Please see [the document](https://nvflare.readthedocs.io/en/2.1/) for more details.
What's Changed
* Fix create_analytic_dxo method calling by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/141
* Fix poc permission by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/143
* Add protection to prevent loop stream logging. by yhwen in https://github.com/NVIDIA/NVFlare/pull/146
* Remove the log streaming codes. by yhwen in https://github.com/NVIDIA/NVFlare/pull/159
* Enhanced the client_runner to handle the abort command, return Return… by yhwen in https://github.com/NVIDIA/NVFlare/pull/161
* Enhanced the DXO data and meta default to empty dict. by yhwen in https://github.com/NVIDIA/NVFlare/pull/169
* added hello-pt-tb example with Learner API and tb streaming by SYangster in https://github.com/NVIDIA/NVFlare/pull/166
* Fix issue 156 on numpy default casting by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/172
* Coding style by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/171
* add aggregation helper class by holgerroth in https://github.com/NVIDIA/NVFlare/pull/165
* Add to the documentation to clarify about specific cases by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/175
* Fix private/fed/server docstrings by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/174
* Improve docstrings and coding style for fuel by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/176
* Private docstring fixes by yhwen in https://github.com/NVIDIA/NVFlare/pull/181
* Standardize error messages by SYangster in https://github.com/NVIDIA/NVFlare/pull/178
* Update admin client command line interface to based on AdminAPI by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/162
* Fixe cross_validation locate_model should ony return the model weight… by yhwen in https://github.com/NVIDIA/NVFlare/pull/186
* Fix CredentialType by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/188
* improve docstrings for apis and widgets by SYangster in https://github.com/NVIDIA/NVFlare/pull/187
* Fix show_stats command by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/191
* Fix all issues of isort/black after including nvflare/private folder by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/154
* Add default FL app validator by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/179
* Fix admin shutdown client issue by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/194
* Add information in documentation to help explain fed events by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/195
* Fix full model shareable generator by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/196
* Quit admin after timeout dev by SYangster in https://github.com/NVIDIA/NVFlare/pull/244
* HA: overseer/overseer_agent/overseer_agent_app/overseer_agent_gui by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/246
* Ha support by yhwen in https://github.com/NVIDIA/NVFlare/pull/261
* add dummy overseer agent by SYangster in https://github.com/NVIDIA/NVFlare/pull/262
* adding filesystem and s3 storage and persistor implementations by SYangster in https://github.com/NVIDIA/NVFlare/pull/255
* updated cli.py to enable HA. by yhwen in https://github.com/NVIDIA/NVFlare/pull/263
* remove old nfs_storage (filesystem_storage works for nfs) by SYangster in https://github.com/NVIDIA/NVFlare/pull/264
* Dev 2.1 cli change by yhwen in https://github.com/NVIDIA/NVFlare/pull/265
* Support HA in POC. by yhwen in https://github.com/NVIDIA/NVFlare/pull/270
* Add initialize by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/267
* Add json files and update templates by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/271
* Fix poc client start by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/272
* get open port for client_executor. by yhwen in https://github.com/NVIDIA/NVFlare/pull/275
* Minor changes to master-template.yml to support older versions of bash by kkersten in https://github.com/NVIDIA/NVFlare/pull/278
* Update with fed_admin config by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/274
* Change fl_admin launch script to use fed_admin.json config for poc mode by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/283
* update fed_admin_HA.json in poc to not use SSL by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/284
* Update dev by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/285
* Fix intime accumulated aggregators and add tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/288
* Change log levels for some logs in private by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/289
* Fix license issue by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/287
* support SAG HA. by yhwen in https://github.com/NVIDIA/NVFlare/pull/290
* Bugfix HE aggregator by holgerroth in https://github.com/NVIDIA/NVFlare/pull/292
* Fix isort/black/flake8 issues and CI/CD by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/296
* Add props to SP dataclass by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/304
* Persist wf_index in server_runner by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/305
* make task name configurable by holgerroth in https://github.com/NVIDIA/NVFlare/pull/254
* Refactor overseer_agent to AdminAPI from cli, add ha commands by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/302
* Enable poc command in 'pip install -e .' environment. by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/318
* support data kind WEIGHTS in HE by holgerroth in https://github.com/NVIDIA/NVFlare/pull/326
* Fix set_run_number for snapshot restore. by yhwen in https://github.com/NVIDIA/NVFlare/pull/312
* Clean up communicator by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/315
* Re-organise widgets and handlers by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/309
* Fix FLComponent docstring typo by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/329
* Add event_type to AnalyticsSender by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/330
