachana Ananthakrishnan and Ian Foster who review the updates to the Globus Platform and Service, and the relevance of Globus to the scientific community as an automation platform to accelerate scientific discovery.
In software engineering, the right architecture is essential for robust, scalable platforms. Wix has undergone a pivotal shift from event sourcing to a CRUD-based model for its microservices. This talk will chart the course of this pivotal journey.
Event sourcing, which records state changes as immutable events, provided robust auditing and "time travel" debugging for Wix Stores' microservices. Despite its benefits, the complexity it introduced in state management slowed development. Wix responded by adopting a simpler, unified CRUD model. This talk will explore the challenges of event sourcing and the advantages of Wix's new "CRUD on steroids" approach, which streamlines API integration and domain event management while preserving data integrity and system resilience.
Participants will gain valuable insights into Wix's strategies for ensuring atomicity in database updates and event production, as well as caching, materialization, and performance optimization techniques within a distributed system.
Join us to discover how Wix has mastered the art of balancing simplicity and extensibility, and learn how the re-adoption of the modest CRUD has turbocharged their development velocity, resilience, and scalability in a high-growth environment.
Developing Distributed High-performance Computing Capabilities of an Open Sci...Globus
COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among public health practitioners, mathematical modelers, and scientific computing specialists, while revealing critical gaps in exploiting advanced computing systems to support urgent decision making. Informed by our team’s work in applying high-performance computing in support of public health decision makers during the COVID-19 pandemic, we present how Globus technologies are enabling the development of an open science platform for robust epidemic analysis, with the goal of collaborative, secure, distributed, on-demand, and fast time-to-solution analyses to support public health.
Understanding Globus Data Transfers with NetSageGlobus
NetSage is an open privacy-aware network measurement, analysis, and visualization service designed to help end-users visualize and reason about large data transfers. NetSage traditionally has used a combination of passive measurements, including SNMP and flow data, as well as active measurements, mainly perfSONAR, to provide longitudinal network performance data visualization. It has been deployed by dozens of networks world wide, and is supported domestically by the Engagement and Performance Operations Center (EPOC), NSF #2328479. We have recently expanded the NetSage data sources to include logs for Globus data transfers, following the same privacy-preserving approach as for Flow data. Using the logs for the Texas Advanced Computing Center (TACC) as an example, this talk will walk through several different example use cases that NetSage can answer, including: Who is using Globus to share data with my institution, and what kind of performance are they able to achieve? How many transfers has Globus supported for us? Which sites are we sharing the most data with, and how is that changing over time? How is my site using Globus to move data internally, and what kind of performance do we see for those transfers? What percentage of data transfers at my institution used Globus, and how did the overall data transfer performance compare to the Globus users?
Designing for Privacy in Amazon Web ServicesKrzysztofKkol1
Data privacy is one of the most critical issues that businesses face. This presentation shares insights on the principles and best practices for ensuring the resilience and security of your workload.
Drawing on a real-life project from the HR industry, the various challenges will be demonstrated: data protection, self-healing, business continuity, security, and transparency of data processing. This systematized approach allowed to create a secure AWS cloud infrastructure that not only met strict compliance rules but also exceeded the client's expectations.
How to Position Your Globus Data Portal for Success Ten Good PracticesGlobus
Science gateways allow science and engineering communities to access shared data, software, computing services, and instruments. Science gateways have gained a lot of traction in the last twenty years, as evidenced by projects such as the Science Gateways Community Institute (SGCI) and the Center of Excellence on Science Gateways (SGX3) in the US, The Australian Research Data Commons (ARDC) and its platforms in Australia, and the projects around Virtual Research Environments in Europe. A few mature frameworks have evolved with their different strengths and foci and have been taken up by a larger community such as the Globus Data Portal, Hubzero, Tapis, and Galaxy. However, even when gateways are built on successful frameworks, they continue to face the challenges of ongoing maintenance costs and how to meet the ever-expanding needs of the community they serve with enhanced features. It is not uncommon that gateways with compelling use cases are nonetheless unable to get past the prototype phase and become a full production service, or if they do, they don't survive more than a couple of years. While there is no guaranteed pathway to success, it seems likely that for any gateway there is a need for a strong community and/or solid funding streams to create and sustain its success. With over twenty years of examples to draw from, this presentation goes into detail for ten factors common to successful and enduring gateways that effectively serve as best practices for any new or developing gateway.
