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	<title>Whitepaper Archives - Crossjoin</title>
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		<title>Dependable Systems</title>
		<link>https://www.crossjoin.pt/dependable-system/</link>
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		<dc:creator><![CDATA[crossjoin]]></dc:creator>
		<pubDate>Tue, 14 Jan 2025 10:07:00 +0000</pubDate>
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					<description><![CDATA[<p>The post <a href="https://www.crossjoin.pt/dependable-system/">Dependable Systems</a> appeared first on <a href="https://www.crossjoin.pt">Crossjoin</a>.</p>
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		<h1>Building Dependable IT Systems</h1>
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		<h3><strong>About Crossjoin</strong></h3>
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		<p class="article-editor-content__paragraph">In today’s technology-driven world, ensuring reliable, efficient, and secure IT systems is paramount to business success. Crossjoin Solutions, with over 15 years of industry experience and partnerships with more than 30 international customers, specializes in Dependable Systems Engineering (DSE)—a comprehensive approach to creating Dependable IT systems.</p>
<p class="article-editor-content__paragraph article-editor-content__has-focus">With a strong presence in Tier 1 Telecommunications and Financial Services companies, Crossjoin guarantees the fast, reliable, and secure operation of IT systems, where every millisecond counts. This white paper delves into the concept of Dependable Systems Engineering, its critical significance, and how Crossjoin’s methodologies enable businesses to optimize performance while achieving operational excellence.</p>
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		<h3><strong>Executive Summary</strong></h3>
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		<p><span style="font-weight: 400;">Managing Non-Functional Requirements (NFRs) effectively is critical to the success of IT systems and programs. While functional requirements often dominate project budgeting and planning, neglecting NFRs can lead to serious issues such as poor performance, security vulnerabilities, and system unreliability—ultimately compromising the intended business outcomes.</span></p>
<p><span style="font-weight: 400;">This white paper emphasizes the importance of proactively addressing NFRs throughout the project lifecycle. Crossjoin Solutions’ Dependable Systems Engineering (DSE) approach balances proactive and reactive strategies to optimize system performance, security, scalability, and cost efficiency. DSE ensures operational excellence and alignment with business goals by integrating key elements such as performance management, observability, and structured methodologies.</span></p>
<p><span style="font-weight: 400;">Crossjoin brings a proven Performance Management Framework (PMF) to guide organizations in transitioning from reactive problem-solving to proactive management. This framework resolves immediate issues and drives long-term improvements in processes, team structures, and technology usage.</span></p>
<p><span style="font-weight: 400;">Crossjoin’s holistic approach to DSE delivers tangible benefits: reduced operational costs, improved system reliability, enhanced customer experience, and alignment of IT capabilities with strategic business objectives. By following the principles outlined in this white paper, organizations can transform their IT systems into reliable, secure, and efficient enablers of business success.</span></p>
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		<h3><strong>What are Non-Functional Requirements (NFRs)?</strong></h3>
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		<p><span style="font-weight: 400;">Non-Functional Requirements (NFRs) are essential for IT systems success, even though they are not directly tied to business functions. Key NFRs include:</span></p>
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<li aria-level="1"><span style="color: #e61d30;"><strong>Response time: </strong></span><span style="font-weight: 400;">Ensuring systems performance enables them to respond quickly and meet business KPIs.</span></li>
<li aria-level="1"><span style="color: #e61d30;"><b>Uptime assurance:</b></span> <span style="font-weight: 400;">Maximizing reliability and minimizing failures.</span></li>
<li aria-level="1"><span style="color: #e61d30;"><b>Security: </b></span><span style="font-weight: 400;">Safeguarding systems and data against vulnerabilities and breaches.</span></li>
<li aria-level="1"><span style="color: #e61d30;"><b>Cost Efficiency:</b></span> <span style="font-weight: 400;">Utilizing resources optimally to control operational expenses.</span></li>
