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Cloud Native Technology Community
Cloud Native Technology Community
Mar 20, 2019 · Cloud Native

Kubernetes Architecture Analysis and Comparison of Scheduling Models with Mesos

This article explains the Kubernetes architecture, details each core component, demonstrates how a Deployment is created, and critically compares Kubernetes' two‑layer scheduling model with Mesos, evaluating resource utilization, scalability, flexibility, performance, and scheduling latency while discussing why cluster schedulers struggle with horizontal scaling.

MesosSchedulingarchitecture
0 likes · 15 min read
Kubernetes Architecture Analysis and Comparison of Scheduling Models with Mesos
360 Tech Engineering
360 Tech Engineering
Sep 29, 2018 · Operations

Design and Implementation of a Multi‑Task Scheduling System Based on Apache Mesos

This article describes how we identified underutilized CPU and memory resources in our company's servers, evaluated Kubernetes versus Apache Mesos, and built a non‑intrusive, Mesos‑based multi‑task scheduling system with dynamic resource reservation, monitoring, task isolation, and cluster‑wide observability, while addressing deployment challenges.

Docker AlternativeMesosResource Scheduling
0 likes · 11 min read
Design and Implementation of a Multi‑Task Scheduling System Based on Apache Mesos
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Sep 26, 2018 · Cloud Computing

How We Built a Multi‑Task Scheduler with Mesos on Legacy Servers

This article explains how we leveraged Apache Mesos to create a multi‑task scheduling system that maximizes idle CPU and memory on legacy CentOS machines without kernel upgrades, detailing architecture, deployment, monitoring, resource isolation, and remaining challenges.

MesosResource Schedulingcluster management
0 likes · 12 min read
How We Built a Multi‑Task Scheduler with Mesos on Legacy Servers
Tencent Cloud Developer
Tencent Cloud Developer
Jul 10, 2018 · Cloud Computing

Building a Containerized Scientific Computing Platform on the Cloud

The talk details XtraPi’s journey from early PBS‑based supercomputers to a modern Kubernetes‑driven, multi‑cloud platform that uses Tencent Cloud TKE to run massive containerized drug‑discovery simulations, describing scaling strategies, image optimization, CI pipelines, checkpoint‑restart, and future serverless and bare‑metal enhancements.

HPCHigh Performance ComputingMesos
0 likes · 28 min read
Building a Containerized Scientific Computing Platform on the Cloud
360 Tech Engineering
360 Tech Engineering
May 2, 2018 · Operations

Applying Mesos and Docker Containerization in 360 Commercial Advertising System

This article details how 360's commercial advertising platform leverages Mesos and Docker containerization to solve data‑center migration, fault recovery, OS inconsistencies, and resource‑utilization challenges, describing the architecture, standardization, networking, storage, service discovery, and future plans.

DockerMesosResource Scheduling
0 likes · 22 min read
Applying Mesos and Docker Containerization in 360 Commercial Advertising System
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
May 2, 2018 · Cloud Native

How 360 Scales Advertising with Mesos & Docker: Lessons in Cloud‑Native Ops

An SRE engineer from 360 shares how Mesos and Docker containerization solved data‑center migration, fault recovery, OS inconsistencies, scaling, and resource inefficiencies in the company's advertising platform, detailing architecture, deployment, networking, storage, service discovery, and future plans for cloud‑native operations.

DockerMesoscloud-native
0 likes · 24 min read
How 360 Scales Advertising with Mesos & Docker: Lessons in Cloud‑Native Ops
Qunar Tech Salon
Qunar Tech Salon
Nov 10, 2017 · Operations

Building a Private Cloud Elasticsearch Platform with Mesos and Docker

This article describes how the OPS team designed and implemented a private‑cloud Elasticsearch service using Mesos for resource management, Docker containers orchestrated by Marathon, and a suite of monitoring, self‑service configuration, and continuous deployment tools to improve resource utilization and operational efficiency.

DockerElasticsearchMarathon
0 likes · 9 min read
Building a Private Cloud Elasticsearch Platform with Mesos and Docker
iQIYI Technical Product Team
iQIYI Technical Product Team
Sep 15, 2017 · Cloud Computing

Mesos and Chronos Deployment at iQIYI: Building a Private Cloud Platform and PaaS

At iQIYI, the author led a private‑cloud platform built on Mesos and Chronos that runs millions of weekly containers for transcoding and analytics, then layered a feature‑rich PaaS called QAE on Marathon, highlighting IaaS vs PaaS benefits and outlining future micro‑service, GPU, and scaling enhancements.

ChronosMesosMicroservices
0 likes · 11 min read
Mesos and Chronos Deployment at iQIYI: Building a Private Cloud Platform and PaaS
Hujiang Technology
Hujiang Technology
Jul 31, 2017 · Operations

Juice: An Open‑Source Distributed Task Scheduling Framework Built on Apache Mesos

Juice is an open‑source Mesos‑based distributed task scheduling framework that abstracts Docker tasks, provides REST APIs, leverages Redis queues, and implements custom resource allocation, offering high resource utilization and fault‑tolerant execution for audio‑video processing workloads.

DockerJavaMesos
0 likes · 24 min read
Juice: An Open‑Source Distributed Task Scheduling Framework Built on Apache Mesos
Qunar Tech Salon
Qunar Tech Salon
Apr 11, 2017 · Big Data

Implementing Dynamic Scaling for Spark on Mesos Using Marathon and Docker

This article describes how a team migrated Spark 1.6.x running on Mesos to a Marathon‑Docker based architecture that provides dynamic executor scaling, resolves configuration and resource‑allocation issues, and improves monitoring, fault‑tolerance, and upgrade processes for large‑scale streaming workloads.

