New Features for Database Administrator of Oracle 12c Database. Here are some of excellent Oracle 12c new features with examples for learning purpose. SQL,Backup and recovery, Database management, Oracle RAC, Oracle ASM included.
This document discusses backup and recovery strategies for Oracle Exadata systems. It outlines the fundamental principles of backups including having multiple copies of data stored on different media with one copy offsite. It then describes the various backup options for Exadata, including using additional Exadata storage cells for the fastest backups, using a ZFS storage appliance for flexibility, or backing up to tape for economical long-term storage with removable offline copies. Key metrics like backup and restore speeds are provided for each option.
Tanel Poder - Performance stories from Exadata MigrationsTanel Poder
Tanel Poder has been involved in a number of Exadata migration projects since its introduction, mostly in the area of performance ensurance, troubleshooting and capacity planning.
These slides, originally presented at UKOUG in 2010, cover some of the most interesting challenges, surprises and lessons learnt from planning and executing large Oracle database migrations to Exadata v2 platform.
This material is not just repeating the marketing material or Oracle's official whitepapers.
Nabil Nawaz Oracle Oracle 12c Data Guard Deep Dive PresentationNabil Nawaz
This document provides an overview of Oracle Dataguard including:
- Dataguard allows configuration of up to 30 physical or logical standby databases for high availability and disaster recovery.
- It provides benefits such as offloading backups and reporting without impacting primary database performance.
- Key concepts include primary and standby databases, redo transport, and different protection modes for data replication.
This document discusses Oracle database performance tuning. It covers identifying common Oracle performance issues such as CPU bottlenecks, memory issues, and inefficient SQL statements. It also outlines the Oracle performance tuning method and tools like the Automatic Database Diagnostic Monitor (ADDM) and performance page in Oracle Enterprise Manager. These tools help administrators monitor performance, identify bottlenecks, implement ADDM recommendations, and tune SQL statements reactively when issues arise.
Tuning SQL for Oracle Exadata: The Good, The Bad, and The Ugly Tuning SQL fo...Enkitec
This document discusses tuning SQL on Oracle Exadata. It makes three main points:
1. Gathering and displaying execution plan data differs slightly on Exadata compared to non-Exadata databases.
2. The general approach to optimization is similar to non-Exadata, focusing on features like smart scans, storage indexes, and parallelism that provide the most benefit.
3. Rewriting SQL queries can have a dramatic impact on performance by enabling offloading and reducing disk I/O, with examples showing savings of over 98% in run time.
Oracle Active Data Guard 12c: Far Sync Instance, Real-Time Cascade and Other ...Ludovico Caldara
Slides used for my Oracle Open World 2014 #OOW14 session.
The new release of Oracle Database has come with many new exciting enhancements for high availability. The aim of this presentation is to introduce some new Oracle Active Data Guard features through practical examples and live demos. Among the various enhancements, the new Far Sync Instance and Real-Time Cascade Standby features receive special attention in the session.
This document discusses Oracle Data Guard and its capabilities for disaster recovery and high availability. It provides an overview of different types of database protection modes in Data Guard including maximum protection, maximum availability, and maximum performance modes. It also covers key Data Guard concepts like physical and logical standby databases, redo transport, log apply services, and role transitions like switchover and failover. The document demonstrates how to configure a basic Data Guard configuration with a primary and physical standby database and enable fast-start failover for automated, zero data loss failover.
Tanel Poder Oracle Scripts and Tools (2010)Tanel Poder
Tanel Poder's Oracle Performance and Troubleshooting Scripts & Tools presentation initially presented at Hotsos Symposium Training Day back in year 2010
Oracle Database 19c, builds upon key architectural, distributed data and performance innovations established in earlier versions Oracle Database 12c and 18c releases. Oracle 19c has many new features, in this presentation we have covered below areas
Automated Installation, Configuration and Patching
AutoUpgrade and Database Utilities
Starting with 12c Release 1, Oracle introduced a completely new architecture concept for its database - the Container Database.
With this new architecture, new challenges came up but with the same breath a wide branch of new opportunities.
The presentation will address the capabilities to create fast and easy new (test) databases or clones for a running production database. Five different ways will be discussed.
- Using Local and Remote Cloning
- Using an Unplugged PDB (predefined master)
- Using Refreshable PDBs as a master for new (test) databases
- Snapshot Carousel
Another point of the agenda is the usage of the Snapshot features of ACFS and Direct NFS to speed up the creation process.
Make Your Application “Oracle RAC Ready” & Test For ItMarkus Michalewicz
This presentation talks about the secrets behind Oracle RAC’s horizontal scaling algorithm, Cache Fusion, and how you can ensure that your application is “Oracle RAC ready.”. It discusses do's and don'ts and how to test your application for "Oracle RAC readiness". This version was first presented in Sangam19.
The document discusses Oracle database performance tuning. It covers reactive and proactive performance tuning, the top-down tuning methodology, common types of performance issues, and metrics for measuring performance such as response time and throughput. It also compares online transaction processing (OLTP) systems and data warehouses (DW), and describes different architectures for integrating OLTP and DW systems.
Migrating Oracle workloads to Azure requires understanding the workload and hardware requirements. It is important to analyze the workload using the Automatic Workload Repository (AWR) report to accurately size infrastructure needs. The right virtual machine series and storage options must be selected to meet the identified input/output and capacity needs. Rather than moving existing hardware, the focus should be migrating the Oracle workload to take advantage of cloud capabilities while ensuring performance and high availability.
Con7091 sql tuning for expert db as-oow17_oct2_1507314871265001m0x4asifanw
This document provides an agenda and overview for a presentation on SQL tuning for expert DBAs. The 3-sentence summary is:
The presentation agenda includes discussing SQL tuning challenges and existing solutions, providing tips for a proactive approach and reactive approach to SQL tuning, and presenting a customer case study. The document outlines the program agenda and provides information on SQL performance issues, existing SQL tuning solutions, and introduces Oracle tools that can be used for proactive SQL tuning like the Automatic SQL Tuning Advisor and SQL Performance Analyzer.