<li><b></b><span style="color: #e61d30;"><b>Observability:</b> </span><span style="font-weight: 400;">Capturing telemetry &#8211; logs, traces, dumps &#8211; from running systems to understand their behavior and correlating this information to monitor IT and Business KPIs.</span></li>
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		<h3><strong>Dependable IT Systems</strong></h3>
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		<p><span style="font-weight: 400;">A “Dependable IT System” is a system designed to consistently meet the expectations of users and the business, ensuring the dimensions of availability, reliability, maintainability, security, scalability, resilience, and response time. </span></p>
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		<p><span style="font-weight: 400;">Dependable systems focus on a healthy combination of Business Functionality, Non-Functional Requirements, proper Architecture design, and Infrastructure planning. A project cannot be successful with complete business functionality and infrastructure design but lacks performance, security, or scalability.</span></p>
<p><span style="font-weight: 400;">The primary reasons an IT system needs to be dependable are:</span></p>
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<li aria-level="1"><strong><span style="color: #e61d30;">Business Continuity: </span></strong><span style="font-weight: 400;">Dependable IT systems ensure uninterrupted business operations. Downtime or failures can disrupt workflows, lead to revenue losses, and damage customer trust.</span></li>
<li aria-level="1"><strong><span style="color: #e61d30;">Data Integrity and Security: </span></strong><span style="font-weight: 400;">A dependable IT system protects sensitive data from loss, corruption, or breaches. This is essential for maintaining confidentiality, compliance with regulations, and safeguarding intellectual property.</span></li>
<li aria-level="1"><strong><span style="color: #e61d30;">Customer Satisfaction:</span></strong><span style="font-weight: 400;"> Dependable IT systems provide consistent service to customers, ensuring positive experiences, fostering loyalty, and reducing churn.</span></li>
<li aria-level="1"><strong><span style="color: #e61d30;">Operational Efficiency:</span></strong><span style="font-weight: 400;"> Dependable IT systems allow employees and processes to function without delays or errors, optimizing productivity and minimizing wasted resources.</span></li>
<li aria-level="1"><span style="color: #e61d30;"><strong>Reputation Management: </strong></span><span style="font-weight: 400;">System failures or breaches can harm an organization’s reputation. Dependable IT systems protect against such risks, preserving trust among stakeholders.</span></li>
<li aria-level="1"><strong><span style="color: #e61d30;">Cost Savings: </span></strong><span style="font-weight: 400;">Preventing system failures and ensuring regular operation reduces unplanned maintenance, downtime penalties, and the financial impact of resolving critical incidents.</span></li>
<li aria-level="1"><strong><span style="color: #e61d30;">Regulatory Compliance: </span></strong><span style="font-weight: 400;">Many industries require adherence to strict standards for IT reliability and security. Dependable systems help meet these requirements and avoid legal consequences.</span></li>
<li aria-level="1"><span style="color: #e61d30;"><strong>Scalability and Growth: </strong></span><span style="font-weight: 400;">As businesses grow, they need IT systems that can scale without compromising performance or reliability. Dependability ensures a foundation for sustainable expansion.</span></li>
<li aria-level="1"><strong><span style="color: #e61d30;">Support for Decision-Making: </span></strong><span style="font-weight: 400;">Dependable IT systems provide accurate and timely data for decision-making processes, enabling organizations to respond effectively to challenges and opportunities.</span></li>
<li><b></b><strong><span style="color: #e61d30;">Risk Mitigation: </span></strong><span style="font-weight: 400;">Dependability reduces the risk of operational failures, data loss, and security incidents, ensuring resilience against unforeseen challenges.</span></li>
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		<h3><strong>Proactive vs. Reactive NFR Management</strong></h3>
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		<p><span style="font-weight: 400;">Organizations can address NFRs through two primary approaches:</span></p>
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<li style="font-weight: 400;" aria-level="1"><span style="color: #e61d30;"><b>Proactive Management</b><span style="font-weight: 400;">: </span></span><span style="font-weight: 400;"><span style="font-weight: 400;">Involves planning, measuring, and improving systems during the program development lifecycle to prevent production issues. Activity examples include creating performance and observability streams for the project, baselining existing metrics, business KPI design, and a quality program that covers NFR testing, including code reviews, load and security testing.</span></span></li>