* disable byoc in provisioning by holgerroth in https://github.com/NVIDIA/NVFlare/pull/327
* Clean up codes in nvflare/private/fed/app by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/286
* add storage tests by SYangster in https://github.com/NVIDIA/NVFlare/pull/325
* Add persist/restore to cyclic workflow by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/331
* Initial checkin of code with job management and admin commands by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/332
* 343 fixes svt_privacy by wyli in https://github.com/NVIDIA/NVFlare/pull/348
* Improve fed_(server|client).json readability by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/347
* Storage improvements by SYangster in https://github.com/NVIDIA/NVFlare/pull/341
* move job def related into apis, and add get_apps by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/350
* Fix persistable docstring by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/351
* Remove pickle dump/load calls from handling signature file by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/361
* Show warning after running poc command by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/363
* Rename study to project in all files in lighter by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/365
* Runner process by yhwen in https://github.com/NVIDIA/NVFlare/pull/369
* Make study spec consistent with study tool by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/359
* study manager by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/368
* Add study config user app by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/345
* Requires implementation of fire_event method for ServerEngineSpec by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/352
* Fix import issues by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/373
* Yaml loader known to unsafe. Switch to yaml's safe_loader to reduce … by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/380
* Fix some uncaught yaml loader codes. Replace them with safe_load by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/383
* Remove refresh api as it wipes out all records. by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/385
* Fix a few issues on study manager by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/375
* removed pickle from storage by SYangster in https://github.com/NVIDIA/NVFlare/pull/381
* Remove pickle from job commands by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/382
* Update docstrings by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/390
* Multi run support by yhwen in https://github.com/NVIDIA/NVFlare/pull/388
* add to docstrings and add method to get app content from Job by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/394
* Fix job def and manager specs by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/396
* fix upload and download job commands, add clone_job by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/397
* fixes the issue with keys in meta not being str by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/399
* Add Job scheduler by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/400
* update the commands in the FLAdminAPI by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/401
* Fix gunicorn cert issues by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/402
* Fix docstrings by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/408
* The privilege yaml file must be signed and loaded by secure content s… by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/403
* Add system state into overseer reply. by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/410
* Re-factor unit test's folder by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/405
* Scheduler integration by yhwen in https://github.com/NVIDIA/NVFlare/pull/411
* Added __init__.py, made the ABORT command invisible. by yhwen in https://github.com/NVIDIA/NVFlare/pull/413
* Added components for poc mode. by yhwen in https://github.com/NVIDIA/NVFlare/pull/414
* Enable components in fed_server.json by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/404
* keep running clients for job. by yhwen in https://github.com/NVIDIA/NVFlare/pull/417
* Fix exception messages by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/415
* Fix store in study manager as it's now a component by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/418
* Replace pickle in state persistence in provision cert with json by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/412
* Fix error when running provision with different overseer by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/409
* Added snapshot write lock. by yhwen in https://github.com/NVIDIA/NVFlare/pull/419
* Update CI/CD requirements and tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/376
* Add a new entry in fed_server.json by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/420
* Add coverage report to unit test by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/421
* Fixed the cross_site_validation for multi_run. by yhwen in https://github.com/NVIDIA/NVFlare/pull/422
* Add required section for server to start normally in provision (secure) mode by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/424
* Add default env var PYTHONPATH if it is not set by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/426
* Enhance error message reporting by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/425
* Admin command jobs for multi-jobs by nvidianz in https://github.com/NVIDIA/NVFlare/pull/431
* Update hello-numpy-sag from app to job structure and update docs by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/430
* Fixed relative path problem with submit_job by nvidianz in https://github.com/NVIDIA/NVFlare/pull/433
* Update integration test cases by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/429
* FLARE-128: Allow missing/empty study_name by nvidianz in https://github.com/NVIDIA/NVFlare/pull/435
* Update commands by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/432