TROUBLESHOOTING 9 TYPES OF OUTOFMEMORYERRORTier1 app
Even though at surface level ‘java.lang.OutOfMemoryError’ appears as one single error; underlyingly there are 9 types of OutOfMemoryError. Each type of OutOfMemoryError has different causes, diagnosis approaches and solutions. This session equips you with the knowledge, tools, and techniques needed to troubleshoot and conquer OutOfMemoryError in all its forms, ensuring smoother, more efficient Java applications.
Cyaniclab : Software Development Agency Portfolio.pdfCyanic lab
CyanicLab, an offshore custom software development company based in Sweden,India, Finland, is your go-to partner for startup development and innovative web design solutions. Our expert team specializes in crafting cutting-edge software tailored to meet the unique needs of startups and established enterprises alike. From conceptualization to execution, we offer comprehensive services including web and mobile app development, UI/UX design, and ongoing software maintenance. Ready to elevate your business? Contact CyanicLab today and let us propel your vision to success with our top-notch IT solutions.
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
SOCRadar Research Team: Latest Activities of IntelBrokerSOCRadar
The European Union Agency for Law Enforcement Cooperation (Europol) has suffered an alleged data breach after a notorious threat actor claimed to have exfiltrated data from its systems. Infamous data leaker IntelBroker posted on the even more infamous BreachForums hacking forum, saying that Europol suffered a data breach this month.
The alleged breach affected Europol agencies CCSE, EC3, Europol Platform for Experts, Law Enforcement Forum, and SIRIUS. Infiltration of these entities can disrupt ongoing investigations and compromise sensitive intelligence shared among international law enforcement agencies.
However, this is neither the first nor the last activity of IntekBroker. We have compiled for you what happened in the last few days. To track such hacker activities on dark web sources like hacker forums, private Telegram channels, and other hidden platforms where cyber threats often originate, you can check SOCRadar’s Dark Web News.
Stay Informed on Threat Actors’ Activity on the Dark Web with SOCRadar!
Large Language Models and the End of ProgrammingMatt Welsh
Talk by Matt Welsh at Craft Conference 2024 on the impact that Large Language Models will have on the future of software development. In this talk, I discuss the ways in which LLMs will impact the software industry, from replacing human software developers with AI, to replacing conventional software with models that perform reasoning, computation, and problem-solving.
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisGlobus
JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.
A Comprehensive Look at Generative AI in Retail App Testing.pdfkalichargn70th171
Traditional software testing methods are being challenged in retail, where customer expectations and technological advancements continually shape the landscape. Enter generative AI—a transformative subset of artificial intelligence technologies poised to revolutionize software testing.
Globus Connect Server Deep Dive - GlobusWorld 2024Globus
We explore the Globus Connect Server (GCS) architecture and experiment with advanced configuration options and use cases. This content is targeted at system administrators who are familiar with GCS and currently operate—or are planning to operate—broader deployments at their institution.
Prosigns: Transforming Business with Tailored Technology SolutionsProsigns
Unlocking Business Potential: Tailored Technology Solutions by Prosigns
Discover how Prosigns, a leading technology solutions provider, partners with businesses to drive innovation and success. Our presentation showcases our comprehensive range of services, including custom software development, web and mobile app development, AI & ML solutions, blockchain integration, DevOps services, and Microsoft Dynamics 365 support.
Custom Software Development: Prosigns specializes in creating bespoke software solutions that cater to your unique business needs. Our team of experts works closely with you to understand your requirements and deliver tailor-made software that enhances efficiency and drives growth.
Web and Mobile App Development: From responsive websites to intuitive mobile applications, Prosigns develops cutting-edge solutions that engage users and deliver seamless experiences across devices.
AI & ML Solutions: Harnessing the power of Artificial Intelligence and Machine Learning, Prosigns provides smart solutions that automate processes, provide valuable insights, and drive informed decision-making.
Blockchain Integration: Prosigns offers comprehensive blockchain solutions, including development, integration, and consulting services, enabling businesses to leverage blockchain technology for enhanced security, transparency, and efficiency.
DevOps Services: Prosigns' DevOps services streamline development and operations processes, ensuring faster and more reliable software delivery through automation and continuous integration.