Exploring Oracle Multitenant in Oracle Database 12cZohar Elkayam
This document discusses Oracle Multitenant in Oracle Database 12c. It provides an overview of the multitenant architecture including containers, benefits such as lower costs and easier provisioning, and impacts such as shared redo logs and one character set across PDBs. It also covers deployment including creating a CDB, provisioning new PDBs from the seed database, plugging in non-CDBs, and cloning PDBs.
This document discusses Oracle Multitenant 19c and pluggable databases. It begins with an introduction to the speaker and overview of pluggable databases. It then describes the traditional Oracle database architecture and the multitenant architecture in Oracle 19c. It discusses the different components of a container database including the root, seed PDB, and application containers. It also covers how to create pluggable databases from scratch, through cloning locally and remotely, relocating PDBs, and plugging in unplugged PDBs.
Exadata and the Oracle Optimizer: The Untold StoryEnkitec
The document discusses how the Oracle optimizer can select suboptimal plans on Exadata due to not properly accounting for the faster speeds of full table scans enabled by Exadata's offloading capabilities and storage compression. It explains how updating statistics to reflect Exadata's multi-block read capabilities and gathering new system statistics can help the optimizer generate better plans that leverage Exadata's performance features.
The document is a presentation about Exadata and Oracle 11gR2. It provides background on the speaker's experience with parallel query over the years. It then covers key features of Exadata storage solutions and new parallel query capabilities in 11gR2 like auto degree of parallelism and statement queuing. The presentation notes some practical considerations for implementing Exadata and parallel query, such as partitioning workloads and monitoring statement queuing.
This is a recording of my Advanced Oracle Troubleshooting seminar preparation session - where I showed how I set up my command line environment and some of the main performance scripts I use!
Part1 of SQL Tuning Workshop - Understanding the OptimizerMaria Colgan
Part 1 of a 5 part SQL Tuning workshop, This presentation covers the history of the Oracle Optimizer and explains the first thing the Optimizer does when it receives a SQL statements, which is to transform the SQL statement in order to open up additional access paths.
“A new multitenant architecture that easily deploy and manage database clouds. Innovations such as Oracle Multitenant for consolidating multiple databases, Automatic Data Optimization for compressing and tiering data at a higher density also maximize resource efficiency and flexibility. These unique advancements, combined with major enhancements in availability, security, and big data support, ideal platform for private and public cloud deployments.”
This document provides an overview of Oracle 12c and its pluggable database feature from a presentation by Gustavo René Antúnez, an Oracle DBA at Pythian. It discusses the benefits of pluggable databases such as greater scalability and consolidation. It also covers key aspects of the multitenant architecture like common users, local users, and views that span the container and pluggable databases. The presentation concludes with a demonstration of RMAN backups in a multitenant environment.
Oracle Database 12c - New Features for Developers and DBAsAlex Zaballa
This document summarizes a presentation about new features in Oracle Database 12c for developers and DBAs. It introduces JSON support, data redaction, SQL query row limits and offsets, invisible columns, extended data types, session level sequences, and more. Demo sections are included to illustrate several of the new features.
PL/SQL is a combination of SQL along with procedural programming features. It allows developers to perform operations on data in an Oracle database such as querying, inserting, updating, and deleting. Some key PL/SQL concepts include variables, conditions, loops, exceptions, triggers, stored procedures, and cursors. Cursors allow a program to retrieve multiple rows from a SQL statement and process them one by one.
El documento compara las arquitecturas de Oracle Database 11g y 12c. La principal diferencia es que 12c introduce el concepto de Container Database (CDB) y Pluggable Database (PDB), lo que permite agrupar múltiples bases de datos en una sola instancia. También describe las reglas para el manejo de usuarios, roles y privilegios entre el nivel común (CDB) y local (PDB).
The document discusses the top 12 new features of Oracle 12c, including improved column defaults that allow identity columns, increased size limits for VARCHAR columns up to 32K, improved queries for top-N results using ROW LIMIT clauses, and adaptive execution plans that allow the optimizer to choose alternative execution plans based on statistics gathered during the first execution. Temporary undo segments are also introduced to avoid generating redo for temporary table operations.
Oracle Database 12c Release 2 - New Features On Oracle Database Exadata Expr...Alex Zaballa
The document discusses new features in Oracle Database 12c Release 2 when used with Oracle Database Exadata Express Cloud Service. It covers features like pluggable databases supporting up to 4096 databases, hot cloning of databases, sharding capabilities, in-memory column store, application containers, and more. The presentation provides examples demonstrating several of these new features, such as native JSON support, improved data conversion functions, and approximate query processing.
Oracle Recovery Manager (Oracle RMAN) has evolved since being released in version 8i. With the newest version of Oracle 12c , RMAN has great new features that will allow you to reduce your down time in case of a disaster. In this session you will learn about the new features that were introduced in Oracle 12c and how can you take advantage of them from the first day you upgrade to this version.
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This presentation explains all of the new features that are relevant for developers in Oracle 12c. It's been out for a couple of years, but many companies haven't updated to 12c. So, if you're looking to update soon, or are just interested in what the new features are, look at this presentation.
The full post is available at http://www.completeitprofessional.com/oracle-12c-new-features-for-developers
Exploring Oracle Database 12c Multitenant best practices for your Clouddyahalom
The document discusses best practices for Oracle Database 12c Multitenant architecture. It begins by introducing the speaker and their company Brillix-DBAces. It then provides an overview of the Multitenant Container Database architecture in 12c, including the root and pluggable database containers, common vs local users/roles/privileges, and tools for working with Container Databases like SQL*Plus, DBCA, and Enterprise Manager.
