The focus of this document is to highlight early threat detection by using Splunk Enterprise and proactively start a cyber resilience workflow in response to a cyberattack or malicious user action. The workflow uses IBM® Copy Services Manager (CSM) as orchestration software to invoke the IBM FlashSystem® storage Safeguarded Copy function, which creates an immutable copy of the data in an air-gapped form on the same IBM FlashSystem Storage for isolation and eventual quick recovery. This document explains the steps that are required to enable and forward IBM FlashSystem audit logs and set a Splunk forwarder configuration to forward local event logs to Splunk Enterprise. This document also describes how to create various alerts in Splunk Enterprise to determine a threat, and configure and invoke an appropriate response to the detected threat in Splunk Enterprise. This document explains the lab setup configuration steps that are involved in configuring various components like Splunk Enterprise, Splunk Enterprise config files for custom apps, IBM CSM, and IBM FlashSystem Storage. The last steps in the lab setup section demonstrate the automated Safeguarded Copy creation and validation steps. This document also describes brief steps for configuring various components and integrating them. This document demonstrates a use case for protecting a Microsoft SQL database (DB) volume that is created on IBM FlashSystem Storage. When a threat is detected on the Microsoft SQL DB volume, Safeguarded Copy starts on an IBM FlashSystem Storage volume. The Safeguarded Copy creates an immutable copy of the data, and the same data volume can be recovered or restored by using IBM CSM. This publication does not describe the installation procedures for Splunk Enterprise, Splunk Forwarder for IBM CSM, th Microsoft SQL server, or the IBM FlashSystem Storage setup. It is assumed that the reader of the book has a basic understanding of system, Windows, and DB administration; storage administration; and has access to the required software and documentation that is used in this document.

The focus of this Blueprint publication is to highlight the early threat detection capabilities of IBM® QRadar® and to show how to proactively start a cyber-resilience workflow in response to a cyberattack or malicious user actions. The workflow uses IBM's Copy Services Manager as orchestration software to start IBM Spectrum Virtualize for Public Cloud (SV4PC) Safeguarded Copy functions. The IBM SV4PC Safeguarded Copy function creates an immutable copy of the data in an air-gapped form on the same IBM SV4PC on Azure for isolation and eventual quick recovery. This document describes the steps that are involved to enable and forward IBM SV4PC audit logs to IBM QRadar. It also describes how to create various rules to determine a threat, and configure and start a suitable response to the detected threat in IBM QRadar. This document also explains how to register a storage system and create a scheduled task by using IBM Copy Services Manager. Finally, this document also describes deploying IBM QRadar and SV4PC on Azure. A use case for protecting the MS SQL database (DB) volume that was created on IBM SV4PC is included. Upon threat detection on a database volume, Safeguarded Copy is started for IBM SV4PC volume. The Safeguarded Copy creates an immutable copy of the data. The same data volume can be recovered or restored by using IBM's Copy Services Manager.

Big data solutions enable us to change how we do business by exploiting previously unused sources of information in ways that were not possible just a few years ago. In IBM® Smarter Planet® terms, big data helps us to change the way that the world works. The purpose of this IBM RedpaperTM publication is to consider the performance and capacity implications of big data solutions, which must be taken into account for them to be viable. This paper describes the benefits that big data approaches can provide. We then cover performance and capacity considerations for creating big data solutions. We conclude with what this means for big data solutions, both now and in the future. Intended readers for this paper include decision-makers, consultants, and IT architects.

The document describes the configuration and end-to-end architecture for configuring the logical air-gap solution for cyber resiliency using IBM® Spectrum Virtualize for Public Cloud (SV4PC) on Azure, IBM Spectrum® Virtualize Safeguarded Copy, and IBM FlashSystem®. This blueprint guide provides the following information: • A solutions architecture and related solution configuration workflows, with the following essential software and hardware components: – IBM FlashSystem – IBM Spectrum Virtualize for Public Cloud on Azure – IBM Copy Services Manager • Detailed technical configuration steps for building the cyber resiliency solutions This technical report does not provide performance analysis from a user perspective or replace any official IBM manuals or documents. This technical paper assumes that the reader is familiar with the following areas: • Basic kowledge of IBM FlashSystem • Azure Cloud fundamentals • Hybrid Cloud network connectivity • IBM Copy Services Manager

The document describes the configuration and end-to-end architecture for configuring the logical air-gap solution for cyber resiliency using IBM® Spectrum Virtualize for Public Cloud (SV4PC) on Azure, IBM Spectrum® Virtualize Safeguarded Copy, and IBM FlashSystem®. This blueprint guide provides the following information: • A solutions architecture and related solution configuration workflows, with the following essential software and hardware components: - IBM FlashSystem - IBM Spectrum Virtualize for Public Cloud on Azure - IBM Copy Services Manager • Detailed technical configuration steps for building the cyber resiliency solutions This technical report does not provide performance analysis from a user perspective or replace any official IBM manuals or documents. This technical paper assumes that the reader is familiar with the following areas: • Basic kowledge of IBM FlashSystem • Azure Cloud fundamentals • Hybrid Cloud network connectivity • IBM Copy Services Manager.