Microsoft Dynamics 365 Support: Prosigns provides comprehensive support and maintenance services for Microsoft Dynamics 365, ensuring your system is always up-to-date, secure, and running smoothly.
Learn how our collaborative approach and dedication to excellence help businesses achieve their goals and stay ahead in today's digital landscape. From concept to deployment, Prosigns is your trusted partner for transforming ideas into reality and unlocking the full potential of your business.
Join us on a journey of innovation and growth. Let's partner for success with Prosigns.
Accelerate Enterprise Software Engineering with PlatformlessWSO2
Key takeaways:
Challenges of building platforms and the benefits of platformless.
Key principles of platformless, including API-first, cloud-native middleware, platform engineering, and developer experience.
How Choreo enables the platformless experience.
How key concepts like application architecture, domain-driven design, zero trust, and cell-based architecture are inherently a part of Choreo.
Demo of an end-to-end app built and deployed on Choreo.
Modern design is crucial in today's digital environment, and this is especially true for SharePoint intranets. The design of these digital hubs is critical to user engagement and productivity enhancement. They are the cornerstone of internal collaboration and interaction within enterprises.
Multiple Your Crypto Portfolio with the Innovative Features of Advanced Crypt...Hivelance Technology
Cryptocurrency trading bots are computer programs designed to automate buying, selling, and managing cryptocurrency transactions. These bots utilize advanced algorithms and machine learning techniques to analyze market data, identify trading opportunities, and execute trades on behalf of their users. By automating the decision-making process, crypto trading bots can react to market changes faster than human traders
Hivelance, a leading provider of cryptocurrency trading bot development services, stands out as the premier choice for crypto traders and developers. Hivelance boasts a team of seasoned cryptocurrency experts and software engineers who deeply understand the crypto market and the latest trends in automated trading, Hivelance leverages the latest technologies and tools in the industry, including advanced AI and machine learning algorithms, to create highly efficient and adaptable crypto trading bots
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
2. Agenda
❊ Machine and the Machine Code
❊ Language Classification
❊ Abstraction types and their implications
❊ Major Language paradigms
❊ Java Perspectives
❊ Stories from Scripts
❊ Expressiveness plus Efficiency
3. Introduction to the speaker
❊ 14 years of experience: Developing, Porting, and Debugging large and
complex System software modules
❊ Virtual machines, Language Runtimes, Compilers, Web Servers
❊ Active Contributor to Open source Projects
❊ Interests: Language semantics, Subroutine linkage, Code optimization,
Virtual machines, Process runtime, PaaS, Core file debugging
❊ Focus area: PaaS
linkedin: gireeshpunathil
Twitter : @gireeshpunam
Github : gireeshpunathil
Email : gpunathi@in.ibm.com
4. Machine and the Machine Code
❊ Logic implemented by Circuits
❊ Behavior specified by Architecture
❊ Capability abstracted by Instructions
❊ Instructions encoded in bits
❊ Code and Data referred by address
💻
6. Benefits
❊ Fast and Powerful
❊ Direct access to devices
❊ Little code transformation
❊ Low resource consumption
Drawbacks
♨ Lacks portability
♨ Code maintenance difficult
♨ Hard to read
♨ Un-named data
♨ Hard to debug issues
♨ Very little runtime checks
💉 🔌
7. C – A thin wrapper around Assembly
❊ Arithmetic: +, -, *, /, +=, ++
❊ Copy: =, memset(), strcpy()
❊ Compare: ==, !=, <, >, >=
❊ Control: if, for, switch, (), return
❊ Port access: read(), write()
❊ CAS: mutex, semaphore, conditions
🚀
8. C – Often as powerful as Assembly
unsigned long mytime()
{
unsigned long time;
__asm__ volatile (”rdtsc”:"=A" (time));
return time;
}
http://www.tldp.org/HOWTO/text/IO-Port-Programming ⏱
9. Domain based
❊ Focus on problem domain
❊ Validation at business level
❊ Used in limited scope
❊ 3rd level of Abstraction
❊ HTML, SQL, SED, AWK
Paradigm based
Programming Language Classification
Script based
❊ General purpose
❊ Focus on S/W domain
❊ Rules on code & data
❊ 1st level of Abstraction
❊ C, C++, C#, Java
❊ Discrete commands strung
into a coherent whole
❊ Automate repeatable tasks
❊ 2nd level of Abstraction
❊ Py, PHP, JS, Ruby, Bash
💊🃋 🗡
17. Synchronization
Synchronization intrinsic
to language
Locks intrinsic to Objects
Granular at function and
block level
Syntax and Semantics
validation
Lock word management
Implement sync. primitives
Fast path sync.
