The document discusses several ways that a large enterprise customer with multiple branch offices can optimize connectivity to Microsoft cloud services like Office 365 and Azure. It provides details on configuring network security devices using published Microsoft endpoint data to identify and route Office 365 traffic efficiently. It also compares approaches like using SD-WAN, ExpressRoute connections, or secure web gateways to provide local internet breakouts or private connections to the cloud.
The document discusses various Microsoft Graph APIs and capabilities for integrating with and extending Microsoft 365 services like OneDrive, SharePoint, and Teams. It provides examples of APIs for getting previews and analytics of files, managing followed documents, and accessing sites and lists. It also covers SharePoint Framework extensions, controls for integrating files into apps, and guidance for scanning and processing file changes using webhooks.
This document compares Azure Functions versions 1.0 and 2.0, noting that version 2.0 offers improved .NET support, isolation of assemblies, updated bindings and triggers, additional language options like Java and Python, performance enhancements, and integration with tools like PowerApps and Microsoft Flow.
The document discusses how to use the Batch Update API to synchronize user profile properties between an on-premises Active Directory, an Azure SQL database storing additional user attributes from a line of business system, and SharePoint Online user profiles. It provides an overview of the architecture for syncing data across these systems using PowerShell, an Azure web job, and the Batch Update API to queue updates and check job status. Code samples and resources are also referenced.
This document discusses strategies for simplifying Microsoft architectures on AWS. It provides examples of using AWS services like VPC, Transit Gateway, Directory Services, and CloudFormation to extend or replace on-premises Active Directory and SQL Server environments. It also outlines approaches for migrating Windows workloads to AWS through application discovery, database migration, and server migration services.
This document summarizes a presentation given by Serge Luca on Microsoft Flow after 3 years of use and 9 enterprise projects. It discusses how Flow has evolved from basic automation of Excel tasks to more advanced uses by both citizen developers and professional developers. It provides examples of using Flow for automated timesheets, calling APIs, custom connectors, long running processes, error handling, and integrating with Power BI. While Flow is easy to use and affordable, the document cautions that more advanced uses may require additional licensing or workarounds. It concludes by emphasizing the importance of defining requirements upfront using tools like use case diagrams and activity diagrams to help ensure project success.
On Wednesday November 18th, 2015 Microsoft publicly released SharePoint 2016 Beta 2. I was on route from LA to Houston to speak at the Houston SharePoint Users Group and the organizers asked me to speak about what was new.
All of the content herein comes from the TechNet articles that Microsoft released on that morning and can be found here: https://technet.microsoft.com/EN-US/library/cc261970(v=office.16).aspx
I used this deck to talk to the new features that were released in IT Preview & Beta 2 that evening and was asked to share this deck.
Enjoy!
-jase
This document discusses essential database administration skills for SharePoint professionals. It covers tools like Brent Ozar's First Responder Kit and Ola Hallengren's Maintenance Solution that can help with tasks like backups, monitoring, and maintenance. The relationship between SharePoint and SQL Server is discussed, noting that SharePoint performance and high availability depend on the underlying database. Common problems faced by SharePoint DBAs like index fragmentation, transaction log growth, and unsupported database modifications are also addressed. The presentation provides tips for SQL Server configuration including memory, disk, and database settings to optimize for SharePoint workloads.
- The document discusses various technical considerations for running Exchange in a large environment with over 130,000 mailboxes spread across 132 Exchange servers in multiple data centers. It covers topics like TCP connections, TCP keepalive time, LDAP policies, .NET garbage collection, filtering, and using PowerShell for automation.
- It provides recommendations like setting the TCP keepalive time lower to prevent idle connections, modifying LDAP policies to prevent forced disconnections, monitoring .NET garbage collection, and using server-side filtering in PowerShell for better performance. The goal is to optimize the environment to handle the scale while preventing issues like port exhaustion or server overload.
[Matthew McDermott] This demo filled session will review the latest advances in SharePoint and Office 365 Hybrid Search and Taxonomy. Matthew will demonstrate how to create powerful hybrid search experiences that include SharePoint, File Shares and BCS results both on premises and in Office 365. You will learn what is required for hybrid search and taxonomy configuration and what you should consider when crafting your hybrid search environment so that your end users can find what they seek no matter where it is stored or how it is accessed. Matthew will show how, through the use of a single unified source for your taxonomy, you can create efficiently tag and find content where ever it resides.
Best Practices to SharePoint Architecture Fundamentals NZ & AUSguest7c2e070
This document provides an overview of SharePoint architecture best practices presented by Joel Oleson, an 8-year veteran of SharePoint. It discusses SharePoint logical and physical architecture fundamentals, common mistakes to avoid, and differences between Windows SharePoint Services 3.0 and SharePoint Server 2007. Key concepts covered include web applications, site collections, sites, servers having specific roles, and topology planning based on usage and requirements. The presentation aims to help admins properly plan their SharePoint implementations.
Microsoft Graph provides REST APIs and webhooks to access and connect Microsoft 365 and other organizational data at scale. It enables building custom applications and workflows that extend Microsoft 365 experiences. Data access through Microsoft Graph is designed with data privacy, security, and governance in mind, allowing administrators to control access to organizational data.
This document provides an overview of upgrading to SharePoint 2019. It discusses new features in SharePoint 2019 like modern teams sites and communication sites. It also covers the upgrade process including supported upgrade methods, prerequisites, and post-upgrade steps. The document reviews what is deprecated and removed in SharePoint 2019. It then dives into the farm upgrade process including upgrading service applications and content databases. Finally, it discusses tools, tips, and tricks for upgrades and includes an invitation to upcoming learning events.
Rev Your Engines: SharePoint Performance Best PracticesSPC Adriatics
This document discusses strategies for optimizing SharePoint performance, including:
- Distributing the database and cache across multiple servers to improve scalability and availability.
- Configuring request management to route requests based on rules to balance load and isolate traffic.
- Caching frequently accessed content and data to improve response times.
- Optimizing pages, components, and customizations to reduce page weight and client-side processing.
