This document discusses database buffering policies and write-ahead logging. It describes the no-force and no-steal policies, noting advantages like faster commits but also disadvantages like buffers filling with updated pages. The no-steal policy does not write modified blocks until transaction commit, while the steal policy may write blocks even if the transaction has not committed. It also explains that write-ahead logging is needed with steal policies to ensure consistency if a crash occurs, by requiring all log records be written to stable storage before committing a transaction or writing data blocks.
Gives an overview about Process, PCB, Process States, Process Operations, Scheduling, Schedulers, Interprocess communication, shared memory and message passing systems
DDBMS, characteristics, Centralized vs. Distributed Database, Homogeneous DDBMS, Heterogeneous DDBMS, Advantages, Disadvantages, What is parallel database, Data fragmentation, Replication, Distribution Transaction
Gives an overview about Process, PCB, Process States, Process Operations, Scheduling, Schedulers, Interprocess communication, shared memory and message passing systems
DDBMS, characteristics, Centralized vs. Distributed Database, Homogeneous DDBMS, Heterogeneous DDBMS, Advantages, Disadvantages, What is parallel database, Data fragmentation, Replication, Distribution Transaction
This Presentation is for Memory Management in Operating System (OS). This Presentation describes the basic need for the Memory Management in our OS and its various Techniques like Swapping, Fragmentation, Paging and Segmentation.
Multiversion Concurrency Control TechniquesRaj vardhan
Multiversion Concurrency Control Techniques
Q. What is multiversion concurrency control technique? Explain how multiversion concurrency control can be achieved by using Time Stamp Ordering.
Client-Centric Consistency
Provide guarantees about ordering of operations only for a single client, i.e.
Effects of an operations depend on the client performing it
Effects also depend on the history of client’s operations
Applied only when requested by the client
No guarantees concerning concurrent accesses by different clients
Assumption:
Clients can access different replicas, e.g. mobile users
“The .NET Framework class library is a library of classes, interfaces, and value types that provide access to system functionality. It is the foundation on which .NET Framework applications, components, and controls are built.”
Transaction is a unit of program execution that accesses and possibly updates various data items.
Usually, a transaction is initiated by a user program written in a high-level data-manipulation language or programming language (for example, SQL,COBOL, C, C++, or Java), where it is delimited by statements (or function calls) of the form begin transaction and end transaction.
This presentation discusses the following topics:
Introduction to Query Processing
Need for Query processing
Architecture of Query Processing
Query Processing Steps
Phases in a typical query processing
Represented in relational structures
Translating SQL Queries into Relational Algebra
Query Optimization
Importance of Query Optimization
Actions of Query Optimization
Real Time Systems,Issues of real time system,Notations, state oriented Petrinets,Milestones, Walkthroughs, Inspections, Test plans,Functional test,Performance test,Stress test,Structural test
This Presentation is for Memory Management in Operating System (OS). This Presentation describes the basic need for the Memory Management in our OS and its various Techniques like Swapping, Fragmentation, Paging and Segmentation.
Multiversion Concurrency Control TechniquesRaj vardhan
Multiversion Concurrency Control Techniques
Q. What is multiversion concurrency control technique? Explain how multiversion concurrency control can be achieved by using Time Stamp Ordering.
Client-Centric Consistency
Provide guarantees about ordering of operations only for a single client, i.e.
Effects of an operations depend on the client performing it
Effects also depend on the history of client’s operations
Applied only when requested by the client
No guarantees concerning concurrent accesses by different clients
Assumption:
Clients can access different replicas, e.g. mobile users
“The .NET Framework class library is a library of classes, interfaces, and value types that provide access to system functionality. It is the foundation on which .NET Framework applications, components, and controls are built.”
Transaction is a unit of program execution that accesses and possibly updates various data items.
Usually, a transaction is initiated by a user program written in a high-level data-manipulation language or programming language (for example, SQL,COBOL, C, C++, or Java), where it is delimited by statements (or function calls) of the form begin transaction and end transaction.
This presentation discusses the following topics:
Introduction to Query Processing
Need for Query processing
Architecture of Query Processing
Query Processing Steps
Phases in a typical query processing
Represented in relational structures
Translating SQL Queries into Relational Algebra
Query Optimization
Importance of Query Optimization
Actions of Query Optimization
Real Time Systems,Issues of real time system,Notations, state oriented Petrinets,Milestones, Walkthroughs, Inspections, Test plans,Functional test,Performance test,Stress test,Structural test
Geek Sync | How to Detect, Analyze, and Minimize SQL Server Blocking and LockingIDERA Software
You can watch the replay for this Geek Sync webcast in the IDERA Resource Center: http://ow.ly/sbap50AJw6b
Learn the good, the bad, and the ugly of blocking. Join IDERA and Hilary Cotter for this Geek Sync to understand how to monitor locking and blocking.
The goals of this session are:
-To discover what is the difference between locking, blocking and deadlocking
-To understand how to minimize blocking during OLTP operations, batch processing, bulk inserts, and large scale deletes
-To study how to use the appropriate isolation levels to reduce/increase blocking and partitioning and blocking
Attend this webinar to detect, analyze, and minimize SQL Server blocking and locking. The session will also discuss what Snapshot and Read Committed Snapshot Isolation levels are all about and when you should use them. Finally, we will go over In-Memory Tables and learn how to monitor and troubleshoot blocking processes.
Speaker: Hilary Cotter is a 20 year IT veteran who has answered over 20,000 questions on the forums. Some of them correctly. He specializes in HA technologies, especially replication, performance tuning, full-text search, and SQL Server Service Broker. Hilary is also an author, or contributor on a number of books on SQL Server.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
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
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.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
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
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!
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
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.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
3. Database Buffering contd..
• Advantages of no-force policy:
Faster commit of transaction.
Reduce the number of output operations
to disk.
4. Database Buffering contd..
• No-Steal policy:
– Blocks modified by a transaction that is still active
should not be written to disk.
• Steal-policy:
Modified blocks written to disk even if
transaction has not committed.
5. Database Buffering contd..
• Disadvantage of no-steal policy:
Buffer may be full of updated pages which
cannot be written to disk.
6. Database Buffering contd..
Steal policy needs to implement write-ahead logging(WAL)
rule.
• Ti enters commit state after <Ti commit> log record has
been o/p to stable storage
• Before <Ti commit> log record can be o/p to stable storage,
all log records pertaining to transaction Ti must have been
o/p to stable storage
• Before a block of data in main memory can be o/p to
database, all log records pertaining to data in that block
must have been o/p to stable storage
7. Database Buffering contd..
Example showing the need for WAL rule:
Let To be a transaction that transfers Rs.50
from account A to B
To :
read(A);
A:=A-50;
Write(A);
read(B);
B:=B+50;
write(B);
9. Database Buffering contd..
• Suppose state of the log is:
<T0 start>
<T0, A, 1000,950>
To issues a read(B).
B is not in memory and memory is full.
A is output to disk and system crash.
A-950,B-2000 -->inconsistent.
But using WAL rule it will not be inconsistent.
10. Database Buffering contd..
• No write to the block when the block is being output to
disk.
Lock the block when a write operation is in process. Then
released when done.
• When a block is output,no write operation is
performed.
These are ensured by special means of locking.
– Lock the block.
– log records to stable storage.
– Output block to disk.
– Release the lock.
11. Database Buffering contd..
• Latches:
Locks that are held for short duration.
• Locks are also needed when checkpoint is
in progress.