We are a dynamic and passionate group of professionals in IT infrastructure services space, focused on providing enhanced customer experience through our IT services offerings.
51% of manufacturers are under pressure to release products faster with accurate fulfillment - Aberdeen Survey
Supply Chain Visualization solution enables digitally tracking and tracing products across manufacturing and supply chain for accurate fulfillment.
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry ForumARC Advisory Group
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry Forum by Sid Snitkin.
AIM is Important => Every Organizations Should Assess the Potential Benefits of Better AIM (See ARC AIM Cost Models)
AIM is More Than Technology => Build an AIM Strategy Considering Goals, People, Processes and Technology (See ARC AIM Strategy Development Process)
AIM Solutions Vary Significantly => Understand Your Needs First and Identify the Portfolio of Solutions That Really Satisfy Them (See ARC AIM Technology Models)
51% of manufacturers are under pressure to release products faster with accurate fulfillment - Aberdeen Survey
Supply Chain Visualization solution enables digitally tracking and tracing products across manufacturing and supply chain for accurate fulfillment.
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry ForumARC Advisory Group
Asset Information Management (AIM) Presentation @ ARC's 2011 Industry Forum by Sid Snitkin.
AIM is Important => Every Organizations Should Assess the Potential Benefits of Better AIM (See ARC AIM Cost Models)
AIM is More Than Technology => Build an AIM Strategy Considering Goals, People, Processes and Technology (See ARC AIM Strategy Development Process)
AIM Solutions Vary Significantly => Understand Your Needs First and Identify the Portfolio of Solutions That Really Satisfy Them (See ARC AIM Technology Models)
Data Engineering the Startup Way - AWS Startup Day Chicago 2018Amazon Web Services
Uptake is the industrial analytics platform that delivers products to major industries to increase productivity, security, safety and reliability.
About the Event
Launching a successful startup takes more than building on the most flexible, reliable, and scalable infrastructure available today. Startup Day is an opportunity to hear from successful startups about how they've tackled the unique technical challenges in their industry. It's also an opportunity to meet other startup leaders in your community to share ideas, help each other grow, and inspire each other while tackling problems that affect your organization.
Who Should Attend?
This event is built for early stage (pre-seed & bootstrapped) technical leads and entrepreneurs. Attendees will learn from a technical perspective what did and didn't work well from other startups across a diverse range of industries. Hear what funded and late stage startups wish they knew before they began building. Learn how companies are leveraging SageMaker for optimizing Machine Learning training and deployment, deploying ECS for container orchestration, and using Lambda to build companies that are entirely serverless.
Redefining the Role of IT in a Self-Help Data Integration EnvironmentUNIFI Software
Sabre is a technology solutions provider to the global travel and tourism industry. As part of delivering that service, Sabre has Service Level Agreements with each Airline client. Maintaining accurate records of those SLAs and understanding escalations falls to the IT support team. Madhuri Kollu, at Sabre, will provide insight into how they integrate legacy and new data sources and provide business leaders the tools to derive critical business insights from the data.
Consequences of Unmanaged Salesforce Data GrowthDataArchiva
This webinar covered below Key points.
Salesforce data archiving – An Overview
Future of Salesforce data archiving
Consequences of unmanaged Salesforce data growth
What could be the most effective approach to manage Salesforce data growth? – Archive it, not backup
How DataArchiva is making Salesforce data archiving easy & cost-effective?
Future Roadmap
This presentation by InTechnology’s Stefan Haase gives an overview of Hybrid Hosting, exploring the need for flexible hosting solutions whilst looking at how this can reduce your business hosting footprint, data centre costs and capital expenditure. http://www.intechnology.co.uk/resource-centre/hybrid-hosting-webcast.aspx
Slides from my 12/10/14 Webinar with the Bloor Group on the importance of an Analytics Platform for delivering value across your organization, and how TIBCO Spotfire meets that need.
Acquisition de données dans Neo4j pour le Master Data ManagementNeo4j
Une base de données graphes convient parfaitement aux cas d'utilisation de Master Data Management, tels que la création d'une vue à 360 degrés du client. Les entités du monde réel telles que les clients, les produits et les tickets de support, ainsi que les relations entre eux, peuvent être directement modélisées dans le graphe, ce qui permet l'analyse et la visualisation de l'ensemble de données combiné.
Avant que cela ne se produise, les données doivent être collectées à partir d'un ensemble varié de sources et ingérées dans la base de données de graphes. Les données source peuvent être situées dans des fichiers plats, dans des bases de données relationnelles, dans des plates-formes basées sur le cloud ou même dans une file d'attente de messages.
Extraire des données de leur source, les transformer en la structure et le format requis et les charger dans la base de données graphes (processus ETL) peut être un projet majeure. L’écriture de scripts personnalisés ou l’utilisation d’outils traditionnels ETL donne lieu à une solution fragile qui échoue face à la modification des structures de données et aux exigences, telles que l’acquisition de données en continu.
