1. The document describes how Oracle allocates CU blocks and CR blocks in the buffer cache when updating column values from A to I through consecutive commits.
2. It shows the expected outcome of 6 CR blocks being allocated for the 6 updates before a new CU block is needed.
3. Using a tool to view the internal Oracle buffer cache, it demonstrates this expected behavior, showing the CR blocks and CU blocks allocated for updates from A to I.
1. The document describes how Oracle allocates CU blocks and CR blocks in the buffer cache when updating column values from A to I through consecutive commits.
2. It shows the expected outcome of 6 CR blocks being allocated for the 6 updates before a new CU block is needed.
3. An analysis using ODI Analyzer on an Oracle database shows this expected behavior occurring, with CR blocks 1-6 being allocated and reused for each update before a new CU block is created on the 7th update.
The document describes the Oracle undo segment and how it tracks changes to data in transactions.
1) It shows the initial state when a value of "A" is entered into a table column.
2) It then shows an update transaction that changes the value from "A" to "B", with the undo segment recording the before image of "A".
3) A second update transaction is shown, changing the value from "B" to "C", with the undo segment recording the before images of "B" and "A".
This document discusses transaction slot before-image chaining in Oracle databases. It begins with questions about cleanout, undo storage, and commit SCNs. It then describes the architecture of before-image chaining, where commit SCNs and other metadata are stored in undo blocks and transaction control blocks to link a transaction's multiple before-images together. Diagrams show how before-images are chained across multiple undo blocks using these references.
[ODI] chapter2 what is "undo record chaining"?EXEM
- Undo record chaining allows Oracle to rollback multiple transactions by linking undo records together in a chain.
- When an update is made, an undo record is generated and added to the undo block. A new record contains the before image of the update.
- Undo records for a transaction are chained together by transaction ID and sequence number. This allows Oracle to efficiently rollback a whole transaction by traversing the undo record chain.
[ODI] chapter3 What is Max CR DBA(Max length)? EXEM
The document discusses how Oracle's buffer cache allocates consistent read (CR) blocks and current (CU) blocks when updating a single column value in a table multiple times with commits. It finds that with the parameter _db_block_max_cr_dba set to 6, Oracle allocates a new CU block for each update while reusing the first 6 CR blocks, allocating a new one for the 7th update. Screenshots from an internal tool show the state of blocks in the buffer cache after each update.
[ODI] chapter1 When Update statement is executed, How does oracle undo work?EXEM
When an update statement is executed in Oracle, the undo mechanism works as follows:
1. Oracle generates a new change undo (CU) block in the buffer cache to track the before image of the updated row.
2. The original data block is copied to the new CU block, and the original block is marked as a change redo (CR) block.
3. Oracle allocates memory and assigns a transaction ID (XID) to the transaction in the V$TRANSACTION view, tracking the undo information for the update.
1. The document describes how Oracle allocates CU blocks and CR blocks in the buffer cache when updating column values from A to I through consecutive commits.
2. It shows the expected outcome of 6 CR blocks being allocated for the 6 updates before a new CU block is needed.
3. An analysis using ODI Analyzer on an Oracle database shows this expected behavior occurring, with CR blocks 1-6 being allocated and reused for each update before a new CU block is created on the 7th update.
The document describes the Oracle undo segment and how it tracks changes to data in transactions.
1) It shows the initial state when a value of "A" is entered into a table column.
2) It then shows an update transaction that changes the value from "A" to "B", with the undo segment recording the before image of "A".
3) A second update transaction is shown, changing the value from "B" to "C", with the undo segment recording the before images of "B" and "A".
This document discusses transaction slot before-image chaining in Oracle databases. It begins with questions about cleanout, undo storage, and commit SCNs. It then describes the architecture of before-image chaining, where commit SCNs and other metadata are stored in undo blocks and transaction control blocks to link a transaction's multiple before-images together. Diagrams show how before-images are chained across multiple undo blocks using these references.
[ODI] chapter2 what is "undo record chaining"?EXEM
- Undo record chaining allows Oracle to rollback multiple transactions by linking undo records together in a chain.
- When an update is made, an undo record is generated and added to the undo block. A new record contains the before image of the update.
- Undo records for a transaction are chained together by transaction ID and sequence number. This allows Oracle to efficiently rollback a whole transaction by traversing the undo record chain.
[ODI] chapter3 What is Max CR DBA(Max length)? EXEM
The document discusses how Oracle's buffer cache allocates consistent read (CR) blocks and current (CU) blocks when updating a single column value in a table multiple times with commits. It finds that with the parameter _db_block_max_cr_dba set to 6, Oracle allocates a new CU block for each update while reusing the first 6 CR blocks, allocating a new one for the 7th update. Screenshots from an internal tool show the state of blocks in the buffer cache after each update.
