Optimizing Legacy Digital Systems for Sustainability: Integrating Site Reliability Engineering with Industry 4.0 Practices
Abstract
Digital transformation has emerged as one of the most consequential socio-technical phenomena shaping contemporary economies, organizations, and everyday life. Across sectors such as retail, manufacturing, education, energy, and logistics, digital technologies are increasingly embedded in legacy infrastructures that were never designed to support the scale, velocity, and reliability demands of today’s data-driven environments. At the same time, the environmental consequences of this transformation have become impossible to ignore, as data centers, semiconductor manufacturing, network infrastructures, and Internet of Things ecosystems place unprecedented pressure on energy systems, water resources, and material supply chains. Within this context, questions of reliability, resilience, and operational sustainability have moved from the margins to the center of both scholarly and managerial debates. Site Reliability Engineering has gained prominence as a framework for managing complex digital systems by integrating software engineering principles with operations, yet its broader implications for sustainability-oriented digital transformation remain underexplored.
This research article develops an integrative theoretical and interpretive analysis of how Site Reliability Engineering can function as a critical connective mechanism between digital transformation initiatives, legacy infrastructure modernization, and environmental sustainability goals. Drawing strictly on the provided body of literature, the article situates Site Reliability Engineering within the evolution of Industry 4.0, the expansion of data-intensive infrastructures, and the growing policy emphasis on sustainable development and climate mitigation. Particular attention is paid to the challenges faced by legacy retail and industrial systems, where reliability failures not only disrupt economic activity but also exacerbate energy inefficiencies and resource waste. By engaging deeply with existing research on digital transformation in education, manufacturing, supply chains, and environmental governance, this study demonstrates that reliability is not merely a technical attribute but a socio-technical condition with far-reaching ecological and social implications.
Methodologically, the article adopts a qualitative, theory-driven synthesis approach, combining critical literature analysis with conceptual integration. Rather than proposing new empirical data, the study interprets and recontextualizes existing findings to reveal overlooked connections between reliability engineering practices and sustainability outcomes. The results highlight how reliability-oriented practices such as error budgeting, automation, and observability can indirectly support environmental objectives by stabilizing system performance, reducing wasteful overprovisioning, and enabling more efficient use of digital infrastructure. The discussion advances a multi-layered theoretical framework that positions Site Reliability Engineering as an enabling capability for sustainable digital transformation, while also acknowledging its limitations, organizational barriers, and potential rebound effects.
By bridging research on digital transformation, environmental sustainability, and operational reliability, this article contributes to information management, engineering, and sustainability scholarship. It argues that future research and practice must move beyond siloed approaches and recognize reliability as a foundational element of sustainable digital systems. In doing so, the study responds to calls for more holistic analyses of technology, society, and the environment, and offers a conceptual pathway for aligning operational excellence with global sustainability imperatives.
Keywords
References
How to Cite
Most read articles by the same author(s)
- Dr. Lukas Heinrich, Integrative Traffic Intelligence for Dynamic Vehicle Rerouting and Driver Monitoring: A Multilayered Systems Perspective on Congestion Mitigation and Adaptive Urban Mobility , Global Multidisciplinary Journal: Vol. 4 No. 05 (2025): Volume 04 Issue 05
- Dr. Elena Moretti, Resilient, Automated Monitoring and Fault-Tolerant Control for Critical Building Systems: Integrating GPU-Accelerated Anomaly Detection, Infrastructure-as-Code, and Self-Correcting HVAC Strategies , Global Multidisciplinary Journal: Vol. 4 No. 10 (2025): Volume 04 Issue 10