This document provides an agenda and overview for a two-day PL/SQL Fundamentals training course. The agenda covers key PL/SQL concepts like language features, the DECLARE, BEGIN, and EXCEPTION clauses, explicit cursors, nested blocks, and declared subprograms. Students will learn to program with PL/SQL using a sample COMPANY database that will be set up on Oracle Database Express Edition. The course is a prerequisite for more advanced PL/SQL trainings.
An Oracle database instance consists of background processes that control one or more databases. A schema is a set of database objects owned by a user that apply to a specific application. Tables store data in rows and columns, and indexes and constraints help maintain data integrity and improve query performance. Database administrators perform tasks like installing and upgrading databases, managing storage, security, backups and high availability.
I2C is a serial communication protocol used to connect low-speed peripherals to processors and microcontrollers. It was developed by Philips in the 1980s for use in televisions. I2C uses just two bidirectional open-drain lines: serial data line (SDA) and serial clock line (SCL). Devices can operate as master or slave devices and have a 7-bit address. Communication is initiated by the master which controls the clock signal. Data is transferred in one byte packets with acknowledgement from the receiver.
Trivadis TechEvent 2016 Useful Oracle 12c Features for Data Warehousing by Da...Trivadis
Oracle Database 12c containes many new features and extensions. some of them are often mentioned: Pluggable Databases, Information Lifecycle Management, In-Memory Option. In addition to these "big" features, there are a lot of little, often unknown extensions that are very practical for our daily business in developing and operating Data Warehouses. In this session, Dani Schnider will present several nice little 12c features that are useful for developing ETL processes, for SQL queries on Data Marts and for the administration of Data Warehouse databases.
The document provides an overview of Oracle Database including its architecture, components, and new features. It discusses Oracle's memory structure including the shared pool, database buffer cache, and redo log buffer. It describes Oracle processes like the DBWR, LGWR, PMON, and user processes. It also covers Oracle's storage structure, files, tablespaces, and segments. New features discussed include VLDB support, parallel processing, partitioning, and Internet capabilities in Oracle8 and Oracle9i.
Mohammad Shamim Khan is a software engineer with over 5 years of experience developing applications using Oracle PL/SQL, SQL Server, and other technologies. He is currently working for HCL Technologies where he is responsible for designing new infrastructure, adhering to compliance processes, and developing and implementing new policy schemes. Previously he has worked on projects involving an ERP system for music and an HR management system, where he was involved in all phases of the development lifecycle including requirements gathering, design, development, testing, and implementation.
The document summarizes new features in Oracle Database 12c from Oracle 11g that would help a DBA currently using 11g. It lists and briefly describes features such as the READ privilege, temporary undo, online data file move, DDL logging, and many others. The objectives are to make the DBA aware of useful 12c features when working with a 12c database and to discuss each feature at a high level within 90 seconds.
Oracle Database 12c offers new enhancements and additions in Recovery Manager (RMAN). The features listed in this article will help you transport data across platforms and reduce downtime by 8x versus tradition migration approach, recover table and table partitions to point-in-time without affecting other objects in the database, and audit RMAN-related events using unified auditing. Take advantage of these new features for efficient backup and recovery.
- Oracle Database 12c introduced several new features for DBAs including adaptive execution plans, PGA_AGGREGATE_LIMIT parameter, enhanced statistics gathering options, renaming datafiles online, FETCH FIRST clause for limiting rows, table restoration using RMAN, SQL statements in RMAN, preupgrade and parallel upgrade utilities, and real-time ADDM analysis.
- Adaptive execution plans allow queries to switch plans during execution if row counts differ significantly from estimates. PGA_AGGREGATE_LIMIT provides a hard limit on PGA memory usage to prevent sessions from consuming too much. Enhanced statistics options include system statistics for Exadata, concurrent collection, and new histogram types.
OOW16 - Oracle Database 12c - The Best Oracle Database 12c New Features for D...Alex Zaballa
This document provides an overview of new features in Oracle Database 12c for developers and DBAs. It begins with an introduction by Alex Zaballa and then covers several new features including native support for JSON, data redaction, row limits and offsets for SQL queries, PL/SQL functions callable from SQL, session level sequences, and temporary undo. The document includes demonstrations of many of these new features.
OOW16 - Oracle Database 12c - The Best Oracle Database 12c New Features for D...Alex Zaballa
Oracle Database 12c introduces many new features for developers and DBAs. These include native support for JSON, data redaction capabilities, improved SQL query functionality using row limits and offsets, and new PL/SQL features like calling functions from SQL. The presentation provides demonstrations of these new features.
This document summarizes new features in Oracle Database 12c Release 2. It outlines features for developers, administrators, SQL*Plus, conversion functions, and more. Key points include increased identifier length, new SQL*Plus features like history and prefetch settings, conversion functions, multi-tenant container database improvements, and performance enhancements like adaptive statistics and optimization.
Reduce planned database down time with Oracle technologyKirill Loifman
How to design an Oracle database system to minimize planned interruptions? That depends on the requirements, goals, SLAs etc. The presentation will follow top-down approach. First we will describe major types of planned maintenance, prioritize those and then based on the system availability requirements find the best cost-effective technics to address those. A bit of planning, strategy and of course modern database and OS technics including latest Oracle 12c features.
View the companion webinar at: http://embt.co/1xcLFjJ
If you’ve ever wanted to code or understand more about PL/SQL code, this 2-part series is for you.
Join Oracle ACE Director, Dan Hotka and Solutions Consultant Director, Scott Walz as they present and demo the fundamentals of PL/SQL and much more.
Watch the webinar to learn about:
+ PL/SQL variable types and naming convention
+ How to code PL-SQL
+ When to use IF-THEN-ELSE or CASE
+ Profiling and debugging PL/SQL
Oracle Database 12c includes several new features:
1) Online statistics gathering improves optimizer performance by gathering statistics for new objects during creation instead of requiring a full data scan later.
