Mantis - Next-Gen Infra as Code’s Post

GÖDel Scheduler: A Multi-Workload Scheduler for Kubernetes   🎯 Key Innovations:     - **Unified Scheduling**: GÖDel Scheduler integrates both online and offline workloads into a single management framework for improved efficiency.     - **Optimistic Concurrency**: Implemented to efficiently handle resource conflicts during scheduling.     - **Two-layer Scheduling Abstraction**: Allows for scaling and flexibility in scheduling tasks across diverse computing needs.     - **Job Level Affinity**: Advanced affinity management based on network topologies to optimize communication in large-scale jobs.     - **Resource Reservation**: Manages idle resources, enabling offline jobs to borrow resources during low-usage periods.    💡 Notable Features:     - **Dispatcher and Binder System**: Handles scheduling and resource allocation more effectively than traditional methods.     - **Rich Plugin Architecture**: Provides customization for unique performance and scheduling requirements through a pluggable framework.     - **Microtopology Scheduling**: Supports NUMA-aware scheduling for latency-sensitive applications.    🛠️ Perfect for:     - Cloud-native architects     - DevOps teams     - Data scientists and machine learning engineers     - Infrastructure operators managing large-scale Kubernetes clusters    ⚡️ Impact:     - Improved overall resource utilization by 35%.     - Enhanced scheduling efficiency, achieving sub-1 minute latency amidst larger clusters up to 20,000 nodes.     - Reduced resource fragmentation by 20%, leading to more efficient resource allocation.     - Significant operational cost savings through automation and optimized resource transfers in production.    🔍 Preview of the Talk:     In this session, Bing Li, @Yue Yin, and Lintong Jiang from ByteDance unveil the GÖDel Scheduler, a groundbreaking open-source solution aimed at addressing common pitfalls in workload management within Kubernetes environments. The talk showcases the innovative two-layer scheduling approach and various advanced features such as job-level affinity and resource reservation that enhance scheduling efficacy and resource utilization. The insights gathered from their extensive in-house experience provide valuable perspectives on modern cloud-native operational challenges and potential solutions. Watch the full session: https://lnkd.in/gvcYeKpa

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