Lectures

09/19/2022	Episode 1 Course Notes	Background (ServiceMesh, Terminology, Overview)
Microservices Microservices: The Journey So Far and Challenges Ahead A Brief History of Containers The History of the Service Mesh Service discovery for microservices Service Discovery in a Microservices Architecture Lyft’s Envoy: From Monolith to Service Mesh – Matt Klein Navigating the Service Mesh Ecosystem - George Miranda, Buoyant, Inc. & Diogenes Rittori, Pivotal
09/26/2022	Episode 2 Course Notes | Recording	Kubernetes/Deployment: Container Orchestration Systems + CI/CD
Large-scale cluster management at Google with Borg Submit Review Systems @Scale 2019 - Scaling Cluster Management at Facebook with Tupperware Resource Management with Deep Reinforcement Learning Synthesizing Cluster Management Code for Distributed Systems Keeping Master Green at Scale Submit Review Microservices, Service Mesh, and CI/CD Pipelines: Making It All Work Together [I] - Brian Redmond Continuous Deployment at Facebook and OANDA
10/03/2022	Episode 3	Performance: Overload Detection / Avoidance
Overload Control for Scaling WeChat Microservices Submit Review Azure responds to COVID-19 ATOM: Model-Driven Autoscaling for Microservices LAEDGE: When to Hedge in Interactive Services Submit Review Implementing a Consumer Focused SLA for a Kubernetes Based PaaS - Shrenik Dedhia, Box GrandSLAM: Guaranteeing SLAs for Jobs in Microservices Execution Frameworks PARTIES: QoS-Aware Resource Partitioning for Multiple Interactive Services Sinan: ML-Based and QoS-Aware Resource Management for Cloud Microservices
10/10/2022	NUL	Brown Holiday: No Class
10/17/2022	Episode 4Guest Slides | Recording	Guest Stars: eBPF + Observability Day!!!
10/24/2022	Episode 5Course Notes | Recording	Observability!!!
Principled workflow-centric tracing of distributed systems Submit Review How “deep systems” broke observability … and what we can do about it Canopy: An End-to-End Performance Tracing And Analysis System Latent error prediction and fault localization for microservice applications by learning from system trace logs Submit Review Three Pillars, Zero Answers: We Need to Rethink Observability - Ben Sigelman, LightStep Advances and Challenges in Log Analysis Sieve: Actionable Insights from Monitored Metrics in Microservices Submit Review The RED Method: How To Instrument Your Services Seer: Leveraging Big Data to Navigate the Complexity of Performance Debugging in Cloud Microservices
10/31/2022	Episode 6 Course Notes| Guest Slides | Recording	Observability Continued!
11/07/2022	Episode 7 Course Notes| Recording	Chaos Engineering + Debugging
Automating Failure Testing Research at Internet Scale Submit Review Netflix's Mastering Chaos Gremlin Sage: Practical & Scalable ML-Driven Performance Debugging in Microservices Submit Review Debugging Live Applications the Kubernetes Way: From a Sidecar Microservices: A Performance Tester's Dream or Nightmare?
11/14/2022	Episode 8	Project Sync!
11/21/2022	Episode 9	Configuration Course Notes| Recording
AutoSys: The Design and Operation of Learning-Augmented Systems Submit Review How Ancestry Got Kubernetes to Run 2x Better Per Dollar Using AI - Darek Gajewski, Ancestry The Case for Learning-and-System Co-design Automatic Database Management System Tuning Through Large-scale Machine Learning Submit Review AIOps: Anomaly Detection with Prometheus and Istio Predictive Application Scaling with Prometheus and ML Metis: Robustly Tuning Tail Latencies of Cloud Systems
11/28/2022	Episode 10	Effective Patterns Storage(Distributed Sagas) + Multithreading Course Notes| Recording
Sagas Submit Review Distributed Sagas Distributed Sagas for Microservices Aegean: Replication beyond the client-server model Cloud-Native Database Systems at Alibaba: Opportunities and Challenges R2P2: Making RPCs first-class datacenter citizens Submit Review Improving performance of RPCs with envoy Dagger: Efficient and Fast RPCs in Cloud Microservices with Near-Memory Reconfigurable NICs μTune: Auto-Tuned Threading for OLDI Microservices
12/05/2022	Episode 11	TBD
12/13/2022	Episode 12	TBD