2) Invisible columns allow adding a column to a table without showing it in SELECT queries or the table definition unless explicitly specified.
3) Multiple indexes on the same column are now supported if they differ in characteristics like being unique/non-unique or using different index types.
DBA Commands and Concepts That Every Developer Should Know - Part 2Alex Zaballa
This document provides a summary of several database administration (DBA) commands and concepts relevant for developers. It discusses topics such as count(1) vs count(*), gathering system statistics, setting the DB_FILE_MULTIBLOCK_READ_COUNT parameter, analyzing tables, explaining plans, monitoring SQL performance, full table scans, pending statistics, restoring statistics history, parallel DML, Flashback Query, DBMS_APPLICATION_INFO, and privileges for reading tables. The document is intended to help developers better understand and work with database configurations and operations.
DBA Commands and Concepts That Every Developer Should Know - Part 2Alex Zaballa
This document provides a summary of several database administration (DBA) commands and concepts relevant for developers. It discusses topics such as count(1) vs count(*), gathering system statistics, setting the DB_FILE_MULTIBLOCK_READ_COUNT parameter, analyzing tables, explaining plans, monitoring SQL performance, full table scans, pending statistics, restoring statistics history, parallel DML, Flashback Query, DBMS_APPLICATION_INFO, schema management, adding columns with defaults, object and system privileges. The document is intended to help developers better understand and work with database concepts.
Presented at the Dallas Oracle Users Group
By Nabil Nawaz
sponsored by BIAS Corporation
Oracle DataPump is an excellent tool for cloning databases and schemas and it is widely used as a common toolset today among DBAs and Developers to transfer data and structure between databases. Please come and learn about new Data pump features for Oracle version 12.2. We will also be sharing a case study for a large multi-terabyte database for optimizing a data pump import process that originally ran for more than a day and then the process was tuned to run in just about 4-6 hours a nearly 90% performance enhancement. The tips that will be shared will be of great value and help to ensure you are able to have a well-tuned import process with DataPump.
Oracle Database 12c - New Features for Developers and DBAsAlex Zaballa
Oracle Database 12c includes over 500 new features designed to support cloud computing, big data, security, and availability. Key features include support for up to 4096 pluggable databases, hot cloning without placing the source database in read-only mode, sharding capabilities, in-memory column storage, application containers, improved resource management isolation, and AWR support on Active Data Guard databases. Other notable features include enhanced JSON support, data redaction for security, row limits and offsets for queries, invisible columns, SQL text expansion, PL/SQL from SQL, session-level sequences, extended data types up to 32K, multiple indexes on the same columns, READ privileges without row locking ability, session private statistics for global temporary tables,
RMAN has evolved since Oracle 8i and includes new features in Oracle 12c that help reduce downtime. In 12c, a container database can include pluggable databases. RMAN supports backup and recovery of container databases and individual pluggable databases. New features in 12c include the SYSBACKUP privilege which allows backups without granting full SYSDBA privileges, and support for multitenant container databases and pluggable databases.
This document discusses new features in Oracle 12c. Some key points include: Oracle 12c was released in July 2013 and features a multitenant option that allows companies to consolidate databases into private or public clouds; new features allow for pluggable databases, simplified data management, and increased performance across distributed databases; and other enhancements include improved SQL, backup/recovery, database management, networking, performance tuning, Oracle ASM, and Oracle RAC.
Performance Stability, Tips and Tricks and UnderscoresJitendra Singh
This document provides an overview of upgrading to Oracle Database 19c and ensuring performance stability after the upgrade. It discusses gathering statistics before the upgrade to speed up the process, using AutoUpgrade for upgrades, and various testing tools like AWR Diff Reports and SQL Performance Analyzer to check for performance regressions after the upgrade. Maintaining good statistics and thoroughly testing upgrades are emphasized as best practices for a successful upgrade.
Oracle Database 11g Release 2 includes enhancements to database administration features such as automated segment creation, audit trail management tools, and SQL*Plus exit behavior configuration; it also changes the installation process by making ASM a separate Grid Infrastructure and including full software updates in patch set installations.
Oracle 12c introduces a new multitenant architecture that allows multiple databases to share common resources in a container database (CDB). This lowers costs by reducing instance overhead, storage costs, and DBA resource costs. It also improves manageability through fast provisioning, easier patching and upgrades, and separation of duties. Key features include pluggable databases (PDBs) that can be moved easily, cloning of databases locally and remotely, and improved patching and upgrading that is simpler and faster. Flex ASM adds high availability by avoiding single points of failure and supports larger LUN sizes and more disk groups. ASM disk scrubbing provides automatic error correction using mirrored data. Rebalance operations now provide estimates beforehand and improved accuracy of estimates
Oracle11g introduces several new security, configuration, and administration features for databases. Security features include case sensitive passwords by default and additional auditing of actions. Configuration is simplified with new memory management parameters and automatic diagnostic repository. Administration enhancements provide options to make tables read-only, shrink temporary tablespaces, and add not null columns without updating existing rows.
Oracle Database 12c includes over 500 new features. Some key new features include:
- Oracle Database 12c Express (EM Express) which replaces Database Control and has less features than Database Control but does not require Java or an app server.
- New online capabilities like online DDL operations with no DDL locking, online move of partitions with no impact to queries, and online statistics gathering for bulk loads.
- Adaptive SQL Plan Management which allows the optimizer to select a more optimal plan at execution time based on current statistics.
- Multitenant architecture which allows consolidation of multiple databases into one container database with pluggable databases.
Most important New features of Oracle 23c for DBAs and Developers. You can get more idea from my youtube channel video from https://youtu.be/XvL5WtaC20A
Vector Search -An Introduction in Oracle Database 23ai.pptxRemote DBA Services
Oracle Database 23ai New Feature introducing Vector Search using AI for getting better result. Introducing new Vector Search SQL Operators with Vector datatype for index.