Au cours de cette session, vous apprendrez à créer des pipelines de données robustes pour charger des données par lots et en continu dans Neo4j. Nous examinerons les particularités de différentes sources de données et examinerons des cas d'utilisation réels, tels que l'extraction de données clients du cloud et leur combinaison avec les données de produit d'une base de données relationnelle.
Au préalable, nous ferons une courte introduction à Neo4j avec Cédric Fauvet, Business Développement France chez Neo4j.
Wise Men TIBCO ADF Webinar- 16 October 2014Wise Men
TIBCO has a broad range of products which are used for developing various types of enterprise solutions such as, EAI, BPM, CEP and MDM. Most of the enterprises follow agile development methodology and need TIBCO applications to be deployed and promoted as quickly as possible while reducing the develop-test-debug-deploy cycle.
Wise Men has the most comprehensive services on the TIBCO platform. We have an “Automated Deployment Framework” that supports most of the frequently used TIBCO products and we have an implementation service for ADF that guarantees the results..
Please join the experts from Wise Men to understand and discover how we can help you save 75% of lifecycle management cost of your TIBCO applications.
Data Engineering the Startup Way - AWS Startup Day Chicago 2018Amazon Web Services
Uptake is the industrial analytics platform that delivers products to major industries to increase productivity, security, safety and reliability.
About the Event
Launching a successful startup takes more than building on the most flexible, reliable, and scalable infrastructure available today. Startup Day is an opportunity to hear from successful startups about how they've tackled the unique technical challenges in their industry. It's also an opportunity to meet other startup leaders in your community to share ideas, help each other grow, and inspire each other while tackling problems that affect your organization.
Who Should Attend?
This event is built for early stage (pre-seed & bootstrapped) technical leads and entrepreneurs. Attendees will learn from a technical perspective what did and didn't work well from other startups across a diverse range of industries. Hear what funded and late stage startups wish they knew before they began building. Learn how companies are leveraging SageMaker for optimizing Machine Learning training and deployment, deploying ECS for container orchestration, and using Lambda to build companies that are entirely serverless.
Redefining the Role of IT in a Self-Help Data Integration EnvironmentUNIFI Software
Sabre is a technology solutions provider to the global travel and tourism industry. As part of delivering that service, Sabre has Service Level Agreements with each Airline client. Maintaining accurate records of those SLAs and understanding escalations falls to the IT support team. Madhuri Kollu, at Sabre, will provide insight into how they integrate legacy and new data sources and provide business leaders the tools to derive critical business insights from the data.
Consequences of Unmanaged Salesforce Data GrowthDataArchiva
This webinar covered below Key points.
Salesforce data archiving – An Overview
Future of Salesforce data archiving
Consequences of unmanaged Salesforce data growth
What could be the most effective approach to manage Salesforce data growth? – Archive it, not backup
How DataArchiva is making Salesforce data archiving easy & cost-effective?
Future Roadmap
This presentation by InTechnology’s Stefan Haase gives an overview of Hybrid Hosting, exploring the need for flexible hosting solutions whilst looking at how this can reduce your business hosting footprint, data centre costs and capital expenditure. http://www.intechnology.co.uk/resource-centre/hybrid-hosting-webcast.aspx
Slides from my 12/10/14 Webinar with the Bloor Group on the importance of an Analytics Platform for delivering value across your organization, and how TIBCO Spotfire meets that need.
Acquisition de données dans Neo4j pour le Master Data ManagementNeo4j
Une base de données graphes convient parfaitement aux cas d'utilisation de Master Data Management, tels que la création d'une vue à 360 degrés du client. Les entités du monde réel telles que les clients, les produits et les tickets de support, ainsi que les relations entre eux, peuvent être directement modélisées dans le graphe, ce qui permet l'analyse et la visualisation de l'ensemble de données combiné.
Avant que cela ne se produise, les données doivent être collectées à partir d'un ensemble varié de sources et ingérées dans la base de données de graphes. Les données source peuvent être situées dans des fichiers plats, dans des bases de données relationnelles, dans des plates-formes basées sur le cloud ou même dans une file d'attente de messages.
Extraire des données de leur source, les transformer en la structure et le format requis et les charger dans la base de données graphes (processus ETL) peut être un projet majeure. L’écriture de scripts personnalisés ou l’utilisation d’outils traditionnels ETL donne lieu à une solution fragile qui échoue face à la modification des structures de données et aux exigences, telles que l’acquisition de données en continu.
Au cours de cette session, vous apprendrez à créer des pipelines de données robustes pour charger des données par lots et en continu dans Neo4j. Nous examinerons les particularités de différentes sources de données et examinerons des cas d'utilisation réels, tels que l'extraction de données clients du cloud et leur combinaison avec les données de produit d'une base de données relationnelle.