Site designs and site scripts allow administrators to automatically configure SharePoint sites by defining lists, libraries, fields, and other settings in a reusable template. Site designs can be applied during site creation or to existing sites. They are made up of site scripts, which contain the specific provisioning actions. Site designs support automation of common configurations and enforcement of standards across an organization's SharePoint deployment.
The document discusses cloud computing and Microsoft cloud services. It provides an overview of cloud service providers (CSPs) and the National Institute of Standards and Technology (NIST) cloud computing model. It also discusses Azure pricing models including consumption-based services, user licensing, and subscriptions. Finally, it summarizes Microsoft 365 and Office 365 plans including features, pricing differences between perpetual and subscription licenses, installation and device support for each plan.
This document provides a technical deep dive into Office 365 and Azure Active Directory Connect (Azure AD Connect). It discusses best practices for planning, designing, installing and configuring Azure AD Connect. Key points include:
- Azure AD Connect is the recommended tool for synchronizing on-premises Active Directory with Azure AD.
- Design considerations include high availability options like staging servers and secondary consoles.
- Installation best practices cover prerequisites, service accounts, SQL options, and express vs custom installs.
- Configuration options include OU filtering, username creation, group filtering, and optional features.
- Advanced configuration covers attribute filtering, custom extensions, multi-geo tenants, and self-service password reset.
The document discusses whether OneDrive is enterprise ready. It provides an overview of OneDrive architecture and features, including how it differs from previous sync clients like Groove. It also covers OneDrive administration options through Group Policy, Intune and the SharePoint admin center. The document recommends reading Microsoft blogs and roadmaps to stay updated on OneDrive capabilities and limitations for enterprise use.
This document provides an overview of Microsoft's SharePoint Framework and how it can be used to build extensibility for SharePoint and Microsoft Teams. It highlights how SharePoint Framework extensions can be used to customize the user experience on modern pages. It also discusses how the same SharePoint Framework implementation can be used to build tabs for Microsoft Teams as well as SharePoint pages.
The document provides an overview of Microsoft Teams features and data storage. It discusses how Teams is enabled through Exchange Online, SharePoint Online, OneDrive and Office 365 groups. Conversations are stored in Exchange mailboxes and SharePoint sites. Case scenarios describe challenges migrating to Teams like creating teams in a controlled way and resolving issues during creation like duplicate site collections. Potential problems during migration are also outlined.
Azure provides several options for security and identity management:
- Azure Active Directory allows centralized management of user access and single sign-on across Azure, Office 365, and other cloud apps. It can extend on-premises directories to the cloud.
- Multi-factor authentication protects access using additional verification beyond a password. It can leverage on-premises Active Directory when used with Azure Active Directory.
- Encryption options in Azure help secure data at rest and in transit. These include BitLocker, storage encryption, and application-level encryption.
[Robert Vončina] With SharePoint 2016 there are a few new things that makes configuring SharePoint 2016 for BI a bit more challenging. This session will display how to configure your SharePoint 2016 environment for authentication delegation with Kerberos for different BI tools.
An introduction to the new capabilities in SharePoint 2013 designed to handle new workloads, increase scalability and improve overall application performance
The document discusses strategies for modernizing SharePoint sites from classic to modern experiences. It recommends using the Modernization Scanner to assess sites for classic features no longer supported in modern. It also recommends the Page Transformation Engine to convert pages while preserving content using an XML configuration file. The key aspects of modernization are removing subsites and customizations not supported in modern, and rebuilding the information architecture using new structures like hubs and navigation.
Making sense of Microsoft Identities in a Hybrid worldJason Himmelstein
The document discusses Microsoft identities in a hybrid world. It provides a history of identity management from SharePoint 2003 to the present. Key terminology is defined, including Active Directory, Azure Active Directory, and Azure AD Connect. Active Directory concepts and topology/security considerations are examined. Use cases for identity management scenarios are also explored.
This document discusses hosting SharePoint on Azure. It provides an example reference architecture of a hybrid on-premises and Azure environment for a SharePoint farm. It shows the farm designed across multiple cloud services, with web and application servers in one availability set, database servers in another, and Active Directory in a third. It provides sizing and configuration recommendations for roles and virtual machines in each tier.
[Bert Jansen] Have you been using SharePoint Online and already have many classic team sites? Do you want to transform these sites to modern, group connected, team sites? In this session we'll walk through the typical transformation scenarios that will unblock you on adopting the modern experiences in SharePoint Online.
This document discusses Microsoft's SharePoint Framework and related technologies. It provides an overview of SharePoint Framework capabilities and roadmap, including new features for building tabs and extensions in Teams and Office add-ins. It also discusses the Microsoft Graph, Microsoft Identity services, and using the Fluid Framework with SharePoint.
VMworld 2013: Virtualizing Databases: Doing IT Right VMworld
VMworld 2013
Michael Corey, Ntirety, Inc
Jeff Szastak, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
The document discusses Oracle's Maximum Availability Architecture (MAA) reference architectures for high availability (HA) and data protection on-premises and in hybrid cloud environments. It describes the Bronze, Silver, Gold, and Platinum reference architectures that align Oracle capabilities with different levels of customer service level requirements. It also discusses using Oracle Database Backup Cloud Service for offsite backups and Data Guard/Active Data Guard for disaster recovery to the Oracle Cloud.
- The document discusses various technical considerations for running Exchange in a large environment with over 130,000 mailboxes spread across 132 Exchange servers in multiple data centers. It covers topics like TCP connections, TCP keepalive time, LDAP policies, .NET garbage collection, filtering, and using PowerShell for automation.
- It provides recommendations like setting the TCP keepalive time lower to prevent idle connections, modifying LDAP policies to prevent forced disconnections, monitoring .NET garbage collection, and using server-side filtering in PowerShell for better performance. The goal is to optimize the environment to handle the scale while preventing issues like port exhaustion or server overload.