<li style="font-weight: 400;" aria-level="1"><span style="color: #e61d30;"><b>Reactive Management:</b></span> <span style="font-weight: 400;">Focuses on resolving issues after deployment. In this approach, NFRs are usually bundled with functional requirements within the system’s support and operations team roles. This bakes unpredictability into the team’s tasks, creating long-term sustainability problems. Additionally, it has a compound effect: due to their specialized nature, most operations and support teams are ill-equipped to deal with NFR problems and require assistance from development to deal with them. This generates an unpredictability cascading effect into the development lifecycle of projects, impacting the whole IT department.</span></li>
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<p><span style="font-weight: 400;">These two approaches are both important and mandatory. The discussion is not about following one or the other, it is about how to </span><b>balance</b><span style="font-weight: 400;"> them to achieve the best results.</span></p>
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		<h3><strong>Building a Dependable IT Systems</strong></h3>
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		<p><span style="font-weight: 400;">The most common scenario for a new program is to include some aspects of NFRs but in a non-structured/inconsistent way. The program may include load testing, but lack KPI targets, or have observability without correlating the gathered data with business processes. The most common root causes are:</span></p>
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<li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Lack of understanding or experience of the importance of NFRs</span></li>
<li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Lack of structure and methodology on the way NFRs are approached</span></li>
<li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Lack of budget or time to implement the NFRs within the program</span></li>
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<p><span style="font-weight: 400;">This scenario involves a new program allocating<span style="color: #000000;"> 20% </span>of its “NFR budget” (if such a concept exists) during the program’s development and leaving the remaining 80% to be sorted out after the program goes live. In our view, this approach would be characterized as<strong><span style="color: #e61d30;"> 20% </span></strong></span><strong><span style="color: #e61d30;">proactive</span></strong><span style="font-weight: 400;"> and <strong><span style="color: #e61d30;">80% </span></strong></span><strong><span style="color: #e61d30;">reactive</span></strong><span style="font-weight: 400;">.</span></p>
<p><span style="font-weight: 400;">This approach may have far-reaching consequences, including increased operational and infrastructure costs, degraded business KPIs, lack of capability to perform timely Root Cause analysis, compromised customer experience, and higher security risks. For more details on this subject, please refer to Crossjoin’s white paper on Cost-efficient IT (<a href="https://www.crossjoin.pt/balancing-cost-and-performance-in-it/">link</a>).</span></p>
<p><span style="font-weight: 400;">Crossjoin addresses these challenges through its </span><b>Dependable Systems Engineering (DSE)</b><span style="font-weight: 400;"> offering to minimize program risks and maximize efficiency.</span></p>
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		<h3><strong>What is Dependable Systems Engineering?</strong></h3>
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		<p><span style="font-weight: 400;">DSE is the strategic end-to-end management of Non-Functional Requirements to build Dependable IT systems that are aligned with the program’s business goals. It integrates elements of performance, reliability, security, and cost-effectiveness into a cohesive and holistic framework. </span></p>
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		<h4><strong>DSE: Critical success factors</strong></h4>
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		<p><span style="font-weight: 400;">Crossjoin’s DSE offering enables organizations to optimize their IT systems through a balanced approach to NFRs and considering different, but complementary viewpoints for the problem:</span></p>
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<li style="font-weight: 400;" aria-level="1"><b><span style="color: #e61d30;">Processes</span>: </b><span style="font-weight: 400;">assess the end-to-end processes that underlie the software development, lifecycle, security compliance, observability, quality assurance, DevOps, Release Management, Architecture, Support, Operations and many more.</span></li>