* Clean up fuel/hci/server/login.py by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/441
* Fix typos by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/439
* FLARE-136: Fixed the exception in list_jobs when study is None by nvidianz in https://github.com/NVIDIA/NVFlare/pull/445
* Tests run with PASSED by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/427
* Remove result processor by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/440
* Clean up job scheduler, resource manager, and resource consumers by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/436
* Remove tee in sub_start.sh by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/447
* Add to FLAdminAPI, fix FLAdminAPI runner by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/443
* Add Ditto helper to app_common, update prostate example learners by ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/437
* fix issue of admin API not having poc_key in poc mode by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/449
* clean up experience with admin client for poc mode by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/450
* Move job scheduler from private to app_common by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/451
* Log separation by yhwen in https://github.com/NVIDIA/NVFlare/pull/446
* Enhance Job_runner logging. by yhwen in https://github.com/NVIDIA/NVFlare/pull/453
* Not allow shutdown while still jobs running. by yhwen in https://github.com/NVIDIA/NVFlare/pull/454
* Fixed codestyle. by yhwen in https://github.com/NVIDIA/NVFlare/pull/457
* Enable read the docs build by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/458
* Fix integration tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/455
* Add a white space to log info when deploying an application by holgerroth in https://github.com/NVIDIA/NVFlare/pull/459
* update FLAdminAPI runner by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/456
* Add back HA test cases by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/460
* Update storage and tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/448
* Fixed the missing min_sites and required_sites for Job. by yhwen in https://github.com/NVIDIA/NVFlare/pull/461
* Generate jws-like compact serialized study info by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/444
* Update cifar10 data setup procedure in integration tests apps by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/464
* Remove wrong params local_logging by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/465
* Wait for admin login by holgerroth in https://github.com/NVIDIA/NVFlare/pull/463
* Changed the job scheduler to use event. by yhwen in https://github.com/NVIDIA/NVFlare/pull/468
* Only persist the FLComponent snapshot. by yhwen in https://github.com/NVIDIA/NVFlare/pull/469
* Added SecurityContentService for runner_process. by yhwen in https://github.com/NVIDIA/NVFlare/pull/473
* Add flask and gunicorn by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/471
* Add PyJWT license by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/481
* Update study def and study manager to fit study cli and all required … by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/480
* Clean up server deployer by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/479
* Clean up server engine internal spec by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/478
* Clean up training cmds by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/477
* Clean up server runner by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/476
* Clean up fed server by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/475
* add HA specific commands to FLAdminAPI by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/474
* Add junitxml to unit test and update exclude var test by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/483
* Update job scheduler and add unit tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/472
* Update install requires by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/482
* Update setup.py for release by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/423
* Support abs path and sort list_jobs result by nvidianz in https://github.com/NVIDIA/NVFlare/pull/467
* To support Tensor used in the model weights for cross_validation. by yhwen in https://github.com/NVIDIA/NVFlare/pull/486
* Add unittests for lighter project class by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/488
* sync clients in runner_proess. by yhwen in https://github.com/NVIDIA/NVFlare/pull/487
* FLARE-197: Fixed the problem with empty deploy_map by nvidianz in https://github.com/NVIDIA/NVFlare/pull/494
* Add unittest cases on lighter Participant class by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/491
* Ensure the job exit for abort_job. by yhwen in https://github.com/NVIDIA/NVFlare/pull/496
* Added a missing check in. by yhwen in https://github.com/NVIDIA/NVFlare/pull/499
* Update dummy oa by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/500
* Update fed analysis example to 2.1 by holgerroth in https://github.com/NVIDIA/NVFlare/pull/495
* cifar10 example update for 2.1 by holgerroth in https://github.com/NVIDIA/NVFlare/pull/497
* Fix the list_sp index issue by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/503
* Fix DummyOverseerAgent overseer_info and sp_list by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/504
* Added job FAILED_TO_RUN status. Changed the multi-run run_number format. by yhwen in https://github.com/NVIDIA/NVFlare/pull/492
* use makedirs to auto make intermediate folders if needed by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/505
* Enchanced the file storage write process. by yhwen in https://github.com/NVIDIA/NVFlare/pull/502
* Fix list resource manager and add tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/485
* Modify existing premerge CI to runs-on temp-ci label by pxLi in https://github.com/NVIDIA/NVFlare/pull/507
