mirror of https://github.com/grpc/grpc.git
parent
90262f8750
commit
b31ec1e81c
1 changed files with 96 additions and 0 deletions
@ -0,0 +1,96 @@ |
|||||||
|
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 way 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 load balancer |
||||||
|
would be responsible for providing a list of servers and let the client choose |
||||||
|
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 API: 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 |
||||||
|
straightforward algorithms (ie, Pick First, 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 is 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. |
Loading…
Reference in new issue