Oracle provides a logical backup tool called Data Pump (expdp/impdp) that allows backing up and restoring the logical structure of an Oracle database, including schemas, tables, rows, and tablespaces, without backing up the physical files. Data Pump offers features like parallel backups to improve performance, restoring specific objects like indexes or tables, and single table recovery. It can be used to backup full databases, schemas, tables, or specific rows using commands like expdp.
Oracle Database 23c is the successor to Oracle Database 19c and introduces over 300 new features. Key areas of focus include enhancements to JSON, graph, microservices, and developer productivity. The beta period runs from October 2022 to February 2023 and the release will be supported until 2028 with extended support to 2031. New SQL features allow selecting without a FROM clause, using column aliases in GROUP BY and HAVING, and include IF EXISTS clauses in DDL statements. Enhancements support logical replication, distributed transactions involving blockchain tables, and efficient partitioning for expired data.
The document discusses buffer cache in Oracle databases. Buffer cache is a memory area that holds data from storage devices for faster access. It stores frequently accessed data to improve read and write performance. The buffer cache contains free buffers, pinned buffers that are in use, and dirty buffers that need to be written back to disk. Checkpoints ensure all modified data is written to storage, maintaining integrity. The least recently used tracking replaces buffers for optimal memory usage.
The buffer cache is a portion of memory that stores copies of frequently accessed data blocks from disk to reduce disk I/O. It improves performance by caching data in memory instead of reading from disk. Database administrators can monitor and tune the buffer cache size based on workload to optimize performance.
The document discusses 24x7 databases that are constantly online and accessible. It defines a 24x7 database as one that is online 24 hours a day, 7 days a week and 365 days a year without being brought down. Examples include databases for telecommunications and banking. It notes that 24x7 databases have special requirements for high availability, minimum downtime, maximum security and uptime through constant monitoring and specialized hardware/structures.
1Z0-052 Oracle 11g Administration I
Chapter-1 Oracle software installation. Learn by Presentation series of expert remote oracle support team with 3D images and sound with full chapter. It is demo of Oracle 11g DBA course.
This document provides an overview of Oracle database architecture. It discusses that Oracle has two main components: the database and instance. The database contains physical and logical structures, while the instance resides in memory and contains the system global area (SGA) and background processes. It describes the various sub-components that make up the physical database, logical database, SGA, and background processes like SMON, DBWR, LGWR, and PMON. The document aims to provide a clear understanding of Oracle architecture.
Generative AI technology is a fascinating field that focuses on creating comp...Nohoax Kanont
Generative AI technology is a fascinating field that focuses on creating computer models capable of generating new, original content. It leverages the power of large language models, neural networks, and machine learning to produce content that can mimic human creativity. This technology has seen a surge in innovation and adoption since the introduction of ChatGPT in 2022, leading to significant productivity benefits across various industries. With its ability to generate text, images, video, and audio, generative AI is transforming how we interact with technology and the types of tasks that can be automated.
Demystifying Neural Networks And Building Cybersecurity ApplicationsPriyanka Aash
In today's rapidly evolving technological landscape, Artificial Neural Networks (ANNs) have emerged as a cornerstone of artificial intelligence, revolutionizing various fields including cybersecurity. Inspired by the intricacies of the human brain, ANNs have a rich history and a complex structure that enables them to learn and make decisions. This blog aims to unravel the mysteries of neural networks, explore their mathematical foundations, and demonstrate their practical applications, particularly in building robust malware detection systems using Convolutional Neural Networks (CNNs).
Keynote : AI & Future Of Offensive SecurityPriyanka Aash
In the presentation, the focus is on the transformative impact of artificial intelligence (AI) in cybersecurity, particularly in the context of malware generation and adversarial attacks. AI promises to revolutionize the field by enabling scalable solutions to historically challenging problems such as continuous threat simulation, autonomous attack path generation, and the creation of sophisticated attack payloads. The discussions underscore how AI-powered tools like AI-based penetration testing can outpace traditional methods, enhancing security posture by efficiently identifying and mitigating vulnerabilities across complex attack surfaces. The use of AI in red teaming further amplifies these capabilities, allowing organizations to validate security controls effectively against diverse adversarial scenarios. These advancements not only streamline testing processes but also bolster defense strategies, ensuring readiness against evolving cyber threats.
The Zaitechno Handheld Raman Spectrometer is a powerful and portable tool for rapid, non-destructive chemical analysis. It utilizes Raman spectroscopy, a technique that analyzes the vibrational fingerprint of molecules to identify their chemical composition. This handheld instrument allows for on-site analysis of materials, making it ideal for a variety of applications, including:
Material identification: Identify unknown materials, minerals, and contaminants.
Quality control: Ensure the quality and consistency of raw materials and finished products.
Pharmaceutical analysis: Verify the identity and purity of pharmaceutical compounds.
Food safety testing: Detect contaminants and adulterants in food products.
Field analysis: Analyze materials in the field, such as during environmental monitoring or forensic investigations.
The Zaitechno Handheld Raman Spectrometer is easy to use and features a user-friendly interface. It is compact and lightweight, making it ideal for field applications. With its rapid analysis capabilities, the Zaitechno Handheld Raman Spectrometer can help you improve efficiency and productivity in your research or quality control workflows.
Finetuning GenAI For Hacking and DefendingPriyanka Aash
Generative AI, particularly through the lens of large language models (LLMs), represents a transformative leap in artificial intelligence. With advancements that have fundamentally altered our approach to AI, understanding and leveraging these technologies is crucial for innovators and practitioners alike. This comprehensive exploration delves into the intricacies of GenAI, from its foundational principles and historical evolution to its practical applications in security and beyond.