[Matthew McDermott] This demo filled session will review the latest advances in SharePoint and Office 365 Hybrid Search and Taxonomy. Matthew will demonstrate how to create powerful hybrid search experiences that include SharePoint, File Shares and BCS results both on premises and in Office 365. You will learn what is required for hybrid search and taxonomy configuration and what you should consider when crafting your hybrid search environment so that your end users can find what they seek no matter where it is stored or how it is accessed. Matthew will show how, through the use of a single unified source for your taxonomy, you can create efficiently tag and find content where ever it resides.
Best Practices to SharePoint Architecture Fundamentals NZ & AUSguest7c2e070
This document provides an overview of SharePoint architecture best practices presented by Joel Oleson, an 8-year veteran of SharePoint. It discusses SharePoint logical and physical architecture fundamentals, common mistakes to avoid, and differences between Windows SharePoint Services 3.0 and SharePoint Server 2007. Key concepts covered include web applications, site collections, sites, servers having specific roles, and topology planning based on usage and requirements. The presentation aims to help admins properly plan their SharePoint implementations.
Microsoft Graph provides REST APIs and webhooks to access and connect Microsoft 365 and other organizational data at scale. It enables building custom applications and workflows that extend Microsoft 365 experiences. Data access through Microsoft Graph is designed with data privacy, security, and governance in mind, allowing administrators to control access to organizational data.
This document provides an overview of upgrading to SharePoint 2019. It discusses new features in SharePoint 2019 like modern teams sites and communication sites. It also covers the upgrade process including supported upgrade methods, prerequisites, and post-upgrade steps. The document reviews what is deprecated and removed in SharePoint 2019. It then dives into the farm upgrade process including upgrading service applications and content databases. Finally, it discusses tools, tips, and tricks for upgrades and includes an invitation to upcoming learning events.
Rev Your Engines: SharePoint Performance Best PracticesSPC Adriatics
This document discusses strategies for optimizing SharePoint performance, including:
- Distributing the database and cache across multiple servers to improve scalability and availability.
- Configuring request management to route requests based on rules to balance load and isolate traffic.
- Caching frequently accessed content and data to improve response times.
- Optimizing pages, components, and customizations to reduce page weight and client-side processing.
Site designs and site scripts allow administrators to automatically configure SharePoint sites by defining lists, libraries, fields, and other settings in a reusable template. Site designs can be applied during site creation or to existing sites. They are made up of site scripts, which contain the specific provisioning actions. Site designs support automation of common configurations and enforcement of standards across an organization's SharePoint deployment.
The document discusses cloud computing and Microsoft cloud services. It provides an overview of cloud service providers (CSPs) and the National Institute of Standards and Technology (NIST) cloud computing model. It also discusses Azure pricing models including consumption-based services, user licensing, and subscriptions. Finally, it summarizes Microsoft 365 and Office 365 plans including features, pricing differences between perpetual and subscription licenses, installation and device support for each plan.
This document provides a technical deep dive into Office 365 and Azure Active Directory Connect (Azure AD Connect). It discusses best practices for planning, designing, installing and configuring Azure AD Connect. Key points include:
- Azure AD Connect is the recommended tool for synchronizing on-premises Active Directory with Azure AD.
- Design considerations include high availability options like staging servers and secondary consoles.
- Installation best practices cover prerequisites, service accounts, SQL options, and express vs custom installs.
- Configuration options include OU filtering, username creation, group filtering, and optional features.
- Advanced configuration covers attribute filtering, custom extensions, multi-geo tenants, and self-service password reset.
The document discusses whether OneDrive is enterprise ready. It provides an overview of OneDrive architecture and features, including how it differs from previous sync clients like Groove. It also covers OneDrive administration options through Group Policy, Intune and the SharePoint admin center. The document recommends reading Microsoft blogs and roadmaps to stay updated on OneDrive capabilities and limitations for enterprise use.
This document provides an overview of Microsoft's SharePoint Framework and how it can be used to build extensibility for SharePoint and Microsoft Teams. It highlights how SharePoint Framework extensions can be used to customize the user experience on modern pages. It also discusses how the same SharePoint Framework implementation can be used to build tabs for Microsoft Teams as well as SharePoint pages.
The document provides an overview of Microsoft Teams features and data storage. It discusses how Teams is enabled through Exchange Online, SharePoint Online, OneDrive and Office 365 groups. Conversations are stored in Exchange mailboxes and SharePoint sites. Case scenarios describe challenges migrating to Teams like creating teams in a controlled way and resolving issues during creation like duplicate site collections. Potential problems during migration are also outlined.
Azure provides several options for security and identity management:
- Azure Active Directory allows centralized management of user access and single sign-on across Azure, Office 365, and other cloud apps. It can extend on-premises directories to the cloud.
- Multi-factor authentication protects access using additional verification beyond a password. It can leverage on-premises Active Directory when used with Azure Active Directory.
- Encryption options in Azure help secure data at rest and in transit. These include BitLocker, storage encryption, and application-level encryption.
[Robert Vončina] With SharePoint 2016 there are a few new things that makes configuring SharePoint 2016 for BI a bit more challenging. This session will display how to configure your SharePoint 2016 environment for authentication delegation with Kerberos for different BI tools.
An introduction to the new capabilities in SharePoint 2013 designed to handle new workloads, increase scalability and improve overall application performance
The document discusses strategies for modernizing SharePoint sites from classic to modern experiences. It recommends using the Modernization Scanner to assess sites for classic features no longer supported in modern. It also recommends the Page Transformation Engine to convert pages while preserving content using an XML configuration file. The key aspects of modernization are removing subsites and customizations not supported in modern, and rebuilding the information architecture using new structures like hubs and navigation.
Making sense of Microsoft Identities in a Hybrid worldJason Himmelstein
The document discusses Microsoft identities in a hybrid world. It provides a history of identity management from SharePoint 2003 to the present. Key terminology is defined, including Active Directory, Azure Active Directory, and Azure AD Connect. Active Directory concepts and topology/security considerations are examined. Use cases for identity management scenarios are also explored.
