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author | David G. Quintas <dgq@google.com> | 2016-02-19 12:33:20 -0800 |
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committer | David G. Quintas <dgq@google.com> | 2016-02-19 12:33:20 -0800 |
commit | c261802f19d6da6c6cdee1f0ca63596a5b083853 (patch) | |
tree | 1e05cb3aaa4a5b94281af322dc2f7d56b72cbc60 /doc | |
parent | 49d297a29c0ce9235fdb5d2e99a7ecd75d76eee3 (diff) | |
parent | 51073f307fb72c8d55fdf699f3a98c5cf695a26f (diff) |
Merge pull request #5195 from dgquintas/lb-doc
Load balancing documentation first draft
Diffstat (limited to 'doc')
-rw-r--r-- | doc/load-balancing.md | 97 |
1 files changed, 97 insertions, 0 deletions
diff --git a/doc/load-balancing.md b/doc/load-balancing.md new file mode 100644 index 0000000000..681be02a72 --- /dev/null +++ b/doc/load-balancing.md @@ -0,0 +1,97 @@ +Load Balancing in gRPC +======================= + +# Objective + +To design a load balancing API between a gRPC client and a Load Balancer to +instruct the client how to send load to multiple backend servers. + +# Background + +Prior to any gRPC specifics, we explore some usual ways to approach load +balancing. + +### Proxy Model + +Using a proxy provides a solid trustable client that can report load to the load +balancing system. Proxies typically require more resources to operate since they +have temporary copies of the RPC request and response. This model also increases +latency to the RPCs. + +The proxy model was deemed inefficient when considering request heavy services +like storage. + +### Balancing-aware Client + +This thicker client places more of the load balancing logic in the client. For +example, the client could contain many load balancing policies (Round Robin, +Random, etc) used to select servers from a list. In this model, a list of +servers would be either statically configured in the client, provided by the +name resolution system, an external load balancer, etc. In any case, the client +is responsible for choosing the preferred server from the list. + +One of the drawbacks of this approach is writing and maintaining the load +balancing policies in multiple languages and/or versions of the clients. These +policies can be fairly complicated. Some of the algorithms also require client +to server communication so the client would need to get thicker to support +additional RPCs to get health or load information in addition to sending RPCs +for user requests. + +It would also significantly complicate the client's code: the new design hides +the load balancing complexity of multiple layers and presents it as a simple +list of servers to the client. + +### External Load Balancing Service + +The client load balancing code is kept simple and portable, implementing +well-known algorithms (ie, Round Robin) for server selection. +Complex load balancing algorithms are instead provided by the load balancer. The +client relies on the load balancer to provide _load balancing configuration_ and +_the list of servers_ to which the client should send requests. The balancer +updates the server list as needed to balance the load as well as handle server +unavailability or health issues. The load balancer will make any necessary +complex decisions and inform the client. The load balancer may communicate with +the backend servers to collect load and health information. + +# Proposed Architecture + +The gRPC load balancing approach follows the third approach, by having an +external load balancer which provides simple clients with a list of servers. + +## Client + +When establishing a gRPC stream to the balancer, the client will send an initial +request to the load balancer (via a regular gRPC message). The load balancer +will respond with client config (including, for example, settings for flow +control, RPC deadlines, etc.) or a redirect to another load balancer. If the +balancer did not redirect the client, it will then send a list of servers to the +client. The client will contain simple load balancing logic for choosing the +next server when it needs to send a request. + +## Load Balancer + +The Load Balancer is responsible for providing the client with a list of servers +and client RPC parameters. The balancer chooses when to update the list of +servers and can decide whether to provide a complete list, a subset, or a +specific list of “picked” servers in a particular order. The balancer can +optionally provide an expiration interval after which the server list should no +longer be trusted and should be updated by the balancer. + +The load balancer may open reporting streams to each server contained in the +server list. These streams are primarily used for load reporting. For example, +Weighted Round Robin requires that the servers report utilization to the load +balancer in order to compute the next list of servers. + +## Server + +The gRPC Server is responsible for answering RPC requests and providing +responses to the client. The server will also report load to the load balancer +if a reporting stream was opened for this purpose. + +### Security + +The load balancer may be separate from the actual server backends and a +compromise of the load balancer should only lead to a compromise of the +loadbalancing functionality. In other words, a compromised load balancer should +not be able to cause a client to trust a (potentially malicious) backend server +any more than in a comparable situation without loadbalancing. |