* Enhance filesystem_storage file writting. by yhwen in https://github.com/NVIDIA/NVFlare/pull/509
* CIFAR-10 example: update readme and utility scripts by holgerroth in https://github.com/NVIDIA/NVFlare/pull/511
* Move example np codes into app_common by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/510
* Restructure integration tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/470
* Update 2.1 docs by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/498
* Add hello examples into CI integration tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/513
* Init blossom-ci workflow by pxLi in https://github.com/NVIDIA/NVFlare/pull/517
* Fix event recorder by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/515
* Fix np codes by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/514
* update provisioning helper ui to work for 2.1.0 release by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/522
* Clean up CI integration tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/516
* Blossom test by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/523
* Rewrote job validation and added test cases by nvidianz in https://github.com/NVIDIA/NVFlare/pull/520
* Updatedd the abort_task command usage. by yhwen in https://github.com/NVIDIA/NVFlare/pull/489
* pass the SP target info to the client process. by yhwen in https://github.com/NVIDIA/NVFlare/pull/528
* Add license files for tools needed for prostate by ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/525
* Update readme by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/526
* Fix client not online deploy error by yhwen in https://github.com/NVIDIA/NVFlare/pull/529
* Removed studies from submit_job and list_jobs by nvidianz in https://github.com/NVIDIA/NVFlare/pull/532
* Removed study_name from meta.json for all examples by nvidianz in https://github.com/NVIDIA/NVFlare/pull/534
* address issues from QA by adding to docs, removing delete_job by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/530
* remove study from docs and provisioning UI to match project.yml updates by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/536
* Change the default value of ignore_result_error in SAG workflows by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/535
* Remove Study-related info from lighter/apis/poc/setup.py/requirements… by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/533
* Snapshot concurrent persist by yhwen in https://github.com/NVIDIA/NVFlare/pull/512
* Heartbeat jobs by yhwen in https://github.com/NVIDIA/NVFlare/pull/524
* Changed to use ClientEngineSpec for type hint. by yhwen in https://github.com/NVIDIA/NVFlare/pull/537
* Added mock package. by yhwen in https://github.com/NVIDIA/NVFlare/pull/541
* Add shutdown system admin api by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/543
* Remove study manager from cifar10 example by holgerroth in https://github.com/NVIDIA/NVFlare/pull/542
* Add additional datasets with preprocess and testing for prostate example by ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/452
* Add a helper function to overseer agent by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/544
* cifar-10: update poc multi-task instructions by holgerroth in https://github.com/NVIDIA/NVFlare/pull/550
* add validation for shutdown_system by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/548
* Enable Overseer shutdown system command. by yhwen in https://github.com/NVIDIA/NVFlare/pull/547
* Fixed the issue abort_job command could not abort all running jobs. by yhwen in https://github.com/NVIDIA/NVFlare/pull/549
* Update HE exception message by holgerroth in https://github.com/NVIDIA/NVFlare/pull/552
* Update integration tests for HA by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/540
* CIFAR-10: use exact match to find run by holgerroth in https://github.com/NVIDIA/NVFlare/pull/551
* Update plot_tensorboard_events.py by ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/554
* Change tmp path under tmp/nvflare by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/531
* Set dummy info in both __init__ and initialize methods (to overcome a… by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/557
* Limit of servers to 2 at most by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/555
* Remove minio server in test scripts and fix format issues by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/556
* Fixed the missing client after running the system for a while. by yhwen in https://github.com/NVIDIA/NVFlare/pull/559
* Update supervised_learner.py by ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/560
* Add overseer integration tests by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/493
* logout from admin api after submitting job by holgerroth in https://github.com/NVIDIA/NVFlare/pull/565
* Update plot_tensorboard_events.py by ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/564
* Remove minio by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/568
* add check to throw exception if Python version is >= 3.9 by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/567
* Sort the jobs in scheduler based on submit time by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/566
* remove study store in cifar10 example project by holgerroth in https://github.com/NVIDIA/NVFlare/pull/569
* Job validator addition checks by chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/546
* Update hello-pt and hello-pt-tb example by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/561
* fix issue with FLAdminAPI stalling by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/572
* Add execution exception status to a job by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/558
* Remove reference implemenation of sql/redis stores from nvflare.ha.ov… by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/573
* Remove S3 storage unit test by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/574