<li style="font-weight: 400;" aria-level="1"><span style="color: #e61d30;"><b>People:</b> </span><span style="font-weight: 400;">assess how the teams are organized to achieve the processes and the company’s objectives. It is very common to find duplications, overlaps, gray-areas, misaligned objectives and KPIs, …</span></li>
<li style="font-weight: 400;" aria-level="1"><b><span style="color: #e61d30;">Technology:</span> </b><span style="font-weight: 400;">assess how the company is using technology to support its processes and projects in relation to its objectives and KPIs. </span></li>
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<p><span style="font-weight: 400;">By taking a holistic approach instead of just looking at technology, Crossjoin achieves much greater efficiency goals than what would be possible otherwise. This is also part of providing </span><b>Dependable Systems Engineering</b><span style="font-weight: 400;">. As a result of this activity, Crossjoin will provide recommendations on how to improve each one of the areas and work with the customer to implement them. It is this last part that guarantees a successful approach instead of a failed consulting effort.</span></p>
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		<p><span style="font-weight: 400;">With years of experience, Crossjoin has developed a Performance Management Framework (PMF) that provides a structured approach to effectively managing IT NFRs. The PMF includes tools to measure the maturity of existing DSE practices and a methodology to improve them.  </span></p>
<p><span style="font-weight: 400;">The</span><b> PMF </b><span style="font-weight: 400;">is at the center of our approach. Crossjoin’s offer covers the full lifecycle of a program and includes specific activities at each stage, including both proactive and reactive activities for multiple domains. </span></p>
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		<p>Most projects cannot be initiated in the perfect scenario where every NFR is considered and planned upfront. In fact, most projects are exactly the opposite: NFRs are an afterthought considered once the program has reached the Quality Assurance phase (best-case) or Production (worst-case). This leads to delays, cost overruns, and a difficult-to-manage program. In the worst-case scenario, the program will generate a Non-Dependable IT system, leading to the problems highlighted in previous chapters.</p>
<p><span style="font-weight: 400;">Crossjoin’s vast experience enables a smooth transition from focus on Reactive to Proactive for existing projects by following these steps:</span></p>
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<li aria-level="1"><span style="color: #e61d30;"><b>Reactively control production</b><span style="font-weight: 400;">:</span></span><span style="font-weight: 400;"> work with the operations and maintenance teams to solve the most urgent and critical incidents. This is done by quickly diagnosing and performing root cause analysis for production incidents and working with the development, infrastructure, database, operations, and network teams to resolve them by providing recommendations and insights.<br />
</span><span style="color: #000000;"><b>Benefit: </b></span><span style="font-weight: 400;"><span style="font-weight: 400;">improved turnaround time for problem resolution and avoided problem recurrence.</span></span></li>
<li aria-level="1"><span style="color: #e61d30;"><b>Proactively control production: </b></span><span style="font-weight: 400;">together with the customer, create a performance management team that will proactively look at the production systems and prevent problems from happening. This is done by looking at patterns in production, creating alarms and solving issues before they become major incidents. Crossjoin’s work is to implement and monitor, together with the operations team, and provide root cause analysis and recommendations for the other teams.<br />
</span><span style="color: #000000;"><b><span style="color: #000000;">Benefit:</span> </b></span><span style="font-weight: 400;"><span style="font-weight: 400;">avoiding certain types of problems affecting production, reducing downtime and incidents.</span></span></li>
<li aria-level="1"><span style="color: #e61d30;"><b>Understand &#8211; Leverage observability for operations</b><span style="font-weight: 400;">:</span></span> <span style="font-weight: 400;">re-use, automate, or implement observability tools to provide easily accessible troubleshooting for production issues.<br />
</span><span style="color: #000000;"><b>Benefit: </b></span><span style="font-weight: 400;"><span style="font-weight: 400;">increased capability to perform 1 and 2. Ability to perform cost/benefit analysis for Proactive measures.</span></span></li>
