advanced computer architesture-conditions of parallelismPankaj Kumar Jain
This PPT contains Data and Resource Dependencies,Control Dependence,Resource Dependence,Bernstein’s Conditions ,Hardware And Software Parallelism,Types of Software Parallelism
advanced computer architesture-conditions of parallelismPankaj Kumar Jain
This PPT contains Data and Resource Dependencies,Control Dependence,Resource Dependence,Bernstein’s Conditions ,Hardware And Software Parallelism,Types of Software Parallelism
OSMC 2016 - Friends and foes by Heinrich HartmannNETWAYS
Heinrich Hartmann ist Chief Data Scientist bei der Circonus Monitoring and Analytics Plattform. Als solcher treibt er die Entwicklung von Analyse Methoden an, die Monitoring Daten zu verwertbare Informationen umwandeln. Früher verfolgte er eine Karriere als Mathematiker. Dann wechselte er zur Computer Wissenschaft, und arbeitete als Berater für eine Vielzahl Firmen und Forschungseinrichtungen.
Processing Large Datasets for the National Broadband Map with FMESafe Software
Attendees will gain insight into recent projects successfully delivered by Reed Whittington's GIS INTerop Solutions using FME 2011. Workflow patterns will be presented that have proven useful in processing very large datasets with FME for the NBM and FME Server integrations.
Processing Large Datasets for the National Broadband Map with FMESafe Software
Attendees will gain insight into recent projects successfully delivered by Reed Whittington's GIS INTerop Solutions using FME 2011. Workflow patterns will be presented that have proven useful in processing very large datasets with FME for the NBM and FME Server integrations.
LINQ to HPC: Developing Big Data Applications on Windows HPC ServerSaptak Sen
Big data is a rapidly growing customer need. The HPC team is enabling commodity clusters running Windows HPC Server to address the “unstructured” part of the big data workload using the Dryad distributed runtime. We show demos of Dryad and Windows HPC Server,discuss how Dryad and Microsoft SQL Server can be combined in end-to-end solutions that handle both structured and unstructured data,and discuss how to administer Windows HPC Server clusters running Dryad applications.
program partitioning and scheduling IN Advanced Computer ArchitecturePankaj Kumar Jain
Advanced Computer Architecture,Program Partitioning and Scheduling,Program Partitioning & Scheduling,Latency,Levels of Parallelism,Loop-level Parallelism,Subprogram-level Parallelism,Job or Program-Level Parallelism,Communication Latency,Grain Packing and Scheduling,Program Graphs and Packing
Author Joan McWilliams wrote this wonderful book about a young man's search for world peace. I was honored to create the illustrations for her - this is an award winning book and should be in every school!
Il presente lavoro cerca di inquadrare il mercato del Private Equity in Italia, le sue dinamiche e soprattutto i trend che lo hanno caratterizzato negli ultimi anni. Attraverso quest’analisi, compiuta principalmente servendosi di dati di bilancio delle partecipate dei vari fondi, si vuole valutare quello che è stato l’impatto della crisi economica mondiale nel mercato del Private Equity. I risultati ottenuti mostrano sia la presenza in molti fondi di un numero elevato di partecipazioni in condizioni critiche, sia un forte incremento del capitale raccolto dai fondi nel 2010. Ciò lascerebbe presagire una leggera ripresa del mercato, a cui non è però corrisposto un aumento dell’attività di investimento.
This work rely the Italian Private Equity Market, its dynamics and mostly its recent trends. The analysis, mainly made using the subsidiaries’ financial statement data, wants to evaluate the recent World economic crisis’ impact on the Private Equity market. The obtained results show both the presence in most of the funds of an high rate of subsidiaries in critical conditions and, a strong increase of the raised capital during the 2010. That would foresee a slight market recovery, which is not followed by an investment activity’s increase.
OSMC 2016 - Friends and foes by Heinrich HartmannNETWAYS
Heinrich Hartmann ist Chief Data Scientist bei der Circonus Monitoring and Analytics Plattform. Als solcher treibt er die Entwicklung von Analyse Methoden an, die Monitoring Daten zu verwertbare Informationen umwandeln. Früher verfolgte er eine Karriere als Mathematiker. Dann wechselte er zur Computer Wissenschaft, und arbeitete als Berater für eine Vielzahl Firmen und Forschungseinrichtungen.
Processing Large Datasets for the National Broadband Map with FMESafe Software
Attendees will gain insight into recent projects successfully delivered by Reed Whittington's GIS INTerop Solutions using FME 2011. Workflow patterns will be presented that have proven useful in processing very large datasets with FME for the NBM and FME Server integrations.
Processing Large Datasets for the National Broadband Map with FMESafe Software
Attendees will gain insight into recent projects successfully delivered by Reed Whittington's GIS INTerop Solutions using FME 2011. Workflow patterns will be presented that have proven useful in processing very large datasets with FME for the NBM and FME Server integrations.
LINQ to HPC: Developing Big Data Applications on Windows HPC ServerSaptak Sen
Big data is a rapidly growing customer need. The HPC team is enabling commodity clusters running Windows HPC Server to address the “unstructured” part of the big data workload using the Dryad distributed runtime. We show demos of Dryad and Windows HPC Server,discuss how Dryad and Microsoft SQL Server can be combined in end-to-end solutions that handle both structured and unstructured data,and discuss how to administer Windows HPC Server clusters running Dryad applications.
program partitioning and scheduling IN Advanced Computer ArchitecturePankaj Kumar Jain
Advanced Computer Architecture,Program Partitioning and Scheduling,Program Partitioning & Scheduling,Latency,Levels of Parallelism,Loop-level Parallelism,Subprogram-level Parallelism,Job or Program-Level Parallelism,Communication Latency,Grain Packing and Scheduling,Program Graphs and Packing
Author Joan McWilliams wrote this wonderful book about a young man's search for world peace. I was honored to create the illustrations for her - this is an award winning book and should be in every school!
