JGroups - A Framework for Group Communication in Java ======================================================== March 3, 1998 Bela Ban 4114 Upson Hall Cornell University Ithaca, NY 14853 [email protected] [email protected] JGroups is a Java library for reliable group communication. It consists of 3 parts: (1) a socket-like API for application development, (2) a protocol stack, which implements reliable communication, and (3) a set of building blocks, which give the developer high-level abstractions (e.g. ReplicatedHashMap, an implementation of java.util.Map). The API (a channel) looks like a socket: there are methods for joining and leaving groups, sending and receiving messages, getting the shared group state, and registering for notifications when a member joins, or an existing member leaves or crashes. The protocol stack is a list of protocols, through which each message passes. Each protocol implements an up() and down() method, and may modify, reorder, encrypt, fragment/unfragment, drop, or pass a message up/down. The protocol stack is created according to a specification given when a channel is created. New protocols can be plugged into the stack easily. Building blocks hide the channel and provide a higher abstraction. Example: ReplicatedHashMap implements java.util.Map and implements all methods that change the map (clear(), put(), remove()). Those methods are invoked on all hashmap instances in the same group simultaneously, so that all hashmaps have the same state. A new hashmap uses a state transfer protocol to initially obtain the shared group state from an existing member. This allows for replication of data structures across processes. Group communication is important in the following situations: - A service has to be replicated for availability. As long as at least one of the servers remains operational, the service itself remains operational - Service requests have to be balanced between a set of servers - A large number of objects have to be managed as one entity (e.g. a management domain) - Notification service / push technology: receivers subscribe to a channel, senders send data to the channels, channels distribute data to all receivers subscribed to the channel. Used for example for video distribution, videoconferencing JGroups deliberately models a rather low-level message-oriented middleware (MOM) model. The reason is that we don't want to impose a one-size-fits-all model on the programmer, who usually will want to extend the model in various (previously unconceived) ways anyway. Providing low level Java classes allows the programmer to extend/replace classes at will, as the granularity of the system is finer.
The JGroups projectJGroups - A Framework for Group Communication in Java ======================================================== March 3, 1998 Bela Ban 4114 Upson Hall Cornell University Ithaca, NY 14853
Stateful Functions is an API that simplifies the building of distributed stateful applications with a runtime built for serverless architectures. It brings together the benefits of stateful stream processing - the processing of large datasets with low latency and bounded resource constraints - along with a runtime for modeling stateful entities that supports location transparency, concurrency, scaling, and resiliency.