(https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/8716e5ae69204aa6a14b61fbf65cbf45~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1713975625&x-signature=RdKCG2bXagVJzM7whtq1RkXNX94%3D)****文 |******Aurora****来自火山引擎ByteHouse团队**![picture.image](https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/785128b7ebe04c89947abca7a6baafb1~tplv-tlddhu82om-i...
以 ES 为中心的日志架构可以利用 ES 查询便利的优势,但是资源开销大、成本高。而且 ES 与 Kibana 在界面上强绑定,不利于功能扩展。 - 开源方案一般采用单机 yaml 做采集配置,当节点数很多的时候,配置非常繁琐... 开源系统的采集配置难以管理,数据源也比较单一。![图片 2 (2).png](https://p9-juejin.byteimg.com/tos-cn-i-k3u1fbpfcp/824b0aabe856488da0e1a979fecc8a53~tplv-k3u1fbpfcp-5.jpeg?)### Kubernetes 下的...
(https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/2abadf36ef584181acac6514a45f69b6~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062087&x-signature=sfRfEZr8BHIr1bB37wrXkRDA... (https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/789c6ffca7db49c5a4c89b4a04aab34b~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062087&x-signature=aPghrbBma4LawgN11%2BJ3he...
结果通过 ETL 导入到 HBase/ES/ClickHouse 等系统提供在线的查询服务。对于实时链路, 数据会直接进入到 HBase/ES 提供高并发低时延的在线查询服务,另一方面数据会流入到 ClickHouse/Druid 提供在线的查询聚合服务。... (https://p6-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/a3191e9aa030462eaabb20ec6ef54904~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062057&x-signature=gpT9yFzYTMVD%2BTs0EDpkA6...
[picture.image](https://p6-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/82e17d31133b4aac85fb9d43759ec304~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1713975625&x-signature=lv6IAXrEv... (https://p6-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/0cf042d9213b4be5bf89abb716e1b4f7~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1713975625&x-signature=razd30UsgPj5u6EYOhodsGpP...
(https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/5d5d5fcf5b5d403abb0e9b86553244fc~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062043&x-signature=MnncYZ28MwNYa9SFqcZuaEvq... (https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/828b4f9ea1784dfeaaddefe7580d32f1~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062043&x-signature=YNnzXL0SLYWIUQ2jQscU24w0...
(https://p6-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/a53e61bbbaa147e79889471988ae2504~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062017&x-signature=S0uP%2BhSVuhpMTlR4f9NiqO... (https://p6-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/9c2e578cb70949fcbb1fadcba050f886~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062017&x-signature=JxakeOFdyOkJcg2gKJLmZczs...
[picture.image](https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/2fcc77ba3b094f76bfd9e92e41e04f70~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062025&x-signature=iFSErDMyK... **●** LAS Spark未来规划===================== ![picture.image](https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/93a59cb9a84d46a78ead5e7e5d0aaf8b~tplv-tlddhu82om-image.imag...
提供包括自动扩缩容、慢节点自动迁移和延迟/故障智能诊断等能力,同时能插件化拓展功能。StreamOps 在字节跳动内部得到了大规模验证,日常节省 15% 计算资源,每天有效迁移慢节点约 1000 次,减少 75% 的人工 Oncall,大幅降低了超大规模场景下流式任务的维护成本。![picture.image](https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/7ade1a30044a4baa83bc744db090d0d3~tplv-tlddhu82om-image.image?=&rk3s=8031ce...
[picture.image](https://p3-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/6d6e7793e9664bb1928ab64e823f91b5~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062013&x-signature=0gpf8Qbh0... 需要将流量自动回流至基线版本,保障业务逻辑闭环。同时,在服务实例进程及线程切换过程中完成上下文串联。服务 A、B、C 的单个服务实例根据接受的流量特征不同,需要匹配不同的流量路由规则,将其路由至下游指定...
[picture.image](https://p6-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/ba748b0ad9fd4476af8bdf371d2f85bd~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062013&x-signature=11lBB9r6z... (https://p6-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/90de07070bd148aab22c5b10fc9b98ef~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062013&x-signature=qFmdhTXh489HPdkFjAQR1jF0...
(https://p6-volc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/84c79ca00a964153bba3ef0b5990ab9c~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062033&x-signature=QszrJE1cMwJTuLofJ5MnpRHG... lc-community-sign.byteimg.com/tos-cn-i-tlddhu82om/e5bbb2c841574954849600d4d31824f2~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062033&x-signature=4ANSj3vaQn5eE%2FudI31%2Bm%2B0h9%2BA%3D...
lddhu82om/1509291ca2cb441bbab4f585487993b1~tplv-tlddhu82om-image.image?=&rk3s=8031ce6d&x-expires=1714062047&x-signature=H%2B7znhpU8MuW0M72xSO6AaY9WsY%3D)云原生是一种针对云计算环境的软件开发和部署方法,它让应用程序更容易在云上运行。它使用了一些技术,比如把应用程序打包成容器、采用微服务架构,还有一个工具可以帮助管理这些容器的部署和运行。这样做的好处是应用程序可以更好地适应云环境的需求,比如能够自动扩...