MTech — 64 projects
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Serverless vs Container Cost-Performance Study for Data Pipelines
Benchmark the same pipeline on serverless and containers. You will learn experimental design for cloud systems research.…
Energy-Efficient Task Scheduling for Edge-Cloud Systems
Study scheduling that cuts energy without missing deadlines. You will learn edge-cloud modelling and algorithm benchmarking.…
Chaos Experiments for Payment Platforms: Methods, Design and Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn experimental design, baseline comparison and research methodology.…
Database Migration with Zero Downtime with Blue-Green Deployments
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn benchmark design, error analysis and ablation studies.…
Edge-Cloud Workload Placement — Design and Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn research methodology, reproducible experiment design and benchmark design.…
Log Cost Reduction with Smart Sampling with Centralised Logging
Study the problem, build the proposed method and evaluate it rigorously with centralised Logging. You will learn statistical significance testing, error analysis and literature review methods.…
A Framework for Chaos Experiments for Payment Platforms with Centralised Logging
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn experimental design, benchmark design and reproducible experiment design.…
A Framework for Autoscaling for Spiky Exam Platforms with Infrastructure as Code
Study the problem, build the proposed method and evaluate it rigorously with infrastructure as Code. You will learn error analysis, reproducible experiment design and benchmark design.…
Multi-Cluster Service Failover: Methods, Design and Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn ablation studies, reproducible experiment design and error analysis.…
Green Computing Scheduling for CI Farms — Comparative Evaluation
Study the problem, build the proposed method and evaluate it rigorously with infrastructure as Code. You will learn reproducible experiment design, research methodology and literature review methods.…
GitOps Promotion Across Environments — Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with self-healing Restarts. You will learn ablation studies, baseline comparison and experimental design.…
Secret Rotation Automation: Methods, Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with audit Trails. You will learn baseline comparison, ablation studies and error analysis.…
Serverless Cost Optimisation for Batch Workloads — Design and Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn ablation studies, research methodology and baseline comparison.…
Observability for Microservice Meshes with Disaster Recovery Drills
Study the problem, build the proposed method and evaluate it rigorously with disaster Recovery Drills. You will learn baseline comparison, statistical significance testing and ablation studies.…
A Framework for Green Computing Scheduling for CI Farms with Self-Healing Restarts
Study the problem, build the proposed method and evaluate it rigorously with self-healing Restarts. You will learn ablation studies, research methodology and benchmark design.…
Progressive Delivery with Feature Flags — Design and Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn benchmark design, literature review methods and technical paper writing.…
Observability for Microservice Meshes — Comparative Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn literature review methods, experimental design and statistical significance testing.…
Policy-as-Code for Cloud Accounts — Comparative Evaluation
Study the problem, build the proposed method and evaluate it rigorously with disaster Recovery Drills. You will learn baseline comparison, benchmark design and statistical significance testing.…
Multi-Cluster Service Failover with Cost Alerts
Study the problem, build the proposed method and evaluate it rigorously with cost Alerts. You will learn technical paper writing, reproducible experiment design and benchmark design.…
Disaster Recovery for State Data Centres: Methods, Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with multi-region Failover. You will learn benchmark design, literature review methods and experimental design.…
A Framework for Edge-Cloud Workload Placement with Disaster Recovery Drills
Study the problem, build the proposed method and evaluate it rigorously with disaster Recovery Drills. You will learn benchmark design, experimental design and baseline comparison.…
A Framework for Autoscaling for Spiky Exam Platforms with Policy Guardrails
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn benchmark design, experimental design and reproducible experiment design.…
A Framework for Log Cost Reduction with Smart Sampling with Alert Routing
Study the problem, build the proposed method and evaluate it rigorously with alert Routing. You will learn research methodology, experimental design and ablation studies.…
Progressive Delivery with Feature Flags with Audit Trails
Study the problem, build the proposed method and evaluate it rigorously with audit Trails. You will learn benchmark design, literature review methods and technical paper writing.…
Database Migration with Zero Downtime: Methods, Design and Evaluation
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn experimental design, benchmark design and baseline comparison.…
Observability for Microservice Meshes — Framework and Benchmark Study
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn experimental design, technical paper writing and reproducible experiment design.…
Autoscaling for Spiky Exam Platforms — Design and Evaluation
Study the problem, build the proposed method and evaluate it rigorously with blue-green Deployments. You will learn error analysis, experimental design and research methodology.…
GitOps Promotion Across Environments — Framework and Benchmark Study
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn baseline comparison, statistical significance testing and error analysis.…
A Framework for Serverless Cost Optimisation for Batch Workloads with Multi-Region Failover
Study the problem, build the proposed method and evaluate it rigorously with multi-region Failover. You will learn benchmark design, research methodology and experimental design.…
Chaos Experiments for Payment Platforms with Auto-Scaling
Study the problem, build the proposed method and evaluate it rigorously with auto-scaling. You will learn literature review methods, error analysis and statistical significance testing.…
Secret Rotation Automation — Framework and Benchmark Study
Study the problem, build the proposed method and evaluate it rigorously with policy Guardrails. You will learn error analysis, ablation studies and baseline comparison.…
Edge-Cloud Workload Placement with Auto-Scaling
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn literature review methods, baseline comparison and reproducible experiment design.…
A Framework for Secret Rotation Automation with Self-Healing Restarts