[ODI] chapter1 When Update statement is executed, How does oracle undo work?EXEM
When an update statement is executed in Oracle, the undo mechanism works as follows:
1. Oracle generates a new change undo (CU) block in the buffer cache to track the before image of the updated row.
2. The original data block is copied to the new CU block, and the original block is marked as a change redo (CR) block.
3. Oracle allocates memory and assigns a transaction ID (XID) to the transaction in the V$TRANSACTION view, tracking the undo information for the update.
Compiling Imperative and Object-Oriented Languages - Garbage CollectionGuido Wachsmuth
The document discusses garbage collection techniques. It describes mark and sweep garbage collection, which involves two steps: 1) marking all reachable records from program roots like variables; and 2) sweeping through and deleting any unmarked records. Reference counting is also covered, where records with a reference count of 0 are deleted. Copy collection and generational garbage collection are briefly mentioned.
The document contains information about various digital circuits that can be used for a VHDL practical exam, including code and simulations for:
1. A 4-bit by 4-bit multiplier circuit with VHDL code and a simulation forcing inputs and displaying outputs.
2. An 8-bit by 8-bit multiplier circuit with similar VHDL code and simulation.
3. A 128-bit by 8-bit RAM circuit with 1024 bits of memory, VHDL code, and a simulation storing values and reading them back out.
Debuggers are one of the most important tools in the programmer’s toolkit, but also one of the most overlooked pieces of technology. They have to work in some of the harshest conditions, supporting a huge set of programming languages and aggressive transformations by compilers. What makes them work? And when don’t they work?
In this talk, we will take you on a journey to some of the darkest and most confusing pits of systems programming involving debug formats, compilers and process control. we will describe situations where debuggers have failed you, and why. wef you’re not hacking on debuggers and are not a masochist, you will walk away with an increased appreciation of life.
This document contains assembly code for initializing an LCD display and related hardware on a microcontroller. It defines constants for LCD cursor positioning and characters for displaying volume levels and note lengths. It includes functions for resetting the LCD cursor, moving the cursor left and right, and setting the cursor position. It handles a complication where position 64 wraps to 84, to ensure proper cursor positioning.
The document discusses the Assembly programming language. It covers Assembly registers and instructions, the ELF file format, using objdump and readelf to disassemble and inspect Assembly programs, and examples of building Assembly programs and using inline Assembly in C code. Key topics include common Assembly registers like EAX, EBP, ESP; basic instructions like mov, add, jumps; the ELF header and section structure; and using tools like objdump to disassemble Assembly code.
The document discusses a PHP implementation of a Game Boy emulator that runs in the terminal. It explains how the emulator works, including how it simulates the Game Boy's CPU, memory, display, sound, buttons and communication port in PHP code. It provides code examples for emulating the CPU instructions and reading button input from the keyboard.
The document contains log entries from three separate installations of Babylon software on January 1st, 2nd, and 5th. Each installation attempted to install version 9.1.0.2 of the software but encountered errors. The January 1st installation failed on the second file with error code 1223. The January 2nd and 5th installations both successfully installed the first file but then exited with error code 200 during the installation process.
Dbms plan - A swiss army knife for performance engineersRiyaj Shamsudeen
This document discusses dbms_xplan, a tool for performance engineers to analyze execution plans. It provides options for displaying plans from the plan table, shared SQL area in memory, and AWR history. Dbms_xplan provides more detailed information than traditional tools like tkprof, including predicates, notes, bind values, and plan history. It requires privileges to access dictionary views for displaying plans from memory and AWR. The document also demonstrates usage examples and output formats for dbms_xplan.analyze.
The document discusses cracking pay TV systems by analyzing the Digicipher 2 conditional access system used in satellite and cable networks. It provides details on the MPEG transport stream, encryption methods, and service information tables used by Digicipher 2 to control access. Methods discussed include capturing signals with USB tuners, decoding service information tables in the transport stream, analyzing encryption keys and algorithms by disassembling firmware from the access control processor.
This technical report discusses configuration of the Performance Schema in MySQL 5.6. It describes configuration tables for setting monitoring targets, consumers, instruments, and objects. It shows commands for checking default settings and updating configurations. Benchmarks with different Performance Schema settings show throughput decreased when instruments were enabled but wait events only configuration had less impact than fully enabling instruments.
This document summarizes the results of comparing standard Vacuum and Vacuum Full operations in PostgreSQL. Standard Vacuum deletes just deleted tuple identifiers, while Vacuum Full rewrites the entire table. The summary describes how inserting, deleting, and vacuuming data affects the table size and contents as seen in the data files.