Il presente lavoro cerca di inquadrare il mercato del Private Equity in Italia, le sue dinamiche e soprattutto i trend che lo hanno caratterizzato negli ultimi anni. Attraverso quest’analisi, compiuta principalmente servendosi di dati di bilancio delle partecipate dei vari fondi, si vuole valutare quello che è stato l’impatto della crisi economica mondiale nel mercato del Private Equity. I risultati ottenuti mostrano sia la presenza in molti fondi di un numero elevato di partecipazioni in condizioni critiche, sia un forte incremento del capitale raccolto dai fondi nel 2010. Ciò lascerebbe presagire una leggera ripresa del mercato, a cui non è però corrisposto un aumento dell’attività di investimento.
This work rely the Italian Private Equity Market, its dynamics and mostly its recent trends. The analysis, mainly made using the subsidiaries’ financial statement data, wants to evaluate the recent World economic crisis’ impact on the Private Equity market. The obtained results show both the presence in most of the funds of an high rate of subsidiaries in critical conditions and, a strong increase of the raised capital during the 2010. That would foresee a slight market recovery, which is not followed by an investment activity’s increase.
Una presentazione che aiuta a comprendere l'evoluzione del D.lgs. 231/01, che vedrà estendere il proprio ambito di applicazione grazie all'introduzione del reato ambientale come richiesto dalla legge comunitaria del 2009.
La presentazione del Webinar sulla PEC (Posta Elettronica Certificata) della piattafroma Register.it tenuto da Stefano Trojani. Cos'è la PEC, quali sono i suoi vantaggi, le classi di prodotto e i servizi offerti
At improve digital we collect and store large volumes of machine generated and behavioural data from our fleet of ad servers. For some time we have performed mostly batch processing through a data warehouse that combines traditional RDBMs (MySQL), columnar stores (Infobright, impala+parquet) and Hadoop.
We wish to share our experiences in enhancing this capability with systems and techniques that process the data as streams in near-realtime. In particular we will cover:
• The architectural need for an approach to data collection and distribution as a first-class capability
• The different needs of the ingest pipeline required by streamed realtime data, the challenges faced in building these pipelines and how they forced us to start thinking about the concept of production-ready data.
• The tools we used, in particular Apache Kafka as the message broker, Apache Samza for stream processing and Apache Avro to allow schema evolution; an essential element to handle data whose formats will change over time.
• The unexpected capabilities enabled by this approach, including the value in using realtime alerting as a strong adjunct to data validation and testing.
• What this has meant for our approach to analytics and how we are moving to online learning and realtime simulation.
This is still a work in progress at Improve Digital with differing levels of production-deployed capability across the topics above. We feel our experiences can help inform others embarking on a similar journey and hopefully allow them to learn from our initiative in this space.
Inter Task Communication On Volatile Nodesnagarajan_ka
Idle desktop computers are already used for high performance computing. But there is a lack of wider use for parallel computing due to the limitations of the programming models available. We have built a new communication library that facilitates execution of parallel scientific applications on virtual clusters composed of volatile ordinary PC nodes.
Matlab Based High Level Synthesis Engine for Area And Power Efficient Arithme...ijceronline
Embedded systems used in real-time applications require low power, less area and a high computation speed. For digital signal processing (DSP), image processing and communication applications, data are often received at a continuously high rate. Embedded processors have to cope with this high data rate and process the incoming data based on specific application requirements. Even though there are many different application domains, they all require arithmetic operations that quickly compute the desired values using a larger range of operation, reconfigurable behavior, low power and high precision. The type of necessary arithmetic operations may vary greatly among different applications. The RTL-based design and verification of one or more of these functions may be time-consuming. Some High Level Synthesis tools reduce this design and verification time but may not be optimal or suitable for low power applications. The developed MATLAB-based Arithmetic Engine improves design time and reduces the verification process, but the key point is to use a unified design that combines some of the basic operations with more complex operations to reduce area and power consumption. The results indicate that using the Arithmetic Engine from a simple design to more complex systems can improve design time by reducing the verification time by up to 62%. The MATLAB-based Arithmetic Engine generates structural RTL code, a testbench, and gives the designers more control. The MATLAB-based design and verification engine uses optimized algorithms for better accuracy at a better throughput.
Transcend Automation is the authorized business partners for Kepware Technologies in India. We Market, Promote, Integrate their products for customers in India
For the past several decades the rising tide of technology -- especially the increasing speed of single processors -- has allowed the same data analysis code to run faster and on bigger data sets. That happy era is ending. The size of data sets is increasing much more rapidly than the speed of single cores, of I/O, and of RAM. To deal with this, we need software that can use multiple cores, multiple hard drives, and multiple computers.
That is, we need scalable data analysis software. It needs to scale from small data sets to huge ones, from using one core and one hard drive on one computer to using many cores and many hard drives on many computers, and from using local hardware to using remote clouds.
R is the ideal platform for scalable data analysis software. It is easy to add new functionality in the R environment, and easy to integrate it into existing functionality. R is also powerful, flexible and forgiving.
I will discuss the approach to scalability we have taken at Revolution Analytics with our package RevoScaleR. A key part of this approach is to efficiently operate on "chunks" of data -- sets of rows of data for selected columns. I will discuss this approach from the point of view of:
- Storing data on disk
- Importing data from other sources
- Reading and writing of chunks of data
- Handling data in memory
- Using multiple cores on single computers
- Using multiple computers
- Automatically parallelizing "external memory" algorithms
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.