- Nicola Banhwa, ECONOMISTS AND INDIGENOUS INSTITUTIONS: ROLES AND IMPACT , Global Multidisciplinary Journal: Vol. 3 No. 09 (2024): Volume 03 Issue 09
- Dr. Kenji H. Takahashi, Advancing Retail Cloud Security: Integrating Compliance, Resilience, And Devsecops Practices For Next-Generation Operations , Global Multidisciplinary Journal: Vol. 5 No. 02 (2026): Volume 05 Issue 02
- Mselenge D Mooney, Dynamic Mechanical and Thermo-Mechanical Behavior of Natural Fiber Reinforced Polymer Composites: A Comprehensive Experimental-Theoretical Synthesis , Global Multidisciplinary Journal: Vol. 2 No. 09 (2023): Volume 02 Issue 09
- Dr. Anika Moreau, Real-Time Credit Card Fraud Detection With Streaming Analytics: A Convergent Framework Using Kafka, Deep Learning, And Hybrid Provenance , Global Multidisciplinary Journal: Vol. 4 No. 11 (2025): Volume 04 Issue 11
- Johnathan Meyers, Strategic Vendor Development and Digital Supply Chain Optimization for Competitive Advantage in Global Business , Global Multidisciplinary Journal: Vol. 4 No. 07 (2025): Volume 04 Issue 07
- Dr. Lukas Reinhardt, Financial Management Practices, Literacy, and Strategic Orientation in Small and Medium-Sized Enterprises: An Integrated Theoretical and Empirical Perspective , Global Multidisciplinary Journal: Vol. 4 No. 05 (2025): Volume 04 Issue 05
- Dr. Ai-Ling Chen, The R1-MYB Transcription Factor CmREVEILLE2 Activates Chlorophyll Biosynthesis to Mediate Light-Induced Greening in Chrysanthemum Flowers , Global Multidisciplinary Journal: Vol. 4 No. 11 (2025): Volume 04 Issue 11
- Dr. Elena Marquez, Real-Time Stream Intelligence For Financial Risk Management: Integrating Event Stream Processing, Lakehouse Architectures, And Privacy-Preserving Analytics , Global Multidisciplinary Journal: Vol. 4 No. 09 (2025): Volume 04 Issue 09
Similar Articles
- Dr. Lukas Reinhardt, Integrating Industrial Internet of Things, Digital Transformation, and Process Optimization for Industry 4.0 and Net-Zero Transitions: A Socio-Technical and Organizational Perspective , Global Multidisciplinary Journal: Vol. 4 No. 09 (2025): Volume 04 Issue 09
- Johnathan Mercer, Transforming Industries through Circular Economy and Industry 4.0: Integrative Business Model Innovation for Sustainable Value Creation , Global Multidisciplinary Journal: Vol. 4 No. 12 (2025): Volume 04 Issue 12
- Johnathan Meyer, Optimizing Reliability in Financial Site Reliability Engineering through Advanced Error Budgeting Frameworks , Global Multidisciplinary Journal: Vol. 5 No. 01 (2026): Volume 05 Issue 01
- Lucas Fernández-Molina , Infrastructure as Code and Platform Engineering Synergies in Multi-Cloud Enterprise Architectures: A Governance-Centric and DevEx-Driven Analysis , Global Multidisciplinary Journal: Vol. 4 No. 11 (2025): Volume 04 Issue 11
- Drake Holloway, Optimizing Retail Application Performance Through Observability, Predictive Monitoring, and Socio-Technical Governance: An Integrative Research Synthesis , Global Multidisciplinary Journal: Vol. 5 No. 01 (2026): Volume 05 Issue 01
- Viola Hartmann, Automation-Enhanced Transformation Of Legacy Quality Assurance: Integrating AI-Driven Pipelines For Cloud-Native Enterprise Systems , Global Multidisciplinary Journal: Vol. 5 No. 02 (2026): Volume 05 Issue 02
- Musaxonov Rustam Musaxon o‘g‘li, The Impact Of Digital Technologies On Improving Competitive Strategies , Global Multidisciplinary Journal: Vol. 4 No. 12 (2025): Volume 04 Issue 12
- Jeroen Willem de Vries, From Payment Rails to Market Access: Low-Latency Digital Infrastructures and Retail Equity Participation , Global Multidisciplinary Journal: Vol. 5 No. 01 (2026): Volume 05 Issue 01
- Silas J. Merton, Integrating Artificial Intelligence and Real Time Data Processing in FinTech Credit Scoring Systems for Financial Inclusion and Risk Governance in Emerging Digital Economies , Global Multidisciplinary Journal: Vol. 4 No. 11 (2025): Volume 04 Issue 11
- Dr. Jonathan M. Keller, A Comprehensive Analysis of Communication Protocols, Security Vulnerabilities, and Energy-Aware Architectures in Large-Scale Internet of Things Ecosystems , Global Multidisciplinary Journal: Vol. 4 No. 01 (2025): Volume 04 Issue 01
You may also start an advanced similarity search for this article.