<li aria-level="1"><span style="color: #e61d30;"><b>Introducing proactive measures:</b> </span><span style="font-weight: 400;">acknowledging the most likely NFR areas impacting performance, security, reliability, and scalability. Provide recommendations, root cause analysis, skills or tools to proactively prevent problems from occurring in production. This can include load testing and performance-focused code reviews for performance problems, security testing and code reviews for security issues, architecture, devops and software development lifecycle recommendations or implementation for quality or development speed problems. This is usually done on a project basis to avoid disruption. </span><b>Progressively recommend changes to people, processes and technology </b><span style="font-weight: 400;">so that tactical solutions for “Project A” are converted into strategic changes for teams, processes, and technology on all projects. Over time, this will result in structural changes to the way software development is done, converting a reactive approach into a proactive approach.<br />
</span><b><span style="color: #000000;">Benefit:</span> </b><span style="font-weight: 400;"><span style="font-weight: 400;">structurally avoiding problems from creeping into production during the system’s development and maintenance activities. Lowers OPEX, infrastructure costs and improves performance and reliability. Mature software development practices that include NFRs, lead to all the benefits highlighted in this paper.</span></span></li>
<li aria-level="1"><span style="color: #e61d30;"><b>Automate operations and support</b></span> <span style="font-weight: 400;">to move away from firefighting.<br />
</span><span style="color: #000000;"><b>Benefit: </b></span><span style="font-weight: 400;">less OPEX and faster resolution times for critical issues. Happier IT teams, business and customers.</span></li>
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		<p><span style="font-weight: 400;">Beyond NFRs implementation, another crucial role played by Crossjoin’s approach is balancing the scales between Customers and Providers (systems integrators, software vendors, and cloud vendors). Our facts-based approach derived from the Performance Management Framework and our G2P2EC methodology allows for straightforward, no-nonsense, facts-based discussions between all parties. This avoids endless discussions on who’s responsible for fixing a specific issue and allows the responsible parties to quickly solve the problem either internally OR with the solution provider.   </span></p>
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		<p><span style="font-weight: 400;">This approach allows managed services to be operated based on KPIs and metrics from an independent source, eliminating finger-pointing and responsibility avoidance. Additionally, it includes the validation of the NFR results from the providers’ work, establishing a crucial verification point essential for systems acceptance and compliance before going live.</span></p>
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		<p><span style="font-weight: 400;">Implementing </span><b>Dependable Systems</b> <span style="font-weight: 400;">is not just a technical necessity but a strategic imperative for organizations in today’s fast-paced, technology-driven world. As described, effective management of Non-Functional Requirements (NFRs) and the adoption of a balanced proactive and reactive approach to IT program management can significantly reduce operational risks, improve business performance, and enhance customer satisfaction.</span></p>
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		<pubDate>Fri, 15 Nov 2024 19:40:13 +0000</pubDate>
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		<h2><strong>Balancing Cost and Performance in IT: Strategies for Efficient, Scalable, and Reliable Operations</strong></h2>
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		<p>As organizations increasingly rely on technology to drive business outcomes,<strong> balancing IT system costs with performance has become crucial</strong>. This white paper delves into the strategic approaches companies can adopt to optimize IT spending while achieving high-performance systems. Drawing on Crossjoin’s extensive experience with Tier 1 telecom and financial services clients &#8211; but applicable to any industry that has complex IT &#8211; <strong>we present frameworks, methodologies, and real-world case studies that illustrate how organizations can strike this balance effectively.</strong> Through structured IT control, observability, and a robust Performance Management Framework (PMF), companies can ensure operational efficiency, reliability, and alignment with business objectives, all while managing or lowering costs in both cloud and on-premises environments.</p>