The document outlines the agenda for the 8th demand seminar held by EXEM, including presentations on PostgreSQL Vacuum and MySQL locks. The PostgreSQL presentation covers the details of Vacuum including its behavior during updates, deletes, and different Vacuum commands. The MySQL presentation covers different types of locks in MySQL including global read locks, table locks, and string locks.
This document summarizes a presentation comparing PostgreSQL and MySQL databases. It outlines the strengths and weaknesses of each, including PostgreSQL's strong advanced features and flexible licensing but lack of integrated replication, and MySQL's replication capabilities but immature security and programming models. It also discusses common application types for each database and provides an overview of the EnterpriseDB company.
The document provides an overview of PostgreSQL performance tuning. It discusses caching, query processing internals, and optimization of storage and memory usage. Specific topics covered include the PostgreSQL configuration parameters for tuning shared buffers, work memory, and free space map settings.
The document summarizes some of the key differences between MySQL and PostgreSQL databases. It notes that PostgreSQL has more advanced features than MySQL, such as multiple table types, clustering, genetic query optimization, and procedural languages. However, it also points out that MySQL has better performance in some benchmarks. The document then discusses the licensing, noting that PostgreSQL has a liberal open source license while MySQL has more restrictive licensing. It concludes by discussing the debate around "clever" databases with stored procedures versus keeping application logic out of the database.
Compiling Imperative and Object-Oriented Languages - Garbage CollectionGuido Wachsmuth
The document discusses garbage collection techniques. It describes mark and sweep garbage collection, which involves two steps: 1) marking all reachable records from program roots like variables; and 2) sweeping through and deleting any unmarked records. Reference counting is also covered, where records with a reference count of 0 are deleted. Copy collection and generational garbage collection are briefly mentioned.
The document contains information about various digital circuits that can be used for a VHDL practical exam, including code and simulations for:
1. A 4-bit by 4-bit multiplier circuit with VHDL code and a simulation forcing inputs and displaying outputs.
2. An 8-bit by 8-bit multiplier circuit with similar VHDL code and simulation.
3. A 128-bit by 8-bit RAM circuit with 1024 bits of memory, VHDL code, and a simulation storing values and reading them back out.
Debuggers are one of the most important tools in the programmer’s toolkit, but also one of the most overlooked pieces of technology. They have to work in some of the harshest conditions, supporting a huge set of programming languages and aggressive transformations by compilers. What makes them work? And when don’t they work?
In this talk, we will take you on a journey to some of the darkest and most confusing pits of systems programming involving debug formats, compilers and process control. we will describe situations where debuggers have failed you, and why. wef you’re not hacking on debuggers and are not a masochist, you will walk away with an increased appreciation of life.
This document contains assembly code for initializing an LCD display and related hardware on a microcontroller. It defines constants for LCD cursor positioning and characters for displaying volume levels and note lengths. It includes functions for resetting the LCD cursor, moving the cursor left and right, and setting the cursor position. It handles a complication where position 64 wraps to 84, to ensure proper cursor positioning.
The document discusses the Assembly programming language. It covers Assembly registers and instructions, the ELF file format, using objdump and readelf to disassemble and inspect Assembly programs, and examples of building Assembly programs and using inline Assembly in C code. Key topics include common Assembly registers like EAX, EBP, ESP; basic instructions like mov, add, jumps; the ELF header and section structure; and using tools like objdump to disassemble Assembly code.
The document discusses a PHP implementation of a Game Boy emulator that runs in the terminal. It explains how the emulator works, including how it simulates the Game Boy's CPU, memory, display, sound, buttons and communication port in PHP code. It provides code examples for emulating the CPU instructions and reading button input from the keyboard.
The document contains log entries from three separate installations of Babylon software on January 1st, 2nd, and 5th. Each installation attempted to install version 9.1.0.2 of the software but encountered errors. The January 1st installation failed on the second file with error code 1223. The January 2nd and 5th installations both successfully installed the first file but then exited with error code 200 during the installation process.
Dbms plan - A swiss army knife for performance engineersRiyaj Shamsudeen
This document discusses dbms_xplan, a tool for performance engineers to analyze execution plans. It provides options for displaying plans from the plan table, shared SQL area in memory, and AWR history. Dbms_xplan provides more detailed information than traditional tools like tkprof, including predicates, notes, bind values, and plan history. It requires privileges to access dictionary views for displaying plans from memory and AWR. The document also demonstrates usage examples and output formats for dbms_xplan.analyze.
