DiSNI: Direct Storage and Networking Interface
DiSNI is a Java library for direct storage and networking access from userspace. It provides an RDMA interface to access remote memory. DiSNI enables the development of Java applications for high performance RDMA networks, such as InfiniBand, iWARP, or RoCE. The RDMA API is implemented based on the Open Fabrics Enterprise Distribution (OFED) RDMA user libraries. It provides RDMA semantics including asynchronous operations, zero-copy transmission and direct data placement.
Changelog
- Version 1.5 removes NVMf/SPDK code. For user of the DiSNI NVMf API we provide a new NVMf library called jNVMf
Building DiSNI
Building the source requires Apache Maven and GNU/autotools and Java version 8 or higher. To build DiSNI and its example programs, obtain a copy of DiSNI from Github and execute the following steps:
- Compile the Java sources using: mvn -DskipTests install
- Compile libdisni using: cd libdisni; ./autoprepare.sh; ./configure --with-jdk=<path>; make install
How to Run the Examples
Common steps:
- After building DiSNI, make sure DiSNI and its dependencies are in the classpath (e.g., disni-1.5-jar-with-dependencies.jar). Also add the DiSNI test jar (disni-1.5-tests.jar) which includes the examples.
- Make sure libdisni is part of the LD_LIBRARY_PATH
RDMA example
- Make sure the RDMA network interface is configured and up on the test machines (run ibv_devices to see the list of RDMA NICs). If your machine does not have RDMA hardware, you can also use SoftiWARP from Github.
- Run the server: java com.ibm.disni.examples.ReadServer -a <server IP>
- Run the client: java com.ibm.disni.examples.ReadClient -a <server IP>
Programming with DiSNI
DiSNI is part of maven central, therefore the simplest way to use DiSNI in your maven application is to add the following snippet to your application pom.xml file.
<dependency>
<groupId>com.ibm.disni</groupId>
<artifactId>disni</artifactId>
<version>1.5</version>
</dependency>
The DiSNI API follows a Group/Endpoint model which is based on three key data types (interfaces):
- DiSNIServerEndpoint:
- represents a listerning server waiting for new connections
- contains methods to bind() to a specific port and to accept() new connections
- DiSNIEndpoint:
- represents a connection to a remote (or local) resource (e.g., RDMA)
- offers non-blocking methods to read() or write() the resource
- DiSNIGroup:
- a container and a factory for both client and server endpoints
Specific implementations of these interface like DiSNI/RDMA offers extra functionality tailored to their purpose.
Stateful Operations
To avoid any performance impacts that are associated with passing complex parameters and arrays through the JNI interface, the DiSNI library implements stateful method calls (SMC). With this approach, the JNI serialization state for a particular call is cached in the context of an SMC object and can be reused many times. SMC objects can also be modified, for instance when transmitting data at different offsets. Modifications to SMC objects are efficient as they do not require serialization. It is key that SMC objecs are re-used whenever possible to avoid garbage collection overheads.
Programming RDMA using DiSNI
Here are the basic steps that are necessary to develop an RDMA client/server application using DiSNI. First, define your own custom endpoints by extending either extending RdmaClientEndpoint or RdmaActiveClientEndpoint
public class CustomServerEndpoint extends RdmaActiveClientEndpoint {
public void init() throws IOException{
super.init();
//allocate and register buffers
//initiate postRecv call to pre-post some recvs if necessary
//...
}
}
Implement a factory for your custom endpoints
public class CustomFactory implements RdmaEndpointFactory<CustomServerEndpoint> {
private RdmaActiveEndpointGroup<CustomServerEndpoint> endpointGroup;
public CustomServerEndpoint createClientEndpoint(RdmaCmId idPriv) throws IOException {
return new CustomServerEndpoint(endpointGroup, idPriv);
}
}
At the server, allocate an endpoint group and initialize it with the factory, create a server endpoint, bind it and accept connections
RdmaActiveEndpointGroup endpointGroup = new RdmaActiveEndpointGroup<CustomServerEndpoint>();
CustomFactory factory = new CustomFactory(endpointGroup);
endpointGroup.init(factory);
RdmaServerEndpoint<CustomServerEndpoint> endpoint = endpointGroup.createServerEndpoint();
endpoint.bind(address);
CustomServerEndpoint endpoint = serverEndpoint.accept();
At the client, also create a custom endpoint and factory (not shown) and connect your endpoint to the server
RdmaActiveEndpointGroup endpointGroup = new RdmaActiveEndpointGroup<CustomClientEndpoint>();
CustomFactory factory = new CustomFactory(endpointGroup);
endpointGroup.init(factory);
CustomClientEndpoint endpoint = endpointGroup.createClientEndpoint();
endpoint.connect(address);
Once an endpoint is connected, RDMA data operations can be issued. For this, a descriptor that encodes the operation will have to be prepared. The descriptor encodes the type of operation (read, write, send, recv) and points to the data buffer that is involved.
IbvMr mr = endpoint.registerMemory(buffer).execute().free();
IbvSendWR sendWR = endpoint.getSendWR();
sendWR.setOpcode(IbvSendWR.IBV_WR_RDMA_READ);
sendWR.getRdma().setRemote_addr(mr.getAddr());
sendWR.getRdma().setRkey(lkey);
To trigger the operation, a list of descriptors will have to be posted onto the connection. Each descriptor may further have multiple scatter/gather elements.
SVCPostSend postSend = endpoint.postSend(decriptorList);
postSend.execute();
A completion event is created by the network interface after the data buffer has been DMA's to the NIC. Depending on which type of endpoint group that is used, the event is signaled either through a callback, or has to be polled manually by the application. Once the completion event has been consumed, the data buffer can be reused.
A good example showcasing the use of SMC can be found in JVerbsReadClient.java:
SVCPostSend postSend = endpoint.postSend(endpoint.getWrList_send());
for (int i = 10; i <= 100; ){
postSend.getWrMod(0).getSgeMod(0).setLength(i);
postSend.execute();
//wait until the operation has completed
endpoint.getWcEvents().take();
//we should have the content of the remote buffer in our own local buffer now
ByteBuffer dataBuf = endpoint.getDataBuf();
dataBuf.clear();
System.out.println("ReadClient::read memory from server: " + dataBuf.asCharBuffer().toString());
i += 10;
}
postSend.free();
Choosing the EndpointGroup
As mentioned earlier, EndpointGroups are containers and factories for RDMA connections (RdmaEndpoint). There are two types of groups available in the RDMA API, and which type works best depends on the application. The RdmaActiveEndpointGroup actively processes network events caused by RDMA messages being transmitted or received. Events are signaled by calling dispatchCqEvent() which can be overriden by the custom endpoint of the application. The RdmaPassiveEndpointGroup provides a polling interface that allows the application to directly reap completion events from the network queue (completion queue). As such, the passive mode has typically lower latency but may suffer from contention in case of large numbers of threads operating on the same connection. The active mode, on the other hand, is more robust under large numbers of threads, but has higher latencies. Often it is the best option to use active endpoints at the server, and passive connections at the client. Passive endpoints are typically the right choice if the application knows when messages will be received and, thus, can poll the completion queue accordingly.
Publications
-
jVerbs: Ultra-low Latency for Data Center Applications, Patrick Stuedi, Bernard Metzler, Animesh Trivedi. Proceedings of the 4th ACM Symposium on Cloud Computing 2013 (SoCC’13), Santa Clara, CA, USA, October 2013.
-
jVerbs: RDMA support for Java, Patrick Stuedi, Bernard Metzler, Animesh Trivedi. IBM Technical Report Number RZ3845.
Contributions
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Contact
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