Au préalable, nous ferons une courte introduction à Neo4j avec Cédric Fauvet, Business Développement France chez Neo4j.
Wise Men TIBCO ADF Webinar- 16 October 2014Wise Men
TIBCO has a broad range of products which are used for developing various types of enterprise solutions such as, EAI, BPM, CEP and MDM. Most of the enterprises follow agile development methodology and need TIBCO applications to be deployed and promoted as quickly as possible while reducing the develop-test-debug-deploy cycle.
Wise Men has the most comprehensive services on the TIBCO platform. We have an “Automated Deployment Framework” that supports most of the frequently used TIBCO products and we have an implementation service for ADF that guarantees the results..
Please join the experts from Wise Men to understand and discover how we can help you save 75% of lifecycle management cost of your TIBCO applications.
Interlace is a multi-faceted end-to-end IT software Solutions provider that can deliver customized products, solutions and IT services to enterprises and government organizations.
Craig will discuss architecture patterns with InfluxDB Enterprise, covering an overview of InfluxDB Enterprise, features, ingestion and query rates, deployment examples, replication patterns, and general advice.
Care Risk Solutions, based in Mumbai, India, provides software solutions for Banking, Financial Services, and Insurance (BFSI) sectors. Care Risk carries a suite of solutions primarily to support companies in the financial risk domain. This includes its Enterprise Risk Management suite (ERM), Asset Liability Management (ALM), Fund Transfer Pricing (FTP), International Financial Reporting Standards (IFRS), Financial Reporting Applications, Lending suite, and Early Warning systems.
To ensure support for its wide range of products, Care Risk Solutions chose to migrate from its legacy databases to EDB Postgres. The switch enabled Care Risk to widen their product availability on multiple databases as well as the ability to track large contracts across many years. Care Risk also benefited from the services support from Chemtrols Infotech, including SLA maintenance with end customers.
In this presentation, a Care Risk representative explains their migration journey from legacy database systems to EDB Postgres, the challenges faced, benefits of migrating to EDB Postgres, and much more.
SwiftAnt's corporate presentation depicting the capabilities, suite of services, partnerships, certifications and awards, differentiators, philosophies so on and so forth.
Data technology experts from Pivotal give the latest perspective on how big data analytics and applications are transforming organizations across industries.
This event provides an opportunity to learn about new developments in the rapidly-changing world of big data and understand best practices in creating Internet of Things (IoT) applications.
Learn more about the Pivotal Big Data Roadshow: http://pivotal.io/big-data/data-roadshow
Top 7 Unique WhatsApp API Benefits | Saudi ArabiaYara Milbes
Discover the transformative power of the WhatsApp API in our latest SlideShare presentation, "Top 7 Unique WhatsApp API Benefits." In today's fast-paced digital era, effective communication is crucial for both personal and professional success. Whether you're a small business looking to enhance customer interactions or an individual seeking seamless communication with loved ones, the WhatsApp API offers robust capabilities that can significantly elevate your experience.
In this presentation, we delve into the top 7 distinctive benefits of the WhatsApp API, provided by the leading WhatsApp API service provider in Saudi Arabia. Learn how to streamline customer support, automate notifications, leverage rich media messaging, run scalable marketing campaigns, integrate secure payments, synchronize with CRM systems, and ensure enhanced security and privacy.
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.
GraphSummit Paris - The art of the possible with Graph TechnologyNeo4j
Sudhir Hasbe, Chief Product Officer, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
OpenMetadata Community Meeting - 5th June 2024OpenMetadata
The OpenMetadata Community Meeting was held on June 5th, 2024. In this meeting, we discussed about the data quality capabilities that are integrated with the Incident Manager, providing a complete solution to handle your data observability needs. Watch the end-to-end demo of the data quality features.
* How to run your own data quality framework
* What is the performance impact of running data quality frameworks
* How to run the test cases in your own ETL pipelines
* How the Incident Manager is integrated
* Get notified with alerts when test cases fail
Watch the meeting recording here - https://www.youtube.com/watch?v=UbNOje0kf6E
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Unleash Unlimited Potential with One-Time Purchase
BoxLang is more than just a language; it's a community. By choosing a Visionary License, you're not just investing in your success, you're actively contributing to the ongoing development and support of BoxLang.
Gamify Your Mind; The Secret Sauce to Delivering Success, Continuously Improv...Shahin Sheidaei
Games are powerful teaching tools, fostering hands-on engagement and fun. But they require careful consideration to succeed. Join me to explore factors in running and selecting games, ensuring they serve as effective teaching tools. Learn to maintain focus on learning objectives while playing, and how to measure the ROI of gaming in education. Discover strategies for pitching gaming to leadership. This session offers insights, tips, and examples for coaches, team leads, and enterprise leaders seeking to teach from simple to complex concepts.