This IBM® blueprint publication focuses on early threat detection within a database environment by using IBM Security® Guardium® Data Protection and IBM QRadar® . It also highlights how to proactively start a cyber resilience workflow in response to a cyberattack or potential malicious user actions. The workflow that is presented here uses IBM Copy Services Manager as orchestration software to start IBM FlashSystem® Safeguarded Copy functions. The Safeguarded Copy creates an immutable copy of the data in an air-gapped form on the same IBM FlashSystem for isolation and eventual quick recovery. This document describes how to enable and forward Oracle database user activities (by using IBM Security Guardium Data Protection) and IBM FlashSystem audit logs by using IBM FlashSystem to IBM QRadar. This document also describes how to create various rules to determine a threat, and configure and launch a suitable response to the detected threat in IBM QRadar. The document also outlines the steps that are involved to create a Scheduled Task by using IBM Copy Services Manager with various actions.

The focus of this blueprint is to highlight early threat detection by IBM® QRadar® and to proactively start a cyber resilience workflow in response to a cyberattack or malicious user actions. The workflow uses IBM Copy Services Manager (CSM) as orchestration software to start IBM DS8000® Safeguarded Copy functions. The Safeguarded Copy creates an immutable copy of the data in an air-gapped form on the same DS8000 system for isolation and eventual quick recovery. This document also explains the steps that are involved to enable and forward IBM DS8000 audit logs to IBM QRadar. It also discusses how to use create various rules to determine a threat, and configure and start a suitable response to the detected threat in IBM QRadar. Finally, this document explains how to register a storage system and create a Scheduled Task by using CSM.

The focus of this document is to demonstrate an early threat detection by using IBM® QRadar® and the Safeguarded Copy feature that is available as part of IBM FlashSystem® and IBM SAN Volume Controller. Such early detection protects and quickly recovers the data if a cyberattack occurs. This document describes integrating IBM FlashSystem audit logs with IBM QRadar, and the configuration steps for IBM FlashSystem and IBM QRadar. It also explains how to use the IBM QRadar's device support module (DSM) editor to normalize events and assign IBM QRadar identifier (QID) map to the events. Post IBM QRadar configuration, we review configuring Safeguarded Copy on the application volumes by using volume groups and applying Safeguarded backup polices on the volume group. Finally, we demonstrate the use of orchestration software IBM Copy Services Manager to start a recovery, restore operations for data restoration on online volumes, and start a backup of data volumes.

The ability to conceptualize an economic problem verbally, to formulate it as a mathematical model, and then represent the mathematics in software so that the model can be solved on a computer is a crucial skill for economists. Computational Economics contains well-known models--and some brand-new ones--designed to help students move from verbal to mathematical to computational representations in economic modeling. The authors' focus, however, is not just on solving the models, but also on developing the ability to modify them to reflect one's interest and point of view. The result is a book that enables students to be creative in developing models that are relevant to the economic problems of their times. Unlike other computational economics textbooks, this book is organized around economic topics, among them macroeconomics, microeconomics, and finance. The authors employ various software systems--including MATLAB, Mathematica, GAMS, the nonlinear programming solver in Excel, and the database systems in Access--to enable students to use the most advantageous system. The book progresses from relatively simple models to more complex ones, and includes appendices on the ins and outs of running each program. The book is intended for use by advanced undergraduates and professional economists and even, as a first exposure to computational economics, by graduate students. Organized by economic topics Progresses from simple to more complex models Includes instructions on numerous software systems Encourages customization and creativity

This IBM® RedpaperTM publication is intended as an architecture and configuration guide to set up the IBM System StorageTM for the SAP HANA tailored data center integration (SAP HANA TDI) within a storage area network (SAN) environment. SAP HANA TDI allows the SAP customer to attach external storage to the SAP HANA server. The paper also describes the setup and configuration of SAP Landscape Management for SAP HANA systems on IBM infrastructure components: IBM Power Systems and IBM Storage based on IBM Spectrum® Virtualize. This document is written for IT technical specialists and architects with advanced skill levels on SUSE Linux Enterprise Server or Red Hat Enterprise Linux (RHEL) and IBM System Storage. This document provides the necessary information to select, verify, and connect IBM System Storage to the SAP HANA server through a Fibre Channel-based SAN. The recommendations in this Blueprint apply to single-node and scale-out configurations, and Intel and IBM Power based SAP HANA systems.