This document discusses hosting SharePoint on Azure. It provides an example reference architecture of a hybrid on-premises and Azure environment for a SharePoint farm. It shows the farm designed across multiple cloud services, with web and application servers in one availability set, database servers in another, and Active Directory in a third. It provides sizing and configuration recommendations for roles and virtual machines in each tier.
[Bert Jansen] Have you been using SharePoint Online and already have many classic team sites? Do you want to transform these sites to modern, group connected, team sites? In this session we'll walk through the typical transformation scenarios that will unblock you on adopting the modern experiences in SharePoint Online.
This document discusses Microsoft's SharePoint Framework and related technologies. It provides an overview of SharePoint Framework capabilities and roadmap, including new features for building tabs and extensions in Teams and Office add-ins. It also discusses the Microsoft Graph, Microsoft Identity services, and using the Fluid Framework with SharePoint.
VMworld 2013: Virtualizing Databases: Doing IT Right VMworld
VMworld 2013
Michael Corey, Ntirety, Inc
Jeff Szastak, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
The document discusses Oracle's Maximum Availability Architecture (MAA) reference architectures for high availability (HA) and data protection on-premises and in hybrid cloud environments. It describes the Bronze, Silver, Gold, and Platinum reference architectures that align Oracle capabilities with different levels of customer service level requirements. It also discusses using Oracle Database Backup Cloud Service for offsite backups and Data Guard/Active Data Guard for disaster recovery to the Oracle Cloud.
This document discusses Cloudera's initiative to make Spark the standard execution engine for Hadoop. It outlines how Spark improves on MapReduce by leveraging distributed memory and having a simpler developer experience. It also describes Cloudera's investments in areas like management, security, scale, and streaming to further Spark's capabilities and make it production-ready. The goal is for Spark to replace MapReduce as the execution engine and for specialized engines like Impala to handle specific workloads, with all sharing the same data, metadata, resource management, and other platform services.
The document discusses Apache Kudu, an open source storage layer for Apache Hadoop that enables fast analytics on fast data. Kudu is designed to fill the gap between HDFS and HBase by providing fast analytics capabilities on fast-changing or frequently updated data. It achieves this through its scalable and fast tabular storage design that allows for both high insert/update throughput and fast scans/queries. The document provides an overview of Kudu's architecture and capabilities, examples of how to use its NoSQL and SQL APIs, and real-world use cases like enabling low-latency analytics pipelines for companies like Xiaomi.
The document summarizes Oracle's SuperCluster engineered system. It provides consolidated application and database deployment with in-memory performance. Key features include Exadata intelligent storage, Oracle M6 and T5 servers, a high-speed InfiniBand network, and Oracle VM virtualization. The SuperCluster enables database as a service with automated provisioning and security for multi-tenant deployment across industries.
24 Hours of PASS, Summit Preview Session: Virtual SQL Server CPUsDavid Klee
This document discusses virtual CPUs and CPU architecture. It begins by explaining how hypervisor resource queues work and how requests for CPU, memory, storage and networking are placed in queues. It then covers physical CPU architecture including cores, sockets, NUMA and memory locality. It discusses how virtual CPUs are scheduled by the hypervisor and ways to measure scheduling pressure. Finally, it provides recommendations for right-sizing virtual machines and balancing workloads to reduce scheduling delays.
This document discusses Oracle's hardware strategy and engineered systems. It highlights Oracle's engineered systems like Exadata, Exalogic, and SPARC SuperCluster which provide extreme performance, efficiency and lower costs compared to traditional systems. It also summarizes new Oracle SPARC server offerings like the SPARC T5-4, T5-8, and M5-32 and their suitability for mission critical Oracle databases and applications.
A Real World Guide to Building Highly Available Fault Tolerant SharePoint FarmsEric Shupps
Building SharePoint farms for development and testing is easy. But building highly available farms to meet enterprise service level agreements that are fault tolerant, scalable and connected to the cloud? Not quite so easy. In this workshop you will learn how to plan, design and implement a highly availability farm architecture based upon proven techniques and practical guidance. You will also discover how to connect on-premise deployments to the cloud, manage security and identity synchronization, correctly configure workflow farms, and prepare your environment for app integration.
This presentation is based on Lawrence To's Maximum Availability Architecture (MAA) Oracle Open World Presentation talking about the latest updates on high availability (HA) best practices across multiple architectures, features and products in Oracle Database 19c. It considers all workloads, OLTP, DWH and analytics, mixed workload as well as on-premises and cloud-based deployments.
Oracle offers several database cloud services including Oracle Database Cloud Service, Oracle Exadata Cloud Service, Oracle Database Backup Service, and Oracle Database Schema Service. These services provide automated infrastructure, database administration, and tools for application development, testing database applications, testing database upgrades, disaster recovery, and a hybrid cloud environment with the same database software both on-premises and in the cloud.
TXLF: Chef- Software Defined Infrastructure Today & TomorrowMatt Ray
The open source configuration management and automation framework Chef is used to configure, deploy and manage infrastructure of every sort. In addition to managing Linux, Windows and many other operating systems; Chef may be used to manage network hardware and storage systems. This session will provide an overview of the concepts and capabilities of Chef and discuss upcoming projects and how they fit into the Chef ecosystem.
Critical Attributes for a High-Performance, Low-Latency DatabaseScyllaDB
This document discusses the attributes of a high-performance, low-latency database like ScyllaDB. It begins with introductions and an overview of ScyllaDB. It then summarizes how hardware has evolved over 20 years with more cores, memory, and faster disks. ScyllaDB was redesigned from first principles to take advantage of modern hardware, using an asynchronous, shared-nothing architecture with one shard per core. This allows it to achieve significantly higher performance than Cassandra. The document shows benchmark results demonstrating ScyllaDB's lower latencies and ability to scale to higher throughput. It also discusses how ScyllaDB uses workload prioritization to manage different types of workloads.
Oracle Database Appliance Portfolio overview. #ODA @OralceODA.
This deck will show the benefits of the ODA as your Engineered System best optimised to run the Oracle Database.