Study the problem, build the proposed method and evaluate it rigorously with self-healing Restarts. You will learn research methodology, baseline comparison and reproducible experiment design.…
A Framework for Observability for Microservice Meshes with Infrastructure as Code
Study the problem, build the proposed method and evaluate it rigorously with infrastructure as Code. You will learn reproducible experiment design, literature review methods and experimental design.…
A Framework for Edge-Cloud Workload Placement with Audit Trails
Study the problem, build the proposed method and evaluate it rigorously with audit Trails. You will learn technical paper writing, statistical significance testing and research methodology.…
Database Migration with Zero Downtime with Multi-Region Failover
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn benchmark design, ablation studies and research methodology.…
A Framework for Chaos Experiments for Payment Platforms with Multi-Region Failover
Study the problem, build the proposed method and evaluate it rigorously with multi-region Failover. You will learn research methodology, literature review methods and reproducible experiment design.…
A Framework for Secret Rotation Automation with Zero-Downtime Releases
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn literature review methods, reproducible experiment design and baseline comparison.…
A Framework for Green Computing Scheduling for CI Farms with Zero-Downtime Releases
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn baseline comparison, research methodology and statistical significance testing.…
GitOps Promotion Across Environments with Cost Alerts
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn reproducible experiment design, error analysis and statistical significance testing.…
Database Migration with Zero Downtime — Framework and Benchmark Study
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn literature review methods, experimental design and reproducible experiment design.…
A Framework for Edge-Cloud Workload Placement with Blue-Green Deployments
Study the problem, build the proposed method and evaluate it rigorously with blue-green Deployments. You will learn error analysis, experimental design and statistical significance testing.…
Edge-Cloud Workload Placement with Self-Healing Restarts
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn research methodology, statistical significance testing and technical paper writing.…
A Framework for Disaster Recovery for State Data Centres with Auto-Scaling
Study the problem, build the proposed method and evaluate it rigorously with auto-scaling. You will learn ablation studies, error analysis and technical paper writing.…
A Framework for Observability for Microservice Meshes with Blue-Green Deployments
Study the problem, build the proposed method and evaluate it rigorously with blue-green Deployments. You will learn research methodology, statistical significance testing and reproducible experiment design.…
Multi-Cluster Service Failover with Infrastructure as Code
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn benchmark design, ablation studies and reproducible experiment design.…
Secret Rotation Automation with Infrastructure as Code
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn experimental design, ablation studies and benchmark design.…
A Framework for Autoscaling for Spiky Exam Platforms with Self-Healing Restarts
Study the problem, build the proposed method and evaluate it rigorously with self-healing Restarts. You will learn experimental design, technical paper writing and baseline comparison.…
A Framework for Observability for Microservice Meshes with Multi-Region Failover
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn research methodology, statistical significance testing and ablation studies.…
A Framework for Chaos Experiments for Payment Platforms with Self-Healing Restarts
Study the problem, build the proposed method and evaluate it rigorously with self-healing Restarts. You will learn ablation studies, literature review methods and statistical significance testing.…
A Framework for Progressive Delivery with Feature Flags with Disaster Recovery Drills
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn error analysis, technical paper writing and ablation studies.…
Progressive Delivery with Feature Flags with Infrastructure as Code
Research, implement and evaluate the approach with benchmarks against strong baselines. You will learn literature review methods, experimental design and benchmark design.…
Kubernetes Scheduling Optimisation with Custom Schedulers
Build schedulers that pack ML and batch workloads better than the default. You will learn scheduling algorithms, cluster systems and workload analysis.…
Serverless Workflow Orchestration: Latency and Cost Study
Compare orchestration approaches for multi-step serverless workflows. You will learn serverless architecture, workflow systems and cost modelling.…
Multi-Cluster Service Mesh Resilience Patterns
Study how service meshes behave when whole clusters fail. You will learn resilience patterns, mesh internals and failure engineering.…
Confidential Cloud Computing with Enclaves: Performance Study
Measure the real cost of running workloads in confidential cloud enclaves. You will learn confidential computing, performance analysis and trust models.…
Green Cloud Scheduling with Carbon Intensity Signals
Schedule batch work by carbon intensity and verify the emissions saved. You will learn sustainable computing, scheduling and emissions measurement.…
Chaos Engineering for Stateful Systems on Kubernetes
Extend chaos practice to databases and queues, where failure is expensive. You will learn resilience engineering, stateful systems and recovery analysis.…
Policy-Driven Autoscaling for Bursty Microservices
Design autoscaling policies that handle bursts without cost explosions. You will learn control systems for infrastructure, policy design and evaluation.…
Edge-Cloud Continuum Placement for Video Analytics
Decide which video analytics stages run at the edge versus the cloud, automatically. You will learn continuum computing, placement optimisation and video systems.…
WebAssembly Runtimes for Cloud-Native Functions: Benchmark Study
Benchmark Wasm functions against containers for density, speed and safety. You will learn runtime systems, benchmarking and cloud-native architecture.…
Disaster Recovery Orchestration for Tiered Applications
Orchestrate recovery of multi-tier applications in the right order, automatically. You will learn DR engineering, dependency analysis and recovery validation.…
Cost Optimisation of GPU Workloads in the Cloud
Cut GPU cloud bills with scheduling, sharing and spot strategies that protect deadlines. You will learn GPU economics, workload scheduling and cloud cost engineering.…
Zero-Downtime Database Migration Strategies: Case Study
Migrate a live database between engines with no downtime and prove data parity. You will learn migration engineering, replication and verification methods.…