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diff --git a/synapse/federation/transaction_queue.py b/synapse/federation/transaction_queue.py
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+# -*- coding: utf-8 -*-
+# Copyright 2014, 2015 OpenMarket Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+from twisted.internet import defer
+
+from .persistence import TransactionActions
+from .units import Transaction
+
+from synapse.api.errors import HttpResponseException
+from synapse.util.logutils import log_function
+from synapse.util.logcontext import PreserveLoggingContext
+
+import logging
+
+
+logger = logging.getLogger(__name__)
+
+
+class TransactionQueue(object):
+    """This class makes sure we only have one transaction in flight at
+    a time for a given destination.
+
+    It batches pending PDUs into single transactions.
+    """
+
+    def __init__(self, hs, transport_layer):
+        self.server_name = hs.hostname
+
+        self.store = hs.get_datastore()
+        self.transaction_actions = TransactionActions(self.store)
+
+        self.transport_layer = transport_layer
+
+        self._clock = hs.get_clock()
+
+        # Is a mapping from destinations -> deferreds. Used to keep track
+        # of which destinations have transactions in flight and when they are
+        # done
+        self.pending_transactions = {}
+
+        # Is a mapping from destination -> list of
+        # tuple(pending pdus, deferred, order)
+        self.pending_pdus_by_dest = {}
+        # destination -> list of tuple(edu, deferred)
+        self.pending_edus_by_dest = {}
+
+        # destination -> list of tuple(failure, deferred)
+        self.pending_failures_by_dest = {}
+
+        # HACK to get unique tx id
+        self._next_txn_id = int(self._clock.time_msec())
+
+    @defer.inlineCallbacks
+    @log_function
+    def enqueue_pdu(self, pdu, destinations, order):
+        # We loop through all destinations to see whether we already have
+        # a transaction in progress. If we do, stick it in the pending_pdus
+        # table and we'll get back to it later.
+
+        destinations = set(destinations)
+        destinations.discard(self.server_name)
+        destinations.discard("localhost")
+
+        logger.debug("Sending to: %s", str(destinations))
+
+        if not destinations:
+            return
+
+        deferreds = []
+
+        for destination in destinations:
+            deferred = defer.Deferred()
+            self.pending_pdus_by_dest.setdefault(destination, []).append(
+                (pdu, deferred, order)
+            )
+
+            def eb(failure):
+                if not deferred.called:
+                    deferred.errback(failure)
+                else:
+                    logger.warn("Failed to send pdu", failure)
+
+            with PreserveLoggingContext():
+                self._attempt_new_transaction(destination).addErrback(eb)
+
+            deferreds.append(deferred)
+
+        yield defer.DeferredList(deferreds)
+
+    # NO inlineCallbacks
+    def enqueue_edu(self, edu):
+        destination = edu.destination
+
+        if destination == self.server_name:
+            return
+
+        deferred = defer.Deferred()
+        self.pending_edus_by_dest.setdefault(destination, []).append(
+            (edu, deferred)
+        )
+
+        def eb(failure):
+            if not deferred.called:
+                deferred.errback(failure)
+            else:
+                logger.warn("Failed to send edu", failure)
+
+        with PreserveLoggingContext():
+            self._attempt_new_transaction(destination).addErrback(eb)
+
+        return deferred
+
+    @defer.inlineCallbacks
+    def enqueue_failure(self, failure, destination):
+        deferred = defer.Deferred()
+
+        self.pending_failures_by_dest.setdefault(
+            destination, []
+        ).append(
+            (failure, deferred)
+        )
+
+        yield deferred
+
+    @defer.inlineCallbacks
+    @log_function
+    def _attempt_new_transaction(self, destination):
+
+        (retry_last_ts, retry_interval) = (0, 0)
+        retry_timings = yield self.store.get_destination_retry_timings(
+            destination
+        )
+        if retry_timings:
+            (retry_last_ts, retry_interval) = (
+                retry_timings.retry_last_ts, retry_timings.retry_interval
+            )
+            if retry_last_ts + retry_interval > int(self._clock.time_msec()):
+                logger.info(
+                    "TX [%s] not ready for retry yet - "
+                    "dropping transaction for now",
+                    destination,
+                )
+                return
+            else:
+                logger.info("TX [%s] is ready for retry", destination)
+
+        if destination in self.pending_transactions:
+            # XXX: pending_transactions can get stuck on by a never-ending
+            # request at which point pending_pdus_by_dest just keeps growing.