To learn more contact: [email protected]
(ODA Account Manager- UK Market)
Deep Dive into Spark SQL with Advanced Performance Tuning with Xiao Li & Wenc...Databricks
Spark SQL is a highly scalable and efficient relational processing engine with ease-to-use APIs and mid-query fault tolerance. It is a core module of Apache Spark. Spark SQL can process, integrate and analyze the data from diverse data sources (e.g., Hive, Cassandra, Kafka and Oracle) and file formats (e.g., Parquet, ORC, CSV, and JSON). This talk will dive into the technical details of SparkSQL spanning the entire lifecycle of a query execution. The audience will get a deeper understanding of Spark SQL and understand how to tune Spark SQL performance.
Scaling Spark Workloads on YARN - Boulder/Denver July 2015Mac Moore
Hortonworks Presentation at The Boulder/Denver BigData Meetup on July 22nd, 2015. Topic: Scaling Spark Workloads on YARN. Spark as a workload in a multi-tenant Hadoop infrastructure, scaling, cloud deployment, tuning.
Cloudera Impala - Las Vegas Big Data Meetup Nov 5th 2014cdmaxime
Maxime Dumas gives a presentation on Cloudera Impala, which provides fast SQL query capability for Apache Hadoop. Impala allows for interactive queries on Hadoop data in seconds rather than minutes by using a native MPP query engine instead of MapReduce. It offers benefits like SQL support, improved performance of 3-4x up to 90x faster than MapReduce, and flexibility to query existing Hadoop data without needing to migrate or duplicate it. The latest release of Impala 2.0 includes new features like window functions, subqueries, and spilling joins and aggregations to disk when memory is exhausted.
Using Kafka and Kudu for fast, low-latency SQL analytics on streaming dataMike Percy
The document discusses using Kafka and Kudu for low-latency SQL analytics on streaming data. It describes the challenges of supporting both streaming and batch workloads simultaneously using traditional solutions. The authors propose using Kafka to ingest data and Kudu for structured storage and querying. They demonstrate how this allows for stream processing, batch processing, and querying of up-to-second data with low complexity. Case studies from Xiaomi and TPC-H benchmarks show the advantages of this approach over alternatives.
Apache Spark for RDBMS Practitioners: How I Learned to Stop Worrying and Lov...Databricks
This talk is about sharing experience and lessons learned on setting up and running the Apache Spark service inside the database group at CERN. It covers the many aspects of this change with examples taken from use cases and projects at the CERN Hadoop, Spark, streaming and database services. The talks is aimed at developers, DBAs, service managers and members of the Spark community who are using and/or investigating “Big Data” solutions deployed alongside relational database processing systems. The talk highlights key aspects of Apache Spark that have fuelled its rapid adoption for CERN use cases and for the data processing community at large, including the fact that it provides easy to use APIs that unify, under one large umbrella, many different types of data processing workloads from ETL, to SQL reporting to ML.
Spark can also easily integrate a large variety of data sources, from file-based formats to relational databases and more. Notably, Spark can easily scale up data pipelines and workloads from laptops to large clusters of commodity hardware or on the cloud. The talk also addresses some key points about the adoption process and learning curve around Apache Spark and the related “Big Data” tools for a community of developers and DBAs at CERN with a background in relational database operations.
Cask Webinar
Date: 08/10/2016
Link to video recording: https://www.youtube.com/watch?v=XUkANr9iag0
In this webinar, Nitin Motgi, CTO of Cask, walks through the new capabilities of CDAP 3.5 and explains how your organization can benefit.
Some of the highlights include:
- Enterprise-grade security - Authentication, authorization, secure keystore for storing configurations. Plus integration with Apache Sentry and Apache Ranger.
- Preview mode - Ability to preview and debug data pipelines before deploying them.
- Joins in Cask Hydrator - Capabilities to join multiple data sources in data pipelines
- Real-time pipelines with Spark Streaming - Drag & drop real-time pipelines using Spark Streaming.
- Data usage analytics - Ability to report application usage of data sets.
- And much more!
Organizations struggle to protect sensitive data as employees use unsanctioned apps and cloud services, and many have accidentally shared sensitive information. Microsoft Information Protection provides a unified approach across devices, apps, and cloud services to discover, classify, and protect sensitive data using labels and policies, and to monitor for data risks and policy violations. The solution includes capabilities for Office 365, Windows, and Azure to help secure data across its locations and in use.
The document discusses various options for integrating on-premises Active Directory environments with Azure Active Directory and Office 365. It compares moving user accounts directly to the cloud versus syncing from an on-premises Active Directory forest. It also examines the use of federation through AD FS versus migrating mailboxes to a hybrid configuration. Different considerations are outlined depending on whether user accounts exist in one or two separate on-premises forests.
This document discusses Microsoft Flow and how it can be used for business automation. It introduces Ahmad Najjar, a Microsoft Flow expert, and outlines Flow's capabilities including scheduled, automated, and business process flows. Flow allows both power users and developers to automate tasks and integrate various Microsoft applications and services through connectors.
The document contains an agenda for a conference with topics related to SharePoint, Microsoft Graph, and Office 365. The agenda includes sessions on SharePoint Framework, building portals, provisioning assets, Azure Functions, and Microsoft Graph. Breaks are scheduled between sessions. Speaker bios are also included at the end.
This document discusses infrastructure as code using ARM templates and DSC to configure and deploy Azure and SharePoint resources. ARM templates define the desired end state of an environment using JSON files, while DSC (desired state configuration) ensures servers are configured as specified and monitors for drift. Using ARM and DSC together allows for one-click deployments, customized UIs, and defining non-configuration scenarios. The document also describes using DSC at scale with a pull server, extracting configurations from existing environments, and integrating configurations with Azure DevOps for application lifecycles.