DockerDynamic ScalingMarathon
0 likes · 17 min read
Implementing Dynamic Scaling for Spark on Mesos Using Marathon and Docker
Hujiang Technology
Hujiang Technology
Mar 21, 2017 · Cloud Native

Docker and Microservices: Architecture, Orchestration, Networking, Storage, Monitoring, and Scaling at Hujiang

The article details Hujiang's practical experience deploying microservices with Docker, evaluating orchestration tools, network and storage solutions, monitoring approaches, and automatic scaling, and demonstrates how Docker improves deployment density, QPS, and resource efficiency compared to traditional architectures.

Container OrchestrationDockerMesos
0 likes · 11 min read
Docker and Microservices: Architecture, Orchestration, Networking, Storage, Monitoring, and Scaling at Hujiang
Ctrip Technology
Ctrip Technology
Mar 17, 2017 · Cloud Computing

Ctrip Container Cloud: Architecture, Elastic Scaling, and Monitoring Practices

This article details Ctrip's journey in building a private container cloud to support rapid business growth, covering elasticity challenges, container deployment principles, orchestration platform choices, network design, operational issues, custom executors, monitoring solutions, and the overarching CDOS system.

Container OrchestrationDockerMesos
0 likes · 16 min read
Ctrip Container Cloud: Architecture, Elastic Scaling, and Monitoring Practices
DevOps
DevOps
Feb 19, 2017 · Cloud Native

Ctrip’s Experience with Windows Containers: Architecture, Migration, Storage, Networking, and Orchestration

This article details Ctrip’s practical investigation of Windows containers, explaining why they adopted them for .NET workloads, the migration process, container types, image handling, storage and network models, orchestration choices such as Docker, Mesos, and the remaining challenges and future plans.

.NETContainer OrchestrationDocker
0 likes · 16 min read
Ctrip’s Experience with Windows Containers: Architecture, Migration, Storage, Networking, and Orchestration
Hujiang Technology
Hujiang Technology
Feb 6, 2017 · Backend Development

Design and Evolution of Juice: A Mesos‑Based Asynchronous Task Scheduling System

The article describes how Hujiang built and iterated a three‑generation asynchronous task scheduling platform—Juice—using Mesos and Docker to achieve on‑demand resource allocation, horizontal scalability, and efficient handling of large multimedia processing workloads.

DockerMesosasynchronous processing
0 likes · 10 min read
Design and Evolution of Juice: A Mesos‑Based Asynchronous Task Scheduling System
Ctrip Technology
Ctrip Technology
Jan 5, 2017 · Cloud Computing

Ctrip Cloud Walk 2016 Technical Conference Highlights: Cloud Computing, Container Orchestration, and Blockchain

The 2016 Ctrip Cloud Walk conference showcased a series of technical talks on cloud computing, container technologies, Kubernetes, Mesos, Docker, and blockchain, sharing real‑world implementations and challenges from industry leaders such as Qiniu, Ele.me, BiliBili, Dianrong, Alibaba Cloud, and Ctrip Cloud.

ContainersDevOpsDocker
0 likes · 6 min read
Ctrip Cloud Walk 2016 Technical Conference Highlights: Cloud Computing, Container Orchestration, and Blockchain
Qunar Tech Salon
Qunar Tech Salon
Dec 30, 2016 · Operations

Mesos Architecture and Its Practical Use at Qunar: Framework Unification and Operational Insights

This article explains the Mesos distributed system kernel, its resource‑allocation workflow, and how Qunar engineers applied and evolved Mesos, Marathon, and custom frameworks to achieve fine‑grained scheduling, high availability, service discovery, and multi‑tenant management in a large‑scale production environment.

MarathonMesoscluster management
0 likes · 14 min read
Mesos Architecture and Its Practical Use at Qunar: Framework Unification and Operational Insights
Hujiang Technology
Hujiang Technology
Dec 19, 2016 · Cloud Native

Architects' Roundtable: Container Practice and Orchestration Experiences

In this architects' roundtable, leading engineers from companies such as Hujiang, Didi, Mogujie, Qiniu, and Shanbay share practical experiences and challenges of adopting Docker, Mesos, Marathon, and Kubernetes for container deployment, orchestration, networking, storage, and auto‑scaling in production environments.

Container OrchestrationDevOpsDocker
0 likes · 22 min read
Architects' Roundtable: Container Practice and Orchestration Experiences
DevOps
DevOps
Dec 14, 2016 · Cloud Native

Step-by-Step Guide to Building a Mesos + Marathon Cluster on macOS with Docker

This article walks through installing a Mesos‑based distributed scheduling platform on macOS using Docker containers, covering custom image creation, registry configuration, Docker‑VM quirks, environment‑variable setup for Zookeeper, Mesos master and slaves, Marathon deployment, and practical tips for accessing containers via socat, Portainer, chroot, and nsenter.

DevOpsDockerMarathon
0 likes · 16 min read
Step-by-Step Guide to Building a Mesos + Marathon Cluster on macOS with Docker
Qunar Tech Salon
Qunar Tech Salon
Nov 8, 2016 · Operations

Building a Scalable Elasticsearch-as-a-Service Platform on Mesos, Marathon, and Docker at Qunar

This article describes how Qunar's operations team designed and implemented a cloud‑native Elasticsearch‑as‑a‑Service platform using Mesos, Marathon, and Docker, covering requirements analysis, technology selection, resource quota management, cluster isolation, service discovery, data reliability, monitoring, automated deployment, and future improvements.

DockerElasticsearchMarathon
0 likes · 17 min read
Building a Scalable Elasticsearch-as-a-Service Platform on Mesos, Marathon, and Docker at Qunar