Welcome to Cyberbiosecurity. Because regular cybersecurity wasn't complicated...Snarky Security
How wonderful it is that in our modern age, every bit of our biological data can be digitized, stored, and potentially pilfered by cyber thieves! Isn't it just splendid to think that while scientists are busy pushing the boundaries of biotechnology, hackers could be plotting the next big bio-data heist? This delightful scenario is brought to you by the ever-expanding digital landscape of biology and biotechnology, where the integration of computer science, engineering, and data science transforms our understanding and manipulation of biological systems.
While the fusion of technology and biology offers immense benefits, it also necessitates a careful consideration of the ethical, security, and associated social implications. But let's be honest, in the grand scheme of things, what's a little risk compared to potential scientific achievements? After all, progress in biotechnology waits for no one, and we're just along for the ride in this thrilling, slightly terrifying, adventure.
So, as we continue to navigate this complex landscape, let's not forget the importance of robust data protection measures and collaborative international efforts to safeguard sensitive biological information. After all, what could possibly go wrong?
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This document provides a comprehensive analysis of the security implications biological data use. The analysis explores various aspects of biological data security, including the vulnerabilities associated with data access, the potential for misuse by state and non-state actors, and the implications for national and transnational security. Key aspects considered include the impact of technological advancements on data security, the role of international policies in data governance, and the strategies for mitigating risks associated with unauthorized data access.
This view offers valuable insights for security professionals, policymakers, and industry leaders across various sectors, highlighting the importance of robust data protection measures and collaborative international efforts to safeguard sensitive biological information. The analysis serves as a crucial resource for understanding the complex dynamics at the intersection of biotechnology and security, providing actionable recommendations to enhance biosecurity in an digital and interconnected world.
The evolving landscape of biology and biotechnology, significantly influenced by advancements in computer science, engineering, and data science, is reshaping our understanding and manipulation of biological systems. The integration of these disciplines has led to the development of fields such as computational biology and synthetic biology, which utilize computational power and engineering principles to solve complex biological problems and innovate new biotechnological applications. This interdisciplinary approach has not only accelerated research and development but also introduced new capabilities such as gene editing and biomanufact
It's your unstructured data: How to get your GenAI app to production (and spe...Zilliz
So you've successfully built a GenAI app POC for your company -- now comes the hard part: bringing it to production. Aparavi addresses the challenges of AI projects while addressing data privacy and PII. Our Service for RAG helps AI developers and data scientists to scale their app to 1000s to millions of users using corporate unstructured data. Aparavi’s AI Data Loader cleans, prepares and then loads only the relevant unstructured data for each AI project/app, enabling you to operationalize the creation of GenAI apps easily and accurately while giving you the time to focus on what you really want to do - building a great AI application with useful and relevant context. All within your environment and never having to share private corporate data with anyone - not even Aparavi.
How UiPath Discovery Suite supports identification of Agentic Process Automat...DianaGray10
📚 Understand the basics of the newly persona-based LLM-powered Agentic Process Automation and discover how existing UiPath Discovery Suite products like Communication Mining, Process Mining, and Task Mining can be leveraged to identify APA candidates.
Topics Covered:
💡 Idea Behind APA: Explore the innovative concept of Agentic Process Automation and its significance in modern workflows.
🔄 How APA is Different from RPA: Learn the key differences between Agentic Process Automation and Robotic Process Automation.
🚀 Discover the Advantages of APA: Uncover the unique benefits of implementing APA in your organization.
🔍 Identifying APA Candidates with UiPath Discovery Products: See how UiPath's Communication Mining, Process Mining, and Task Mining tools can help pinpoint potential APA candidates.
🔮 Discussion on Expected Future Impacts: Engage in a discussion on the potential future impacts of APA on various industries and business processes.
Enhance your knowledge on the forefront of automation technology and stay ahead with Agentic Process Automation. 🧠💼✨
Speakers:
Arun Kumar Asokan, Delivery Director (US) @ qBotica and UiPath MVP
Naveen Chatlapalli, Solution Architect @ Ashling Partners and UiPath MVP
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UiPath Community Day Amsterdam: Code, Collaborate, ConnectUiPathCommunity
Welcome to our third live UiPath Community Day Amsterdam! Come join us for a half-day of networking and UiPath Platform deep-dives, for devs and non-devs alike, in the middle of summer ☀.
📕 Agenda:
12:30 Welcome Coffee/Light Lunch ☕
13:00 Event opening speech
Ebert Knol, Managing Partner, Tacstone Technology
Jonathan Smith, UiPath MVP, RPA Lead, Ciphix
Cristina Vidu, Senior Marketing Manager, UiPath Community EMEA
Dion Mes, Principal Sales Engineer, UiPath
13:15 ASML: RPA as Tactical Automation
Tactical robotic process automation for solving short-term challenges, while establishing standard and re-usable interfaces that fit IT's long-term goals and objectives.
Yannic Suurmeijer, System Architect, ASML
13:30 PostNL: an insight into RPA at PostNL
Showcasing the solutions our automations have provided, the challenges we’ve faced, and the best practices we’ve developed to support our logistics operations.
Leonard Renne, RPA Developer, PostNL
13:45 Break (30')
14:15 Breakout Sessions: Round 1
Modern Document Understanding in the cloud platform: AI-driven UiPath Document Understanding
Mike Bos, Senior Automation Developer, Tacstone Technology
Process Orchestration: scale up and have your Robots work in harmony
Jon Smith, UiPath MVP, RPA Lead, Ciphix
UiPath Integration Service: connect applications, leverage prebuilt connectors, and set up customer connectors
Johans Brink, CTO, MvR digital workforce
15:00 Breakout Sessions: Round 2
Automation, and GenAI: practical use cases for value generation
Thomas Janssen, UiPath MVP, Senior Automation Developer, Automation Heroes
Human in the Loop/Action Center
Dion Mes, Principal Sales Engineer @UiPath
Improving development with coded workflows
Idris Janszen, Technical Consultant, Ilionx
15:45 End remarks
16:00 Community fun games, sharing knowledge, drinks, and bites 🍻
UiPath Community Day Amsterdam: Code, Collaborate, Connect
Oracle database 12c new features
1. Oracle Database 12c
New Features
Prepared by
www.dbametrix.com
A world class Leader in Remote DBA Services
2. What are new features of Oracle 12
database?