The document discusses Microsoft's cybersecurity reference architecture and how it can help protect organizations by protecting access at the front door, detecting and remediating attacks, and protecting data anywhere through solutions like identity management, threat protection, information protection, and advanced security monitoring. It provides examples of how conditional access policies and user risk assessments can help secure access to applications and detects anomalies and threats across on-premises, cloud, and mobile environments. The reference architecture leverages solutions from Enterprise Mobility and Security to classify and label sensitive data and monitor for policy violations to help organizations discover, protect, and govern their most important information throughout its lifecycle.
This document provides an overview and summary of Microsoft Graph and related cognitive services. It begins with an introduction to why Microsoft Graph is important and then outlines the agenda which includes announcements from Ignite and Build conferences, getting started tools and resources, API highlights and demos, and next steps. It then dives into each section providing more details on Microsoft Graph capabilities and integrations, cognitive services like LUIS and custom vision, SDKs and libraries, authentication, permissions, and data security best practices. Live demos are also provided to showcase Microsoft Graph functionality and tools.
The document describes an approval flow for creating groups in Azure. It involves the following steps:
1) A user fills out a request form with details like group name and privacy settings.
2) The approval flow is started for the selected request.
3) The flow looks up the user's manager and sends an approval email.
4) The manager can then accept or reject the request. If rejected, the sender gets a denial email. If accepted, an Azure Function is triggered to create the group with the specified properties and owner. The flow then sends notifications.
The document discusses the evolution of computing from mainframes to personal computers to the internet and mobile devices. It notes that conversational interfaces are the future, with natural language interactions between people and technology through various channels like apps, browsers, and IoT. Conversational AI uses artificial intelligence to power natural conversations between humans and computers.
This document compares the features of Teams meetings and Teams Live Events. Teams meetings support up to 250 attendees and allow full audience participation through features like Yammer and Q&A. Live Events support up to 10,000 attendees, provide attendance reports, and allow producers to select which participants appear on screen. Live Events also have additional capabilities for screen sharing, recording, caching and geo-location not available in standard Teams meetings.
The document outlines a vision and roadmap for content creation and communication across the 1990s, 2000s, 2010s, and 2020s. Key milestones and initiatives are listed by quarter for 2019 through 2022, with the goal of combining Microsoft Teams and a minimal intranet using available features like tabs, bots, and SharePoint communication sites.
This document discusses modernizing classic SharePoint sites. It provides information on upgrading lists and libraries to support modern features like responsive design, improved speed and branding. It also covers transforming classic wiki pages and publishing pages to the modern experience using tools that can analyze usage and automatically generate equivalent modern pages across sites.
The document outlines an agenda for a conference with sessions on SharePoint Framework, building portals, transforming classic experiences, provisioning assets, using Azure Functions, view formatting, and Microsoft Graph. There will be two breaks split between morning and afternoon sessions. Speakers will cover topics ranging from solution architecture to development tools and platforms.
Microsoft 365 is a productivity service that brings together Office, Windows, and enterprise mobility and security. It focuses on collaboration and puts people at the center rather than devices. The document outlines ways that developers can build experiences across Microsoft 365 applications like Teams, Outlook, Office apps, and Windows 10 to enhance collaboration and productivity. These include using bots, adaptive cards, add-ins, the Microsoft Graph, and web parts.
F-Secure Freedome VPN 2025 Crack Plus Activation New Versionsaimabibi60507
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Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdfTechSoup
In this webinar we will dive into the essentials of generative AI, address key AI concerns, and demonstrate how nonprofits can benefit from using Microsoft’s AI assistant, Copilot, to achieve their goals.
This event series to help nonprofits obtain Copilot skills is made possible by generous support from Microsoft.
What You’ll Learn in Part 2:
Explore real-world nonprofit use cases and success stories.
Participate in live demonstrations and a hands-on activity to see how you can use Microsoft 365 Copilot in your own work!
Landscape of Requirements Engineering for/by AI through Literature ReviewHironori Washizaki
Hironori Washizaki, "Landscape of Requirements Engineering for/by AI through Literature Review," RAISE 2025: Workshop on Requirements engineering for AI-powered SoftwarE, 2025.
Societal challenges of AI: biases, multilinguism and sustainabilityJordi Cabot
Towards a fairer, inclusive and sustainable AI that works for everybody.
Reviewing the state of the art on these challenges and what we're doing at LIST to test current LLMs and help you select the one that works best for you
TestMigrationsInPy: A Dataset of Test Migrations from Unittest to Pytest (MSR...Andre Hora
Unittest and pytest are the most popular testing frameworks in Python. Overall, pytest provides some advantages, including simpler assertion, reuse of fixtures, and interoperability. Due to such benefits, multiple projects in the Python ecosystem have migrated from unittest to pytest. To facilitate the migration, pytest can also run unittest tests, thus, the migration can happen gradually over time. However, the migration can be timeconsuming and take a long time to conclude. In this context, projects would benefit from automated solutions to support the migration process. In this paper, we propose TestMigrationsInPy, a dataset of test migrations from unittest to pytest. TestMigrationsInPy contains 923 real-world migrations performed by developers. Future research proposing novel solutions to migrate frameworks in Python can rely on TestMigrationsInPy as a ground truth. Moreover, as TestMigrationsInPy includes information about the migration type (e.g., changes in assertions or fixtures), our dataset enables novel solutions to be verified effectively, for instance, from simpler assertion migrations to more complex fixture migrations. TestMigrationsInPy is publicly available at: https://github.com/altinoalvesjunior/TestMigrationsInPy.
How to Batch Export Lotus Notes NSF Emails to Outlook PST Easily?steaveroggers
Migrating from Lotus Notes to Outlook can be a complex and time-consuming task, especially when dealing with large volumes of NSF emails. This presentation provides a complete guide on how to batch export Lotus Notes NSF emails to Outlook PST format quickly and securely. It highlights the challenges of manual methods, the benefits of using an automated tool, and introduces eSoftTools NSF to PST Converter Software — a reliable solution designed to handle bulk email migrations efficiently. Learn about the software’s key features, step-by-step export process, system requirements, and how it ensures 100% data accuracy and folder structure preservation during migration. Make your email transition smoother, safer, and faster with the right approach.