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		<h4><strong>About Crossjoin Solutions</strong></h4>
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		<p>Founded with a commitment to helping businesses achieve seamless IT control, Crossjoin Solutions has over 15 years of experience as a trusted strategic IT partner. We serve more than 30 international clients, 68% of whom are Tier 1 telecom and financial services companies. Our expertise lies in comprehensive IT Control, where we guarantee efficient, secure, and resilient operations across IT infrastructures. Crossjoin’s approach ensures that IT systems not only perform reliably but do so with predictable costs, helping clients achieve scalable growth while reducing/maintaining CAPEX and OPEX costs.</p>
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		<h4><strong>What is IT Control?</strong></h4>
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		<p><span style="font-weight: 400;">IT Control is an end-to-end strategy for managing and optimizing IT systems. It integrates observability, DevSecOps, infrastructure management, architecture design, and operations optimization to align IT performance with business objectives. Crossjoin’s IT Control strategy emphasizes efficiency and predictability, reducing risks and costs while supporting growth and scalability. This approach covers both cloud, multi-cloud, on-premises and hybrid environments, addressing each stage from architecture to KPIs and continuous optimization. IT Control serves as the foundation of Crossjoin’s Performance Management Framework (PMF), a structured methodology designed to address the complex demands of modern IT ecosystems.</span></p>
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		<h4><strong>The Cost-Performance Equation</strong></h4>
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		<p><span style="font-weight: 400;">There is a </span><b>generalized perception</b><span style="font-weight: 400;"> that the challenge lies in balancing IT systems performance vis-a-vis the growing costs of infrastructure and operations. This perception is that higher systems performance &#8211; faster applications, better response times, and scalability &#8211; require substantial investment in hardware, cloud resources, and added operational expense. </span><span style="font-weight: 400;"><br />
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		<p>&#8211; <span style="color: #e61d30;">87%</span> of Performance issues are not caused by lack of infrastructure: Crossjoin’s analysis of past projects reveals that most software performance problems are not due to inadequate infrastructure. Most performance issues arise from suboptimal practices rather than infrastructure shortages.</p>
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		<h4><strong>Most likely Root Causes for Performance Issues</strong></h4>
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		<p><span style="font-weight: 400;">Crossjoin has identified several recurring causes of performance issues across projects, emphasizing that infrastructure is only part of the equation. The primary culprits include:</span><span style="font-weight: 400;"><br />
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<ul>
<li><span style="color: #e61d30;"><span style="font-weight: 400;"> </span><b>Lack of Load Testing</b><strong> (41%</strong></span><span style="font-weight: 400;"><strong><span style="color: #e61d30;">)</span></strong>: Many issues arise from insufficient scenario tuning and load testing, leading to unexpected performance bottlenecks.</span></li>
<li> <span style="color: #e61d30;"><b>Bad Coding and Engineering Practices</b> <strong>(28%</strong></span><strong><span style="color: #e61d30;">)</span></strong>: Inefficient code and engineering practices often lead to slow, resource-intensive applications.</li>
<li><span style="color: #e61d30;"> <b>Inefficient Software Architecture</b><strong> (18%</strong></span><strong><span style="color: #e61d30;">)</span></strong>: Poor architectural design can lead to cascading performance problems, requiring costly and time-consuming fixes down the line.</li>
<li> <span style="color: #e61d30;"><b>Infrastructure Sizing</b> <strong>(13%</strong></span><strong><span style="color: #e61d30;">)</span></strong>: Although infrastructure is frequently considered the main cause of performance issues, inadequate sizing accounts for a smaller portion of problem</li>
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<p><span style="font-weight: 400;">Most of the time, optimizing software architecture, coding practices, together with load testing can often address performance needs more effectively than increasing infrastructure spend.</span><span style="font-weight: 400;"><br />
</span><span style="font-weight: 400;">These findings reinforce the need for a proactive approach to performance management that addresses root causes rather than defaulting to hardware or cloud upgrades as a primary solution.</span></p>