The document discusses cracking pay TV systems by analyzing the Digicipher 2 conditional access system used in satellite and cable networks. It provides details on the MPEG transport stream, encryption methods, and service information tables used by Digicipher 2 to control access. Methods discussed include capturing signals with USB tuners, decoding service information tables in the transport stream, analyzing encryption keys and algorithms by disassembling firmware from the access control processor.
This technical report discusses configuration of the Performance Schema in MySQL 5.6. It describes configuration tables for setting monitoring targets, consumers, instruments, and objects. It shows commands for checking default settings and updating configurations. Benchmarks with different Performance Schema settings show throughput decreased when instruments were enabled but wait events only configuration had less impact than fully enabling instruments.
This document summarizes the results of comparing standard Vacuum and Vacuum Full operations in PostgreSQL. Standard Vacuum deletes just deleted tuple identifiers, while Vacuum Full rewrites the entire table. The summary describes how inserting, deleting, and vacuuming data affects the table size and contents as seen in the data files.
The document outlines the agenda for the 8th demand seminar held by EXEM, including presentations on PostgreSQL Vacuum and MySQL locks. The PostgreSQL presentation covers the details of Vacuum including its behavior during updates, deletes, and different Vacuum commands. The MySQL presentation covers different types of locks in MySQL including global read locks, table locks, and string locks.
This document summarizes a presentation comparing PostgreSQL and MySQL databases. It outlines the strengths and weaknesses of each, including PostgreSQL's strong advanced features and flexible licensing but lack of integrated replication, and MySQL's replication capabilities but immature security and programming models. It also discusses common application types for each database and provides an overview of the EnterpriseDB company.
The document provides an overview of PostgreSQL performance tuning. It discusses caching, query processing internals, and optimization of storage and memory usage. Specific topics covered include the PostgreSQL configuration parameters for tuning shared buffers, work memory, and free space map settings.
The document summarizes some of the key differences between MySQL and PostgreSQL databases. It notes that PostgreSQL has more advanced features than MySQL, such as multiple table types, clustering, genetic query optimization, and procedural languages. However, it also points out that MySQL has better performance in some benchmarks. The document then discusses the licensing, noting that PostgreSQL has a liberal open source license while MySQL has more restrictive licensing. It concludes by discussing the debate around "clever" databases with stored procedures versus keeping application logic out of the database.
This presentation is for those who are familiar with databases and SQL, but want to learn how to move processing from their applications into the database to improve consistency, administration, and performance. Topics covered include advanced SQL features like referential integrity constraints, ANSI joins, views, rules, and triggers. The presentation also explains how to create server-side functions, operators, and custom data types in PostgreSQL.
This document discusses using Python to connect to and interact with a PostgreSQL database. It covers:
- Popular Python database drivers for PostgreSQL, including Psycopg which is the most full-featured.
- The basics of connecting to a database, executing queries, and fetching results using the DB-API standard. This includes passing parameters, handling different data types, and error handling.
- Additional Psycopg features like server-side cursors, transaction handling, and custom connection factories to access columns by name rather than number.
In summary, it provides an overview of using Python with PostgreSQL for both basic and advanced database operations from the Python side.
This presentation covers all aspects of PostgreSQL administration, including installation, security, file structure, configuration, reporting, backup, daily maintenance, monitoring activity, disk space computations, and disaster recovery. It shows how to control host connectivity, configure the server, find the query being run by each session, and find the disk space used by each database.
The document discusses Oracle database logging and redo operations. It describes how Oracle uses physiological logging to generate redo records from change vectors. Change vectors transition database blocks between versions. Redo records group change vectors and transition the overall database state. The document provides an example redo record for an INSERT statement, showing the change vectors for both the table and undo segments involved in the transaction.
The log captures SNMP permission errors when a user attempts to access the system before being added. The user "netapp" is then added, resolving the issue. Network interfaces and storage disks are listed.
WinDbg is a low-level debugger for Windows that provides features like usermode debugging, kernel debugging, post-mortem debugging, and support for debugging extensions. It can be used to debug crashes, analyze memory leaks, find deadlocks, and investigate other issues when the higher-level Visual Studio debugger is not sufficient. The document provides examples of using WinDbg commands and extensions like SOS to debug memory leaks, analyze crashes based on offset or dump files, and investigate .NET deadlocks.
Kernel Recipes 2013 - Deciphering OopsiesAnne Nicolas
The Linux kernel is a very complex beast living in millions of households and data centers around the world. Normally, you’re not supposed to notice its presence but when it gets cranky because of something not suiting it, it spits crazy messages called colloquially
oopses and panics.