•
•
•
•
•
•
•
SQL Enhancement
Backup and Recovery
Database Management Enhancement
Oracle Networking Enhancement
Oracle Performance Tuning
Oracle ASM new Features
Oracle RAC new features
3. SQL Enhancement – New Features
• Now you can use TRUNCATE table CASCADE for
truncating primary and dependent table data as following
command.
• SQL> TRUNCATE TABLE <table_name> CASCADE;
• You can use above command in table partition too.
Above command will be truncating table data including
child records too.
4. SQL Enhancement – New Features
• Output Rows restricting using FETCH FIRST N ROWS
ONLY in SQL statement.
• SELECT empno,ename,sal FROM emp ORDER BY
deptno DESC FETCH FIRST 5 ROWS ONLY;
• You can use 10 percent or 20 percent ROWS only
parameter in same SQL with limitation of N percent.
5. SQL Enhancement – New Features
• You can create INVISIBLE column in table or modify
column to make INVISIBLE. Invisible column never
shows in general select * queries but it shows in result
where mention column in select query.
• SQL> CREATE TABLE test (testno number, t_name
varchar2(30), t_dept number(2) INVISIBLE);
• After creating above TEST table, you cannot see t_dept
column in select * query but able to see result in select
t_dept from test query.
6. SQL Enhancement – New Features
• Invisible column can show via COLINVISIBLE SQL*Plus
command as following.
• SQL> SET COLINVISIBLE ON
7. SQL Enhancement – New Features
• You can create session level SEQUENCE for testing. Which
will be deleted automatically after session log off.
• SQL> CREATE SEQUENCE test_seq START WITH 10
INCREMENT BY 10 SESSION;
• You can also modify SEQUENCE to make it session level
using ALTER command.
• SQL> ALTER SEQUENCE test_seq SESSION;
• For removing session parameter of sequence you should
need to execute ALTER SEQUENCE test_seq GLOBAL;
8. SQL Enhancement – New Features
• You can extend datatype of VARCHAR2,RAW, and
NVARCHAR2 from 4000 bytes to 32,767 bytes.
• For using this feature, you should need to change
initialization parameter
MAX_STRING_SIZE=EXTENDED and restart database
in upgrade mode. After that you need to execute
• SQL> @?/rdbms/admin/utl32k.sql
9. SQL Enhancement – New Features
• From Oracle database 12c, you can create multiple
indexes on column.
• This feature is available for composite columns and
single index both.
10. Backup and Recovery – New
Features
• New Backup privilege introduced called SYSBACKUP.
• It means now there is no need to give SYSDBA privilege
for performing backup and recovery tasks.
• Sample command is following.
• $ ./rman target “rman/rman as SYSBACKUP"
11. Backup and Recovery – New
Features
• Real time Apply redo log to Data Guard.
• In previous release of Oracle 12c, default option was
apply redo from archived log files on the standby
database.
• In Oracle Database 12c Release, the default
configuration is to use real-time apply so that redo is
applied directly from the standby redo log file.
• This new feature helps to maintain minimum or zero data
loss.
12. Backup and Recovery – New
Features
• Active DATA GUARD is now accepting DML operations
on Global temporary tables.
• Active standby database can be open in read only mode.
• Active standby database is now supported DML
operations on Global Temporary Tables.
• This feature enhances reporting facility and performance
of primary database.
13. Backup and Recovery – New
Features
• Direct SQL statement execution in RMAN utility. Now no
need of any prefix like “sql” in RMAN command line.
• RMAN> SELECT sid,serial#,status FROM v$session;
14. Backup and Recovery – New
Features
• Table level recovery is now possible using RMAN. In
prior versions this feature didn‟t available.
• RECOVER TABLE username.tablename UNTIL TIME
„<TIMESTAMP>…' AUXILIARY DESTINATION
'/u01/backup' DATAPUMP DESTINATION '/u05/dumpdir'
DUMP FILE 'tablename.dmp' NOTABLEIMPORT
• REMAP TABLE „<username.tablename>':
„<username.new_table_name>';
15. Backup and Recovery – New
Features
• In Datapump, new parameter introduced called
TRANSFORM with DISABLE_ARCHIVE_LOGGING.
This option will disable archive log generation during
import process.
• impdp directory=dpump dumpfile=test.dmp
logfile=test.log
TRANSFORM=DISABLE_ARCHIVE_LOGGING:Y
16. Database Management– New
Features
• Now you can move active data file online without
copying to another destination as following command.
• ALTER DATABASE MOVE DATAFILE
'/u01/data/test_tbs01.dbf' TO '/u02/data/test_tbs01.dbf';
• You can monitor above ongoing process using dynamic
data dictionary view V$SESSION_LONGOPS
17. Database Management– New
Features
• New Feature called PLUGGABLE database and
CONTAINER database introduced in Oracle 12c.
• Container database contains pluggable database. You
can say database in database. Pluggable database
plugs in to container database.
• This feature helps to better database administration and
management tasks. It shorten memory usage and disk
usage.
• You can plug in pluggable database into any container
database. Single container database contains many
pluggable database.
18. Database Management– New
Features
• Now you can enable logging mode of every Data
Definition Language (DDL). Every DDL command will be
logged in trace file at operating system disk.
• For enabling this feature, you should need to enable
parameter ENABLE_DDL_LOGGING=TRUE.