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		<h4><strong>The Cost of Neglecting Performance in Program Management</strong></h4>
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		<p><span style="font-weight: 400;">In the fast-paced world of IT performance must be a priority from the very beginning of any program. Failure to address performance at the outset can lead to significant delays, cost overruns, and potential reputational damage. Crossjoin’s experience across numerous projects shows that treating performance as an afterthought often results in severe and avoidable consequences.</span></p>
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		<h4><strong>Consequences of Neglecting Performance</strong></h4>
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<li><span style="color: #e61d30;"><b>Program Delays Due to Poor Coding and Testing</b></span><span style="font-weight: 400;"><span style="color: #e61d30;">: </span>Without robust coding standards and load testing, projects can face delays averaging 3 months. This setback is often compounded by the need for last-minute corrections, further delaying deployment.</span></li>
<li><span style="color: #e61d30;"><strong>Architectural Design Issues</strong></span><span style="font-weight: 400;"><span style="color: #e61d30;"><strong>:</strong></span> A flawed software architecture can cause program delays of up to 6 months. Proper architecture design, aligned with performance requirements, ensures that programs are scalable and efficient from the start.</span></li>
<li><span style="color: #e61d30;"><b>Increased Risk of Program Cancellation</b></span><span style="font-weight: 400;"><span style="color: #e61d30;">:</span> When performance problems accumulate, the risk of project cancellation rises by 30%, as stakeholders lose confidence in the program’s viability.</span></li>
<li><span style="color: #e61d30;"><strong>Cost Escalations</strong></span><span style="font-weight: 400;"><span style="color: #e61d30;"><strong>:</strong></span> Performance issues can drive program costs up by an estimated 35%. This includes costs associated with additional testing, redesign, infrastructure, and staffing to address performance induced delays that could have been prevented.</span></li>
<li><span style="color: #e61d30;"><strong>Reputational Impact</strong></span><span style="font-weight: 400;"><span style="color: #e61d30;"><strong>:</strong></span> Both vendors and operators suffer reputational harm when projects underperform or fail to meet performance expectations. Maintaining a reputation for reliability is crucial.</span></li>
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<h3><b>Performance is a fundamental requirement, not an afterthought</b><span style="font-weight: 400;">.<br />
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		<h4>Crossjoin advocates for incorporating performance standards into every stage of program development, from design and coding to testing and deployment. By treating performance as a core requirement, organizations can avoid costly delays, reduce risk, and ensure project success.</h4>
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		<h4><strong>Performance-Aware Program Management</strong></h4>
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		<p><span style="font-weight: 400;">Crossjoin’s approach to performance management involves developing a performance-focused roadmap that encompasses requirements, KPIs, architecture, and observability. The steps in this methodology include:</span></p>
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		<p><span style="font-weight: 400;"><b>Before the program starts</b><br />
1. Defining Requirements: Establishing clear performance, scalability, security, and reliability requirements to ensure alignment with business goals.<br />
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<p><b>During program setup</b><span style="font-weight: 400;"><br />
</span><span style="font-weight: 400;">2. Performance Baseline and Observability: Setting a performance baseline, implementing observability tools, and designing load tests to assess and maintain system health.</span></p>
<p><b>During the development phase</b><span style="font-weight: 400;"><br />
</span><span style="font-weight: 400;">3. Automated Testing and Continuous Improvement: Utilizing CI/CD pipelines with load and performance testing to address issues early and streamline development.</span></p>
<p><span style="font-weight: 400;"><b>After go-live</b><br />
4. Continuous Root Cause Analysis (RCA): Performing ongoing RCA to identify and resolve performance issues, ensuring continuous improvement across hybrid environments, following the pattern below:</span></p>