In this talk, we’re going to try to understand how to read those messages in order to be able to address its complaints so that it can get back to work for us.
QUIC is a new transport protocol developed by Google to replace TCP+TLS. It aims to reduce latency by eliminating OSI layers and supporting features like 0-RTT handshakes. The document provides a high-level overview of QUIC including its architecture, use of TLS 1.3, streams for multiplexing data, and support for features like connection migration through the use of connection IDs. It also discusses QUIC's current implementation status and adoption. Examples are given of QUIC packets and the handshake process.
The document proposes several extensions to the RISC-V ISA to improve code size efficiency. It analyzes benchmark programs to identify optimization opportunities where common instruction sequences can be fused into single instructions. New instructions proposed include TBLJAL for table-based function calls and jumps, PUSHPOP for saving/restoring multiple registers, and MULIADD for fusing load, multiply and add instructions. Evaluation shows the proposed instructions reduce code size by up to 10% on average across benchmarks when implemented in the compiler.
The document provides an overview of programmable logic devices including PLAs and PALs. It discusses how PLAs and PALs use programmable AND and OR gates to implement sum-of-products logic. It also covers ROMs as an alternative implementation and compares the tradeoffs between PLAs, PALs and ROMs. Examples are provided to illustrate designing logic functions using PLAs and PALs as well as implementing a BCD to 7-segment display decoder.
The document provides diagnostic information from a system error on an application. Key details include:
- The error number is 10100 and the message is "Invalid switch: 2".
- System information includes the version, OS, and invalid command line argument.
- Diagnostic information is provided for various system components including memory allocation, disk drives, file systems, and PCI devices/interrupts.
The document summarizes how to use the pg_filedump tool to recover data from PostgreSQL database files. It provides an example command to dump data from blocks containing integer, boolean, text and timestamp values. The output shows the recovered data includes two items - a text value and Russian text, with metadata on the block offsets, lengths and timestamps. Additional references are provided for more detailed articles on data recovery in Russian.
The document discusses the introduction of ARM 64-bit architecture. It begins with an introduction of the speaker and then covers several topics on ARM64 including:
- ARM64 terminology such as AArch64 for 64-bit mode and AArch32 for 32-bit mode
- The ARM64 execution model including 64-bit general purpose registers and 128-bit floating point registers
- The ARM64 instruction set architecture including new instructions for cache control and floating point support
- Demonstrations of ARM64 assembly code for various C examples compiled to ARM64
- Trying out ARM64 emulation using QEMU to debug ARM64 code with GDB.
The document describes the structure of a TCP segment, including the fields for source port, destination port, sequence number, acknowledgment number, header length, flags, receive window, checksum, urgent data pointer, and application data. It provides an example TCP segment containing the text "hello world!" to demonstrate the various fields.
The document appears to be log output from the boot process of a NetApp storage system. It shows the boot loader starting up the system and loading the kernel. It then lists hardware components and their status, including CPU, memory, network interfaces, disks and disk shelves. The log records events like disk shelf configuration failures and SAS cable issues.
The document contains diagrams and descriptions related to the architecture of the 8086 microprocessor. It includes diagrams of the 8086 buses, registers, functional units, and memory segmentation. It also contains examples of assembly language instructions and their corresponding machine code representations.
The document discusses analyzing crashes using WinDbg. It provides tips on reconstructing crashed call stacks and investigating what thread or lock is causing a hang. The debugging commands discussed include !analyze, !locks, .cxr, kb to find the crashing function and stuck thread.
Chp5 pic microcontroller instruction set copymkazree
The document provides an outline and descriptions of the instruction set for PIC microcontrollers, including common instructions like MOVLW, ADDWF, ANDLW, CALL, RETURN, and SLEEP. It describes the functionality of each instruction, their operands, and how they affect status register bits. Examples are given to illustrate how each instruction works and the resulting register values.
This document contains system information for a Windows 7 computer with an Intel Core i7 processor and ATI Radeon HD 5800 Series graphics card, including operating system details, hardware specifications, display configuration, and driver information.
QUIC is a new transport protocol developed by Google that aims to solve issues with TCP and TLS by multiplexing streams over UDP. It includes features like stream multiplexing, connection migration, 0-RTT connection establishment, and forward error correction. The document provides technical details on QUIC including its version history, wire format specifications, frame types, cryptographic handshake process, and examples of 0-RTT, 1-RTT, and 2-RTT connection establishment.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceIndexBug
Imagine a world where machines not only perform tasks but also learn, adapt, and make decisions. This is the promise of Artificial Intelligence (AI), a technology that's not just enhancing our lives but revolutionizing entire industries.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
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