Hi,
You have to check your mongo logs to know the exact error,
If it can help someone, here is what i found in my case using a Ubuntu-12.04 and a MongoDB-3.0.6:
1 - here is the retrieved error when executing the mongorestore
---
$ mongorestore DumpFolderPath --username admin
...
2015-09-10T15:48:21.701+0200 [#######################.] DbName.CollectionName 17.2 GB/17.4 GB (98.7%)
2015-09-10T15:48:24.702+0200 [#######################.] DbName.CollectionName 17.3 GB/17.4 GB (99.0%)
2015-09-10T15:48:27.703+0200 [#######################.] DbName.CollectionName 17.3 GB/17.4 GB (99.3%)
2015-09-10T15:48:30.704+0200 [#######################.] DbName.CollectionName 17.3 GB/17.4 GB (99.5%)
2015-09-10T15:48:33.705+0200 [#######################.] DbName.CollectionName 17.4 GB/17.4 GB (99.8%)
2015-09-10T15:48:35.984+0200 restoring indexes for collection DbName.CollectionName from metadata
2015-09-10T15:57:17.155+0200
Failed: restore error: DbName.CollectionName: error creating indexes for DbName.CollectionName: createIndex error: EOF
2 - here is the log details for the same date/hour
---
$ cat /var/log/mongodb/mongod.log
...
2015-09-10T13:56:58.004Z I - [conn29] Index Build: 6208000/26065549 23%
2015-09-10T13:57:01.008Z I - [conn29] Index Build: 6261000/26065549 24%
2015-09-10T13:57:04.002Z I - [conn29] Index Build: 6319100/26065549 24%
2015-09-10T13:57:11.088Z I - [conn29] Index Build: 6351300/26065549 24%
2015-09-10T13:57:16.352Z F -
[conn29] out of memory.
---
3 - I checked and found a MongoDB3 issue in the same context (#SERVER-17834), the issue was rejected because 1Go of SWAP was considered as very low and leading to this abnormal behavior4 - my swap memory size was as low as described on this ticket
$ swapon -s
Filename Type Size Used Priority
/dev/mapper/vmname--vg-swap_1 partition 1044476 19872 -1
5 - Thus, increasing my swap memory size has solved the issue (here is a tutorial explaining how to do that on Ubuntu)