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AgentExchange is Salesforce’s latest innovation, expanding upon the foundation of AppExchange by offering a centralized marketplace for AI-powered digital labor. Designed for Agentblazers, developers, and Salesforce admins, this platform enables the rapid development and deployment of AI agents across industries.
Email: [email protected]
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How can one start with crypto wallet development.pptxlaravinson24
This presentation is a beginner-friendly guide to developing a crypto wallet from scratch. It covers essential concepts such as wallet types, blockchain integration, key management, and security best practices. Ideal for developers and tech enthusiasts looking to enter the world of Web3 and decentralized finance.
Meet the Agents: How AI Is Learning to Think, Plan, and CollaborateMaxim Salnikov
Imagine if apps could think, plan, and team up like humans. Welcome to the world of AI agents and agentic user interfaces (UI)! In this session, we'll explore how AI agents make decisions, collaborate with each other, and create more natural and powerful experiences for users.
Secure Test Infrastructure: The Backbone of Trustworthy Software DevelopmentShubham Joshi
A secure test infrastructure ensures that the testing process doesn’t become a gateway for vulnerabilities. By protecting test environments, data, and access points, organizations can confidently develop and deploy software without compromising user privacy or system integrity.
Exploring Wayland: A Modern Display Server for the FutureICS
Wayland is revolutionizing the way we interact with graphical interfaces, offering a modern alternative to the X Window System. In this webinar, we’ll delve into the architecture and benefits of Wayland, including its streamlined design, enhanced performance, and improved security features.
Exceptional Behaviors: How Frequently Are They Tested? (AST 2025)Andre Hora
Exceptions allow developers to handle error cases expected to occur infrequently. Ideally, good test suites should test both normal and exceptional behaviors to catch more bugs and avoid regressions. While current research analyzes exceptions that propagate to tests, it does not explore other exceptions that do not reach the tests. In this paper, we provide an empirical study to explore how frequently exceptional behaviors are tested in real-world systems. We consider both exceptions that propagate to tests and the ones that do not reach the tests. For this purpose, we run an instrumented version of test suites, monitor their execution, and collect information about the exceptions raised at runtime. We analyze the test suites of 25 Python systems, covering 5,372 executed methods, 17.9M calls, and 1.4M raised exceptions. We find that 21.4% of the executed methods do raise exceptions at runtime. In methods that raise exceptions, on the median, 1 in 10 calls exercise exceptional behaviors. Close to 80% of the methods that raise exceptions do so infrequently, but about 20% raise exceptions more frequently. Finally, we provide implications for researchers and practitioners. We suggest developing novel tools to support exercising exceptional behaviors and refactoring expensive try/except blocks. We also call attention to the fact that exception-raising behaviors are not necessarily “abnormal” or rare.
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This presentation explores code comprehension challenges in scientific programming based on a survey of 57 research scientists. It reveals that 57.9% of scientists have no formal training in writing readable code. Key findings highlight a "documentation paradox" where documentation is both the most common readability practice and the biggest challenge scientists face. The study identifies critical issues with naming conventions and code organization, noting that 100% of scientists agree readable code is essential for reproducible research. The research concludes with four key recommendations: expanding programming education for scientists, conducting targeted research on scientific code quality, developing specialized tools, and establishing clearer documentation guidelines for scientific software.
Presented at: The 33rd International Conference on Program Comprehension (ICPC '25)
Date of Conference: April 2025
Conference Location: Ottawa, Ontario, Canada
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Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...Ranjan Baisak
As software complexity grows, traditional static analysis tools struggle to detect vulnerabilities with both precision and context—often triggering high false positive rates and developer fatigue. This article explores how Graph Neural Networks (GNNs), when applied to source code representations like Abstract Syntax Trees (ASTs), Control Flow Graphs (CFGs), and Data Flow Graphs (DFGs), can revolutionize vulnerability detection. We break down how GNNs model code semantics more effectively than flat token sequences, and how techniques like attention mechanisms, hybrid graph construction, and feedback loops significantly reduce false positives. With insights from real-world datasets and recent research, this guide shows how to build more reliable, proactive, and interpretable vulnerability detection systems using GNNs.
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12. Basic (Non-HA) Farm Architecture
WFE
SharePoint Server 2013
Front-end Server
SQL Server 2012 SP2 (2014) PowerPivot Add-In
SQL Server 2012 SP2 (2014) Reporting Services Add-In
APP
SharePoint Server 2013
Application Server
Excel Services Service Application
SQL Server 2012 SP2 (2014) PowerPivot Service Application
SQL Server 2012 SP2 (2014) PowerPivot Add-In
SQL Server 2012 SP2 (2014) Reporting Services Service Application
SQL Server 2012 SP2 (2014) Reporting Services Add-In
WAC
Office Web Apps 2013 Server
SQL
SQL Server 2012 SP2+ (2014)
Database Engine
All Databases and Roles
SQL Server Analysis Services for SharePoint (PowerPivot)
WFM
Workflow Manager Server
13. Basic SharePoint HA Farm
Virtual Host A Virtual Host B
SQL Server installed and configured to support SQL AlwaysOn Availability Groups.
WFE01
SharePoint 2013
Front-end Server
APP01
SharePoint 2013
Application Server
SQL01
SQL Server 2012 SP1+
All Databases and Roles
WFE02
SharePoint 2013
Front-end Server
APP02
SharePoint 2013
Application Server
SQL02
SQL Server 2012 SP1+
All Databases and Roles
F5 BigIP
Network Load Balancer
WFM01
Workflow
Manager
Server
WFM03
Workflow
Manager
Server
WFM02
Workflow
Manager
Server
wfm.<domain>.com
WSFC01
SQLAGL01
WAC01
Office Web Apps 2013
Server
WAC02
Office Web Apps 2013
Server
wac.<domain>.com
• JUSTSharePoint
• Iseverythingonthisdiagram‘highly
available’?
• Whataboutinfrastructure?