• Trace files would be generating in following directory
• $ORACLE_BASE/diag/rdbms/DBNAME/log/ddl
19. Database Management– New
Features
• You can merge/split/add table partitions in single SQL
command.
•
•
•
•
ALTER TABLE test_p
ADD PARTITION
PARTITION part11 VALUES LESS THAN (120000),
PARTITION part12 VALUES LESS THAN (130000);
20. Database Management– New
Features
• You can move table partition online or offline using
following command.
• Offline command=>
• ALTER TABLE table_name MOVE
PARTITION|SUBPARTITION <partition_name> TO
tablespace <tablespace_name>;
• Online command=>
• ALTER TABLE table_name MOVE
PARTITION|SUBPARTITION <partition_name> TO
tablespace <tablespace_name> UPDATE INDEXES
ONLINE;
21. Database Management– New
Features
• You can truncate/drop multiple partitions in single DDL
command as following.
• ALTER TABLE test_p DROP PARTITIONS part7,part9
UPDATE GLOBAL INDEXES;
• ALTER TABLE test_p TRUNCATE PARTITIONS
part7,part9 UPDATE GLOBAL INDEXES;
22. Database Management– New
Features
• Preupgrade script is now available in Oracle 12c
database for investigating preupgrade issues to fix.
• Preupgrade script called preupgrd.sql is available in
rdbms/admin folder.
• Preupgrade_fixup.sql log file will be generated in
$ORACLE_BASE/cfgtoollogs directory.
• This script helps to investigation of certain issues of
upgrade process and we can easily resolve issue using
preupgrade_fixup.sql. This feature can save our time of
database upgrade activity.
23. Oracle Networking Enhancement –
New Features
• In Oracle 12c database, you can restore and recover
data file over through net. Means you can
restore/recover data file from standby database to
primary database vice versa using service option with
following command in RMAN.
• RMAN> RECOVER DATABASE FROM SERVICE
prod_service USING COMPRESSED BACKUPSET;
24. Oracle Performance Tuning – New
Features
• You can gather object or database statistics
concurrently. This feature generates statistics multiple
tables/indexes simultaneously.
• For using this feature, you should have nonzero value in
parameter JOB_QUEUE_PROCESSES and you need to
set following parameters.
• EXEC
DBMS_STATS.SET_GLOBAL_PREFS('CONCURRENT'
, 'ALL');
25. Oracle Performance Tuning – New
Features
• Excellent feature of Temporary Undo.
• In Oracle 12c, now temporary undo would be generated
in temporary tablespace. This feature eliminates
unnecessary redo generation of temp tablespace usage.
• For enabling temporary undo, you need to make sure to
set initialization parameter
TEMP_UNDO_ENABLED=true.
26. Oracle Performance Tuning – New
Features
• Program Global Area (PGA) Limitation.
• You can restrict PGA allocation in to database. In prior
version this feature wasn‟t available.
• You can use parameter
PGA_AGGREGATE_LIMIT=<some value> to enable this
limitation of PGA.
• Once you define this value then Oracle won‟t expand
more than this size of PGA. This feature helps to avoid
paging/swapping and memory bottleneck issues.
27. Oracle Performance Tuning – New
Features
• Real Time Automatic Database Diagnostic Monitor
ADDM.
• This feature available with Oracle EM control of 12c only.
• In OEM portal, you can select real time ADDM in
performance option for investigating findings of
production database.
• This feature is absolutely new and present there is no
another command line option available. Means you need
OEM control for using this option.
28. Oracle ASM – New Features
• ASM Disk Rebalance Estimation
• Like EXPLAIN PLAN FOR, new command introduced as
EXPLAIN WORK FOR. Using this statement, Oracle
gathers and shows ASM disk rebalance estimation in
V$ASM_ESTIMATE view.
• Example:
• EXPLAIN WORK FOR ALTER DISKGROUP DS_DATA1
ADD DISK dsd_03;
• After successfully execution of above command you can
check estimation cost in V$ASM_ESTIMATE for setting
proper value of POWER limit for faster task.
29. Oracle ASM – New Features
• New feature introduced called FLEX ASM.
• When any instance terminated in ASM, then any survival
ASM instance will be up within flex cluster to maintain
high availability.
• For enabling this feature, we need to install flex cluster
using Oracle clusterware and this option automatically
install flex ASM option at node.
• You can enable flex ASM using ASMCA utility in your
cluster environment.
30. Oracle ASM – New Features
• For checking and repairing logical corruption of disks,
new facility introduced called ASM DISK Scrubbing.
• Using this facility, now you can check and repair disk for
getting rid of logical corruption.
• Example:
• ALTER DISKGROUP DS_DATA1 SCRUB POWER
LOW:HIGH:AUTO:MAX;
• ALTER DISKGROUP DS_DATA1 SCRUB FILE
'+DG_DATA/TEST/DATAFILE/test.xxxx.xxxx' REPAIR
POWER AUTO;
31. Oracle RAC – New Features
• Now Flex Cluster supported in Oracle 12c.
• Flex cluster architecture contains hub and leaf nodes.
• Hub nodes are regular RAC nodes which are having
DIRECT access of storage and directly read/write.
• Leaf nodes are not having DIRECT access of storage
and they will get access through HUB node.
• It means you can have HUB nodes without leaf nodes
but You cannot have leaf nodes without hub nodes.
• You can convert any node as leaf node as following.
• $ ./crsctl get node role config
• $ ./crsctl set node role hub|leaf
32. Oracle RAC – New Features
• Now you can start instance or database as NO MOUNT,
MOUNT, and OPEN stage using SRVCTL command.
• This facility doesn‟t available in prior of Oracle 12c.
• Example command is following….
• srvctl start|stop database|instance –startoption
NOMOUNT|MOUNT|OPEN
33. Oracle 12 Database New
Features
Prepared By
http://www.dbametrix.com
A world class Leader in Remote DBA Services