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI AppGoogle
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI App
👉👉 Click Here To Get More Info 👇👇
https://sumonreview.com/ai-fusion-buddy-review
AI Fusion Buddy Review: Key Features
✅Create Stunning AI App Suite Fully Powered By Google's Latest AI technology, Gemini
✅Use Gemini to Build high-converting Converting Sales Video Scripts, ad copies, Trending Articles, blogs, etc.100% unique!
✅Create Ultra-HD graphics with a single keyword or phrase that commands 10x eyeballs!
✅Fully automated AI articles bulk generation!
✅Auto-post or schedule stunning AI content across all your accounts at once—WordPress, Facebook, LinkedIn, Blogger, and more.
✅With one keyword or URL, generate complete websites, landing pages, and more…
✅Automatically create & sell AI content, graphics, websites, landing pages, & all that gets you paid non-stop 24*7.
✅Pre-built High-Converting 100+ website Templates and 2000+ graphic templates logos, banners, and thumbnail images in Trending Niches.
✅Say goodbye to wasting time logging into multiple Chat GPT & AI Apps once & for all!
✅Save over $5000 per year and kick out dependency on third parties completely!
✅Brand New App: Not available anywhere else!
✅ Beginner-friendly!
✅ZERO upfront cost or any extra expenses
✅Risk-Free: 30-Day Money-Back Guarantee!
✅Commercial License included!
See My Other Reviews Article:
(1) AI Genie Review: https://sumonreview.com/ai-genie-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
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Software Engineering, Software Consulting, Tech Lead.
Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Security,
Spring Transaction, Spring MVC,
Log4j, REST/SOAP WEB-SERVICES.
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).
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.
Atelier - Innover avec l’IA Générative et les graphes de connaissancesNeo4j
Atelier - Innover avec l’IA Générative et les graphes de connaissances
Allez au-delà du battage médiatique autour de l’IA et découvrez des techniques pratiques pour utiliser l’IA de manière responsable à travers les données de votre organisation. Explorez comment utiliser les graphes de connaissances pour augmenter la précision, la transparence et la capacité d’explication dans les systèmes d’IA générative. Vous partirez avec une expérience pratique combinant les relations entre les données et les LLM pour apporter du contexte spécifique à votre domaine et améliorer votre raisonnement.
Amenez votre ordinateur portable et nous vous guiderons sur la mise en place de votre propre pile d’IA générative, en vous fournissant des exemples pratiques et codés pour démarrer en quelques minutes.
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
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?
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.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
AI Pilot Review: The World’s First Virtual Assistant Marketing SuiteGoogle
AI Pilot Review: The World’s First Virtual Assistant Marketing Suite
👉👉 Click Here To Get More Info 👇👇
https://sumonreview.com/ai-pilot-review/
AI Pilot Review: Key Features
✅Deploy AI expert bots in Any Niche With Just A Click
✅With one keyword, generate complete funnels, websites, landing pages, and more.
✅More than 85 AI features are included in the AI pilot.
✅No setup or configuration; use your voice (like Siri) to do whatever you want.
✅You Can Use AI Pilot To Create your version of AI Pilot And Charge People For It…
✅ZERO Manual Work With AI Pilot. Never write, Design, Or Code Again.
✅ZERO Limits On Features Or Usages
✅Use Our AI-powered Traffic To Get Hundreds Of Customers
✅No Complicated Setup: Get Up And Running In 2 Minutes
✅99.99% Up-Time Guaranteed
✅30 Days Money-Back Guarantee
✅ZERO Upfront Cost
See My Other Reviews Article:
(1) TubeTrivia AI Review: https://sumonreview.com/tubetrivia-ai-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
Graspan: A Big Data System for Big Code AnalysisAftab Hussain
We built a disk-based parallel graph system, Graspan, that uses a novel edge-pair centric computation model to compute dynamic transitive closures on very large program graphs.
We implement context-sensitive pointer/alias and dataflow analyses on Graspan. An evaluation of these analyses on large codebases such as Linux shows that their Graspan implementations scale to millions of lines of code and are much simpler than their original implementations.
These analyses were used to augment the existing checkers; these augmented checkers found 132 new NULL pointer bugs and 1308 unnecessary NULL tests in Linux 4.4.0-rc5, PostgreSQL 8.3.9, and Apache httpd 2.2.18.
- Accepted in ASPLOS ‘17, Xi’an, China.
- Featured in the tutorial, Systemized Program Analyses: A Big Data Perspective on Static Analysis Scalability, ASPLOS ‘17.
- Invited for presentation at SoCal PLS ‘16.
- Invited for poster presentation at PLDI SRC ‘16.