• VM Hosts
• Active Directory
• DNS
• WSFC witness (file share)
• Load balancer
• Firewall
14. Farms
• Hot (MTTR < 1 hr) $$$$$$
• Automatic failover
• Fully-configured and operational secondary farm
• Isolated system& service application databases
• Mounted (read-only) content databases
• Warm (MTTR < 4 hrs) $$$$
• Manual failover
• Same as HOT except: optional service application databases, availableunmounted content databases
• Cold (MTTR < 24 hrs) $$
• Manual failover
• Pre-configured farmcomponents in standby state
15. Databases
• SynchronousReplicas
• All databases in production data center
• AsynchronousReplicas
• Content databases between data centers (R/O Hot Mounted, R/W
WarmUnmounted)
• Unreplicated
• Search
• User Profiles
• Usage and Health
16. Database Considerations
• Performance
• I/O (disk, network) is critical for sync replicas
• Spread availability groups across clusters
• Stagger primary and secondary nodes
• DataIntegrity
• WAN latency can lead to data loss in async replicas
• Limit inter-farm, non-replication traffic
• Monitor replica states
Availability Group 2
Availability Group 2
24. ASR Deployment Planning is Key
• Estimatenetworkbandwidthrequiredfor initial anddeltareplication
• IdentifyAzurestoragetype(standardor premium) required
• Estimatethetotal number ofConfigurationandProcessServers
• Estimateadditional on-premisesstoragerequirementfor Hyper-Vworkloads
• VerifymachineeligibilitybasedonInteropMatrixandlimitations
• Profilesourcevirtual machinewithoutanyimpacttotheproductionworkload
Interoperability
Capacity Planner
25. Azure Site Recovery- Getting Started
• Create Resource Group(s)
• Create Storage
• Create Availability Sets
• No managed disks
• Create Networking
• Create Recovery Vault
• Create Azure Traffic Manager
Create using ARM
Template
Create using ARM
Template
Create using ARM
Template
Create using ARM
Template
Create using ARM
Template
Create using ARM
Template
or PowerShell…
26. Getting Started
Contoso
spc18.pcdemo.net
asr-spc18.pcdemo.net
Traffic Manager
spApp-TierspWeb-Tier spSQL-
Content
spSQL-
Services
Domain
Controllers
DNS CNAME
spc18.pcdemo.net
spc18-vip.pcdemo.net
Availability
set
Azure load
balancer
Availability
set
Availability
set
Azure load
balancer
Availability
set
Azure load
balancer
Virtual Network
Production
Virtual Network
ASR-Test
spWeb
subnet
spApp
subnet
SQL
Content
subnet
SQL
Services
subnet
spManage
spJump-01
ASR-Jump-01
ASR
NLB
Request
spc18.trafficmanager.net
Production
NLB
asr-spc18.pcdemo.net
asr-spc18.pcdemo.net
31. From this…
Contoso
spc18.pcdemo.net
asr-spc18.pcdemo.net
Traffic Manager
spApp-TierspWeb-Tier spSQL-
Content
spSQL-
Services
Domain
Controllers
DNS CNAME
spc18.pcdemo.net
spc18-vip.pcdemo.net
Availability
set
Azure load
balancer
Availability
set
Availability
set
Azure load
balancer
Availability
set
Azure load
balancer
Virtual Network
Production
Virtual Network
ASR-Test
spWeb
subnet
spApp
subnet
SQL
Content
subnet
SQL
Services
subnet
spManage
spJump-01
ASR-Jump-01
ASR
NLB
Request
spc18.trafficmanager.net
Production
NLB
asr-spc18.pcdemo.net
asr-spc18.pcdemo.net
32. Post Failover Architecture
Traffic Manager
spApp-TierspWeb-Tier spSQL-
Content
spSQL-
Services
Domain
Controllers
DNS CNAME
spc18.pcdemo.net
Availability
set
Azure load
balancer
Azure load
balancer
Azure load
balancer
Virtual Network
ProductionspWeb
subnet
spApp
subnet
SQL
Content
subnet
SQL
Services
subnet
spManage
spJump-01
ASR
NLB
Request
spc18.trafficmanager.net
Production
NLB
asr-spc18.pcdemo.net
asr-spc18.pcdemo.net
spWeb-01
spWeb-02
Availability
set
spApp-01
spApp-02
Availability
set
sql-c-01
sql-c-02
Availability
set
sql-s-01
sql-s-02
spWeb-03
33. SQL Architecture for SP2016
Windows Server
Failover Cluster Primary Data Center Azure
Node 1 Node 2 Node 3
Secondary
Replica
Secondary
Replica
Primary Replica
Secondary
Replica
Primary Replica
Default Instance Default Instance Default Instance
Availability Group: AG_spContent
Group Listener: LSN_spContent
Availability Group: AG_spServices
Group Listener: LSN_spServices
Synchronous
Synchronous
Asynchronous
34. Overview- Expensive
Traffic Manager
DNS CNAME
spc18.pcdemo.net
Request
spc18.trafficmanager.net
asr-spc18.pcdemo.net
spc18-vip.pcdemo.net
spc18.pcdemo.net
ASR / AD Replication
SQL Always On
Content
ASR Replication
ASR Replication
On-Premises Azure
ASR Replication
Services
35. SQL Overview- Expensive
Windows Server
Failover Cluster Primary Data Center Azure
Node 1 Node 2 Node 3
Secondary
Replica
Secondary
Replica
Primary Replica
Secondary
Replica
Primary Replica
Default Instance Default Instance Default Instance
Availability Group: AG_spContent
Group Listener: LSN_spContent
Availability Group: AG_spServices
Group Listener: LSN_spServices
Synchronous
Synchronous
Asynchronous
Node 4
Secondary
Replica
Default Instance
Asynchronous
36. Overview- Thrifty
Traffic Manager
DNS CNAME
spc18.pcdemo.net
Request
spc18.trafficmanager.net
asr-spc18.pcdemo.net
spc18-vip.pcdemo.net
spc18.pcdemo.net
ASR / AD Replication
ASR Replication
ASR Replication
ASR Replication
On-Premises Azure