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		<p><span style="font-weight: 400;">This structured approach helps organizations proactively manage performance while keeping costs in check, enabling them to scale operations without compromising on efficiency.</span></p>
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		<h3><strong><span style="color: #e61d30;">Case Studies</span></strong></h3>
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		<h3><strong>1. Infrastructure Cost Reduction &#8211; Tier 1 Telco</strong></h3>
<p><span style="font-weight: 400;"><span style="color: #e61d30;">Challenge:</span> With a €2.7 million increase in cloud IT infrastructure costs, the client sought to reduce expenses without impacting system availability or performance.</span></p>
<p><span style="font-weight: 400;"><span style="color: #e61d30;">Solution:</span> Crossjoin led initiatives to decommission redundant applications, optimize server storage, and manage server resources more effectively.</span></p>
<p><span style="font-weight: 400;"><span style="color: #e61d30;">Outcome:</span> Achieved €2.17 million in savings, reducing cloud infrastructure costs by over 31%. The client continues to benefit from ongoing cost management support to maintain and enhance savings over time.</span></p>
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		<h3><b>2. Credit Notes Process Optimization &#8211; Tier 1 Telco</b></h3>
<p><span style="font-weight: 400;"><span style="color: #e61d30;">Challenge:</span> The client’s complex credit notes processing, involving seven interconnected systems, suffered from severe performance bottlenecks, leading to delays.</span></p>
<p><span style="font-weight: 400;"><span style="color: #e61d30;">Solution:</span> Crossjoin deployed a SPA (Solution Performance Architect) to monitor and optimize the process, reducing throughput time significantly.</span></p>
<p><span style="font-weight: 400;"><span style="color: #e61d30;">Outcome:</span> Processing time was cut from 8 hours to less than 1 hour, increasing throughput by 1500% while saving $300K in software and hardware upgrades. This improvement reduced operational costs, eliminated delays, and met critical performance targets.</span></p>
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		<h3><b>3. System Scalability &#8211; Tier 1 Telco</b></h3>
<p><span style="color: #e61d30;">Challenge:</span> Support for the client’s company in solving critical issues in three key areas: <strong>Oracle RODOD</strong> and <strong>Digital Channels</strong>.</p>
<p><span style="color: #e61d30;">Solution:</span>  Crossjoin carried out work that included firefighting, process optimization, operational resilience and performance tuning and certification, ensuring smooth monthly launches and successful projects</p>
<p><span style="color: #e61d30;">Outcomes:</span></p>
<p><strong>Improvements in the Oracle RODOD stack:</strong></p>
<ul>
<li><span style="color: #e61d30;"><strong>85%</strong></span> reduction in month-end billing processes.</li>
<li><strong><span style="color: #e61d30;">99%</span></strong> improvement in notifications sending.</li>
<li><strong><span style="color: #e61d30;">200%</span></strong> faster invoice generation.</li>
<li><span style="color: #e61d30;"><strong>&gt;50%</strong></span> decrease in response time for critical Siebel journeys.</li>
<li><span style="color: #e61d30;"><strong>70%</strong></span> reduction in mediation CDR processing time.</li>
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<p><strong>  Improvements in Digital Channels:</strong></p>
<ul>
<li><span style="color: #e61d30;"><strong>3x</strong></span> more requests with the same infrastructure.</li>
<li><strong><span style="color: #e61d30;">85%</span></strong> performance increase.</li>
<li><strong><span style="color: #e61d30;">60%</span></strong> reduction in mobile app load time.</li>
<li><span style="color: #e61d30;"><strong>80%</strong> </span>decrease in the number of P1 tickets.</li>
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		<p><span style="font-weight: 400;">Balancing cost with IT performance is essential for organizations that rely on technology to drive business outcomes. Crossjoin’s Performance Management Framework and IT Control methodologies offer a structured, proactive approach to achieving this balance. By focusing on optimization, end-to-end observability, and continuous performance monitoring and optimization, Crossjoin helps organizations maintain high-performance IT environments while controlling costs. Companies that adopt these principles are well-equipped to scale efficiently and sustain long-term growth.</span></p>
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<p>The post <a href="https://www.crossjoin.pt/balancing-cost-and-performance-in-it/">Balancing Cost and Performance in IT</a> appeared first on <a href="https://www.crossjoin.pt">Crossjoin</a>.</p>
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