Slow path sync.
Exception handling
Expressiveness Compiler Pressure Runtime Pressure
18. Threading
Abstracts execution sequence
Flexible creation models
Lifecycle management
Backbone of concurrency
Backbone of Multicore exploitation
Cost of Native threading
Cost of stack management
Cost of context switching
Cost of synchronization
Expressiveness Compiler Pressure Runtime Pressure
19. Garbage Collection
Automatic Object
memory management
Cost of the Stopped World
Cost of Copy Collection
Cost of Stack walk
Cost of Marking
Cost of Sweeping
Cost of Compaction
Features Compiler Pressure Runtime Pressure
20. Native Interfacing
Special cases to descent
into a low level language
Fill the gap in platform
abstraction
Syntax validation
Type verification
Call semantics validation
Stub creation
Dynamic loading
Dynamic linking
Type conversion/validation
Environment management
Stack management
Context switching
Memory management
Expressiveness Compiler Pressure Runtime Pressure
22. Class
Custom Types
Glues Code with Data
Implements OO
Models real world entities
with attributes and
behaviors
Syntax validation
Hierarchy validation
Access validation
Semantic validation
Constant pool creation
Bytecode generation
Unitization
Class loading cost
Class loader cost
Class initialization cost
Reflection cost
Object header cost
Field access cost
Method access cost
Invocation cost
Expressiveness Compiler Pressure Runtime Pressure
23. Bytecode aka. Portability
Write Once Run Everywhere
Forget the real machine,
learn only language spec.
and virtual machine spec.
Syntax validation
Hierarchy validation
Access validation
Semantic validation
Constant pool creation
Bytecode generation
Unitization
Interpretation cost
Dynamic Compilation cost
Classloading cost
Runtime verification cost
Exception handling cost
Expressiveness Compiler Pressure Runtime Pressure
25. Dynamic Typing
Model more real-world
like data
Data bound to Object not
with the Class
Data access cost
Type inference cost
Object Lookup cost
Data access cost
Type inference cost
Heterogeneous type
management cost
Features Compiler Pressure Runtime Pressure
26. Runtime Evaluation
Executable in a String
Run arbitrary,
unprepared code
Code verification
Data verification
Consistency check
Entire process of parsing,
compilation,
transformation,
interpretation initiated at a
call site
Features Compiler Pressure Runtime Pressure
28. Python: Analytics
Packing and Zipping
Generator expressions
Tuples, Sets and Queues
OS module: thinnest wrapper
around platforms
•Beautiful is better than ugly
•Explicit is better than implicit
•Simple is better than complex
•Complex is better than complicated
•Readability counts
…
• Practicality beats purity
Deep learning Semantics Zen of Python
31. Summary
❊ Ideal feature balances expressiveness with commutability
❊ A Seamless, Silky route from the feature to the platform
❊ It is OK to be Polyglot
❊ Each language specializes around a central theme
❊ Keep one eye on the intended workload, and other on the
underlying system
❊ Find the right tool for each jobs, and fuse them
32. Want to build a new Language?
❊ Obvious Challenge: Huge Initial Investment
❊ Build Language Runtime before building a Language:
Platform Abstraction
Memory management
Dynamic Compiler
Diagnostic support
❊ Eclipse OMR (Open Managed Runtime): (https://developer.ibm.com/open/omr)
Create and supply all common infrastructure components
Effort is better spent on Language features
Reduces (Relegates) the complexity
33. References
Java Virtual Machine Specification
https://docs.oracle.com/javase/specs/jvms/se8/jvms8.pdf
Intel Architecture Specification
http://www.intel.in/content/dam/www/public/us/en/documents/manuals/64-ia-32-architectures-software-developer-
manual-325462.pdf
Programming Language Classification
https://en.wikipedia.org/wiki/Category:Programming_language_classification
Python Language Reference
https://docs.python.org/3/reference/index.html
Swift Language Reference
https://swift.org/documentation/TheSwiftProgrammingLanguage(Swift3).epub
Node.js API reference
https://nodejs.org/api
Eclipse OMR
https://developer.ibm.com/open/omr/