+            # we need application-layer timeouts of some flavour of these
+            # requests
+            logger.info(
+                "TX [%s] Transaction already in progress",
+                destination
+            )
+            return
+
+        logger.info("TX [%s] _attempt_new_transaction", destination)
+
+        # list of (pending_pdu, deferred, order)
+        pending_pdus = self.pending_pdus_by_dest.pop(destination, [])
+        pending_edus = self.pending_edus_by_dest.pop(destination, [])
+        pending_failures = self.pending_failures_by_dest.pop(destination, [])
+
+        if pending_pdus:
+            logger.info("TX [%s] len(pending_pdus_by_dest[dest]) = %d",
+                        destination, len(pending_pdus))
+
+        if not pending_pdus and not pending_edus and not pending_failures:
+            logger.info("TX [%s] Nothing to send", destination)
+            return
+
+        logger.debug(
+            "TX [%s] Attempting new transaction"
+            " (pdus: %d, edus: %d, failures: %d)",
+            destination,
+            len(pending_pdus),
+            len(pending_edus),
+            len(pending_failures)
+        )
+
+        # Sort based on the order field
+        pending_pdus.sort(key=lambda t: t[2])
+
+        pdus = [x[0] for x in pending_pdus]
+        edus = [x[0] for x in pending_edus]
+        failures = [x[0].get_dict() for x in pending_failures]
+        deferreds = [
+            x[1]
+            for x in pending_pdus + pending_edus + pending_failures
+        ]
+
+        try:
+            self.pending_transactions[destination] = 1
+
+            logger.debug("TX [%s] Persisting transaction...", destination)
+
+            transaction = Transaction.create_new(
+                origin_server_ts=int(self._clock.time_msec()),
+                transaction_id=str(self._next_txn_id),
+                origin=self.server_name,
+                destination=destination,
+                pdus=pdus,
+                edus=edus,
+                pdu_failures=failures,
+            )
+
+            self._next_txn_id += 1
+
+            yield self.transaction_actions.prepare_to_send(transaction)
+
+            logger.debug("TX [%s] Persisted transaction", destination)
+            logger.info(
+                "TX [%s] Sending transaction [%s]",
+                destination,
+                transaction.transaction_id,
+            )
+
+            # Actually send the transaction
+
+            # FIXME (erikj): This is a bit of a hack to make the Pdu age
+            # keys work
+            def json_data_cb():
+                data = transaction.get_dict()
+                now = int(self._clock.time_msec())
+                if "pdus" in data:
+                    for p in data["pdus"]:
+                        if "age_ts" in p:
+                            unsigned = p.setdefault("unsigned", {})
+                            unsigned["age"] = now - int(p["age_ts"])
+                            del p["age_ts"]
+                return data
+
+            try:
+                response = yield self.transport_layer.send_transaction(
+                    transaction, json_data_cb
+                )
+                code = 200
+            except HttpResponseException as e:
+                code = e.code
+                response = e.response
+
+            logger.info("TX [%s] got %d response", destination, code)
+
+            logger.debug("TX [%s] Sent transaction", destination)
+            logger.debug("TX [%s] Marking as delivered...", destination)
+
+            yield self.transaction_actions.delivered(
+                transaction, code, response
+            )
+
+            logger.debug("TX [%s] Marked as delivered", destination)
+            logger.debug("TX [%s] Yielding to callbacks...", destination)
+
+            for deferred in deferreds:
+                if code == 200:
+                    if retry_last_ts:
+                        # this host is alive! reset retry schedule
+                        yield self.store.set_destination_retry_timings(
+                            destination, 0, 0
+                        )
+                    deferred.callback(None)
+                else:
+                    self.set_retrying(destination, retry_interval)
+                    deferred.errback(RuntimeError("Got status %d" % code))
+
+                # Ensures we don't continue until all callbacks on that
+                # deferred have fired
+                try:
+                    yield deferred
+                except:
+                    pass
+
+            logger.debug("TX [%s] Yielded to callbacks", destination)
+        except RuntimeError as e:
+            # We capture this here as there as nothing actually listens
+            # for this finishing functions deferred.
+            logger.warn(
+                "TX [%s] Problem in _attempt_transaction: %s",
+                destination,
+                e,
+            )
+        except Exception as e:
+            # We capture this here as there as nothing actually listens
+            # for this finishing functions deferred.
+            logger.exception(
+                "TX [%s] Problem in _attempt_transaction: %s",
+                destination,
+                e,
+            )
+
+            self.set_retrying(destination, retry_interval)
+
+            for deferred in deferreds:
+                if not deferred.called:
+                    deferred.errback(e)
+
+        finally:
+            # We want to be *very* sure we delete this after we stop processing
+            self.pending_transactions.pop(destination, None)
+
+            # Check to see if there is anything else to send.
+            self._attempt_new_transaction(destination)
+
+    @defer.inlineCallbacks
+    def set_retrying(self, destination, retry_interval):
+        # track that this destination is having problems and we should
+        # give it a chance to recover before trying it again
+
+        if retry_interval:
+            retry_interval *= 2
+            # plateau at hourly retries for now
+            if retry_interval >= 60 * 60 * 1000:
+                retry_interval = 60 * 60 * 1000
+        else:
+            retry_interval = 2000  # try again at first after 2 seconds
+
+        yield self.store.set_destination_retry_timings(
+            destination,
+            int(self._clock.time_msec()),
+            retry_interval
+        )