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)
- Adesina Chukwu, UNVEILING GENDER PATTERNS: EXPLORING CONSUMER BEHAVIOR IN ONLINE SHOPPING AMONG NIGERIANS , Global Multidisciplinary Journal: Vol. 2 No. 08 (2023): Volume 02 Issue 08
- Evangelos Rigopoulos, DECODING EDUCATIONAL DECISIONS: TRACING THE EVOLUTION OF DECISION-MAKING THEORIES , Global Multidisciplinary Journal: Vol. 3 No. 03 (2024): Volume 03 Issue 03
- Adebayo Chukwu, DIGITAL MEDIA OVERHAUL: THE TRANSITION FROM TRADITIONAL TO EMERGING CYBER PLATFORMS , Global Multidisciplinary Journal: Vol. 3 No. 11 (2024): Volume 03 Issue 11
- Aida Sukmawati, Mohammad Hubeis, UNLOCKING ENGAGEMENT: EXPLORING COMPENSATION, LEADERSHIP STYLE, AND EMPLOYEE ENGAGEMENT DYNAMICS , Global Multidisciplinary Journal: Vol. 2 No. 05 (2023): Volume 02 Issue 05
- Mona Asghar Akbari, Behnam Mowlavi, ASSESSMENT OF RADIATION SCATTER AND ATTENUATION BY DENTAL RESTORATIONS IN HEAD AND NECK RADIOTHERAPY: A DOSIMETRIC STUDY , Global Multidisciplinary Journal: Vol. 3 No. 01 (2024): Volume 03 Issue 01
- Steve Ismail, FOSTERING CHANGE: EXPLORING MOTIVATING FACTORS IN COMMUNITY ENGAGEMENT AMONG NIGERIAN PROFESSORS , Global Multidisciplinary Journal: Vol. 2 No. 07 (2023): Volume 02 Issue 07
- Michael Anichebe, OPTIMIZING HUMAN RESOURCES MANAGEMENT FOR ENHANCED PERFORMANCE IN NATIONAL INDEPENDENT POWER PROJECTS , Global Multidisciplinary Journal: Vol. 2 No. 09 (2023): Volume 02 Issue 09
- Chinaza Maria Ozuluoha, Moses Nkechukwu Ikegbunam, Celestine Emeka Ekwuluo, Kennedy Oberhiri Obohwemu, Kenneth Oshiokhayamhe Iyevhobu, Abba Sadiq Usman,, Samuel Sam Danladi, Oladipo Vincent Akinmade, Christabel A. Ovesuor, Aliyou Moustapha Chandini, Jennifer Adaeze Chukwu, Low Prevalence of Carbapenemase Gene NDM-1 in Uropathogenic Klebsiella pneumoniae and Escherichia coli: A Molecular Surveillance Study , Global Multidisciplinary Journal: Vol. 5 No. 01 (2026): Volume 05 Issue 01
- Mohammad Halim Rahman, TRANSFORMING WASTE MANAGEMENT: EVALUATION OF A FIXED BED BATCH-TYPE PYROLYSIS PLANT UTILIZING SCRAP TIRES IN BANGLADESH , Global Multidisciplinary Journal: Vol. 3 No. 02 (2024): Volume 03 Issue 02
- Chian Hsu, SIMUCERT: MICROCONTROLLER PROFICIENCY CERTIFICATION THROUGH SIMULATION , Global Multidisciplinary Journal: Vol. 3 No. 03 (2024): Volume 03 Issue 03
Similar Articles
- Jeremy S. Blackford, HIPAA as Executable Governance in Cloud Based Clinical Machine Learning Pipelines A Socio Technical and Regulatory Analysis of Automated Auditability and Privacy Preservation , Global Multidisciplinary Journal: Vol. 5 No. 01 (2026): Volume 05 Issue 01
- Dr. Alexander J. Reinhardt, A Comparative and Language-Centric Examination of Web Application Security Vulnerabilities and Framework-Level Mitigation Strategies , Global Multidisciplinary Journal: Vol. 4 No. 11 (2025): Volume 04 Issue 11
- Dr. Gennarik L. Mortenkov, Synergizing Business Intelligence and Artificial Intelligence for Competitive Advantage: A Multi-Dimensional Analysis of Organizational Resilience and Decision-Making Frameworks , Global Multidisciplinary Journal: Vol. 4 No. 09 (2025): Volume 04 Issue 09
- Everett D. Langford, Financially Resilient Intelligent Systems: Integrating Machine Learning Architectures, Explainability, and Cross-Domain Evidence for Next-Generation Transaction Fraud Detection , Global Multidisciplinary Journal: Vol. 5 No. 01 (2026): Volume 05 Issue 01
- Dr. Lukas Meyer, Integrating Hyperautomation, Generative Artificial Intelligence, and Intelligent Infrastructure for Smart Cities: A Unified Socio-Technical Framework , Global Multidisciplinary Journal: Vol. 5 No. 01 (2026): Volume 05 Issue 01
- 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
- Adebayo Chukwu, DIGITAL MEDIA OVERHAUL: THE TRANSITION FROM TRADITIONAL TO EMERGING CYBER PLATFORMS , Global Multidisciplinary Journal: Vol. 3 No. 11 (2024): Volume 03 Issue 11
- Dr. Elena Martínez, Integrating Agility, Digital Intelligence, and Sustainable Urban Logistics: A Comprehensive Framework for Resilient Modern Supply Chains , Global Multidisciplinary Journal: Vol. 4 No. 11 (2025): Volume 04 Issue 11
- Dr. Nathaniel P. Brooks, A Socio-Technical Examination of Agentic AI Orchestration in Composable Enterprise Systems , Global Multidisciplinary Journal: Vol. 5 No. 02 (2026): Volume 05 Issue 02
- Dr. Nathaniel P. Brooks, A Socio-Technical Examination of Agentic AI Orchestration in Composable Enterprise Systems , Global Multidisciplinary Journal: Vol. 5 No. 01 (2026): Volume 05 Issue 01
You may also start an advanced similarity search for this article.