update 12.15

Config_optimization/README.md

@@ -3,9 +3,9 @@
 
 ## Deep Learning
 
-- 19_ICSE_DeepPerf: Performance Prediction for Configurable Software with Deep Sparse Neural Network [[paper]](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8811988) [[code]](https://github.com/DeepPerf/DeepPerf)
+- 19_ICSE_DeepPerf: Performance Prediction for Configurable Software with Deep Sparse Neural Network [[paper]](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8811988) [[code]](https://github.com/DeepPerf/DeepPerf) 
 
 
-## Bayesian Optimization 
-
+## Online Learning
+- 24_NSDI_OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy [[paper]](https://www.usenix.org/conference/nsdi24/presentation/somashekar) [[ppt]](https://www.usenix.org/system/files/nsdi24_slides-somashekarpdf.pdf)
 - 22_SIGMOD_Towards Dynamic and Safe Configuration Tuning for Cloud Databases [[paper]](https://arxiv.org/pdf/2203.14473.pdf)

Fault_tolerance/README.md

@@ -71,12 +71,12 @@
 - 15_SIGMOD_Lineage-driven Fault Injection [[paper]](https://dl.acm.org/doi/10.1145/2723372.2723711)
 
 ### Fault Recovery
-
--24_Eurosys_Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices [[paper]](https://arxiv.org/pdf/2311.06962.pdf)
-
+- 24_SoCC_Deoxys: A Causal Inference Engine for Unhealthy Node Mitigation in Large-scale Cloud Infrastructure [[paper]](https://arxiv.org/abs/2410.17709)
+- 24_Eurosys_Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices [[paper]](https://arxiv.org/pdf/2311.06962.pdf)
 - 22_KDD_NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365 [[paper]](https://dl.acm.org/doi/pdf/10.1145/3534678.3539127)
 - 22_SoCC_Method Overloading the Circuit [[paper]](https://dl.acm.org/doi/abs/10.1145/3542929.3563466) [[video]](https://www.youtube.com/watch?v=A3FWuvDEZJI)
 - 21_DSN_FIRestarter: Practical Software Crash Recovery with Targeted Library-level Fault Injection [[paper]](https://download.vusec.net/papers/firestarter_dsn21.pdf) [[code]](https://github.com/vusec/firestarter)
+- 20_OSDI_Narya: Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions [[paper]](https://www.usenix.org/conference/osdi20/presentation/levy)
 
 
 

LLM4Ops/README.md

@@ -8,6 +8,7 @@
   - [Anomaly Detection](#anomaly-detection)
   - [Root Cause Analysis and Mitigation](#root-cause-analysis-and-mitigation)
   - [Config](#config)
+  - [Rag](#rag)
 
 ## Survey
 - 24_A Survey of AIOps for Failure Management in the Era of Large Language Models [[paper]](https://arxiv.org/pdf/2406.11213)
@@ -42,4 +43,7 @@
 - 24_GenKubeSec: LLM-Based Kubernetes Misconfiguration Detection, Localization, Reasoning, and Remediation [[paper]](https://arxiv.org/pdf/2405.19954)
 - 24_Identifying Performance-Sensitive Configurations in Software Systems through Code Analysis with LLM Agents [[paper]](https://arxiv.org/pdf/2406.12806)
 - 24_ICSE-SEIP_MissConf: LLM-Enhanced Reproduction of Configuration-Triggered Bugs [[paper]](https://dl.acm.org/doi/pdf/10.1145/3639478.3647635)
-- 24_ISSTA_Config_Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs [[paper]](https://arxiv.org/abs/2404.00640)
+- 24_ISSTA_Config_Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs [[paper]](https://arxiv.org/abs/2404.00640)
+
+## Rag
+- 24_DECO: Life-Cycle Management of Enterprise-Grade Chatbots [[paper]](https://arxiv.org/abs/2412.06099)

Resource_schedule/README.md

@@ -12,6 +12,7 @@
 - 22_NSDI_Orca: A Distributed Serving System for Transformer-Based Generative Models [[paper]](https://www.usenix.org/conference/osdi22/presentation/yu)
 
 ## Resource Allocation
+- 24_Eurosys_Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices [[paper]](https://dl.acm.org/doi/pdf/10.1145/3627703.3629587) [[code]](https://github.com/IBM/DeepAtlas)
 - 22_SoCC_SIMPPO: A Scalable and Incremental Online Learning Framework for Serverless Resource Management [[paper]](https://haoran-qiu.com/pdf/socc22.pdf)
 - 22_Asplos_SOL: Safe On-Node Learning in Cloud Platforms [[paper]](https://dl.acm.org/doi/pdf/10.1145/3503222.3507704)
 - 21_ICML_Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism [[paper]](http://proceedings.mlr.press/v139/thananjeyan21a/thananjeyan21a.pdf)
@@ -20,6 +21,7 @@
 
 
 ## Autoscale
+- 24_Eurosys_Erlang: Application-Aware Autoscaling for Cloud Microservices [[paper]](https://dl.acm.org/doi/10.1145/3627703.3650084) [[code]](https://github.com/vigsachi/ erlang)
 - 24_SC_Fast and Efficient Scaling for Microservices with SurgeGuard [[paper]](https://dl.acm.org/doi/10.1109/SC41406.2024.00103)
 - 24_NSDI_Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices [[paper]](https://www.usenix.org/system/files/nsdi24-wang-zibo.pdf) [[code]](https://github.com/microsoft/autothrottle)
 - 23_ATC_AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems [[paper]](https://www.usenix.org/system/files/atc23-qiu-haoran.pdf) [[Code]](https://gitlab.engr.illinois.edu/DEPEND/aware)
@@ -28,6 +30,7 @@
 - 22_SoCC_DeepScaling: Microservices AutoScaling for Stable CPU Utilization in Large Scale Cloud Systems [[paper]](https://dl.acm.org/doi/pdf/10.1145/3542929.3563469)
 - 22_SoCC_The Power of Prediction: Microservice Auto Scaling via Workload Learning [[paper]](https://dl.acm.org/doi/abs/10.1145/3542929.3563477)
 - 22_TCC_Microscaler: Cost-effective scaling for microservice applications in the cloud with an online learning approach [[paper]](https://ieeexplore.ieee.org/abstract/document/9057418/)
+- 22_HPDC_Practical Efficient Microservice Autoscaling with QoS Assurance [[paper]](https://dl.acm.org/doi/pdf/10.1145/3502181.3531460)
 - 22_ICWS_HRA: An Intelligent Holistic Resource Autoscaling Framework for Multi-service Applications [[paper]](https://ieeexplore.ieee.org/document/9885736)
 - 21_SoCC_SHOWAR: Right-Sizing And Efficient Scheduling of Microservices [[paper]](https://dl.acm.org/doi/10.1145/3472883.3486999) 
 - 20_OSDI_FIRM: An intelligent fine-grained resource management framework for slo-oriented microservices [[paper]](https://www.usenix.org/conference/osdi20/presentation/qiu)