* Add set -e to integration test script by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/577
* runtests scripts refactoring by chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/571
* Split snapshot file by yhwen in https://github.com/NVIDIA/NVFlare/pull/582
* Update project.yml by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/585
* update hello-monai README.md by chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/584
* added 30 seconds delay to terminate the child process. by yhwen in https://github.com/NVIDIA/NVFlare/pull/579
* Fix handling of config exception during job running by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/580
* revise wording of validation for show_stats by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/588
* add tests for running through FLAdminAPI commands by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/581
* Fix snapshot persistor with storage by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/589
* hide download commands with issues that will be worked on in next rel… by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/590
* Added authz for submit_job and list_jobs by nvidianz in https://github.com/NVIDIA/NVFlare/pull/587
* Init pre-merge scripts by YanxuanLiu in https://github.com/NVIDIA/NVFlare/pull/527
* Update cifar10 project file by holgerroth in https://github.com/NVIDIA/NVFlare/pull/586
* avoid swallow exception by chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/591
* Fixed the snapshot log path info. by yhwen in https://github.com/NVIDIA/NVFlare/pull/592
* Remove restriction of create inside preexisting in storage by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/595
* Add cancelled resources to front by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/594
* Update jobs storage location in cifar-10 project by holgerroth in https://github.com/NVIDIA/NVFlare/pull/598
* Use PCI_BUS_ID as CUDA_DEVICE_ORDER in GPUResourceConsumer by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/596
* Support ALL in site lists of deploy_map by nvidianz in https://github.com/NVIDIA/NVFlare/pull/599
* fixed the aux communication error under load. by yhwen in https://github.com/NVIDIA/NVFlare/pull/603
* dev-2.1 docs restructure by kkersten in https://github.com/NVIDIA/NVFlare/pull/601
* Support ALL in authz_func by nvidianz in https://github.com/NVIDIA/NVFlare/pull/606
* hide command scope on CLI interface to reduce confusion by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/605
* Fixed the abort_job random EOFError. by yhwen in https://github.com/NVIDIA/NVFlare/pull/597
* Fix job schedule and deploy with ALL by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/607
* cherrypick the monitor parent process exit to dev-2.1. by yhwen in https://github.com/NVIDIA/NVFlare/pull/610
* Fix resource manager by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/604
* fix links, add information to docs raised from QA by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/609
* Added proper system shutdown to avoid random Bad file descriptor errors. by yhwen in https://github.com/NVIDIA/NVFlare/pull/611
* update provisioning ui to generate updated project.yml by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/593
* Created test-cases for authorization by nvidianz in https://github.com/NVIDIA/NVFlare/pull/615
* fix shutdown_system command by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/612
* Fix resource manager clean up thread calling by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/613
* add HA integration tests with 2 servers by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/616
* Fix check client replies by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/620
* Corrected authorization behavior for abort_job and added test cases by nvidianz in https://github.com/NVIDIA/NVFlare/pull/622
* cifar-10: don't set cuda visible devices by holgerroth in https://github.com/NVIDIA/NVFlare/pull/617
* Add specific versions to requirements-min.txt by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/621
* Fix abort job when server execution exception by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/623
* fixed jobs run race condition issue. by yhwen in https://github.com/NVIDIA/NVFlare/pull/624
* Treat several messages as NON-ERROR execution by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/627
* Refactor Brats to 2.1 by ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/563
* Fixed the run_number type hint. by yhwen in https://github.com/NVIDIA/NVFlare/pull/632
* Fix a situation where server start success but client start failed by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/630
* fed_analysis: support new dataset with added masks by holgerroth in https://github.com/NVIDIA/NVFlare/pull/633
* make additions in docs to address various issues by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/635
* Fix admin logout issue when overseer is dead by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/628
* Enhanced the child_process logging. by yhwen in https://github.com/NVIDIA/NVFlare/pull/637
* Enhance the abort_train with retry. by yhwen in https://github.com/NVIDIA/NVFlare/pull/634
* Add missing import by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/639
* Fix unit test run number issue by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/640
* dev-2.1 docs update - overview, examples, programming guide by kkersten in https://github.com/NVIDIA/NVFlare/pull/642
* Update job meta validator test by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/644
* cifar-10: Use unique dir for datasplits by holgerroth in https://github.com/NVIDIA/NVFlare/pull/643
* Fix issue 638 by removing DistributionBuilder by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/645
* Deprecate accumulate weighted aggregator by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/647
* Remove fl_ctx in init method of job meta validator by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/646
* update links in the examples to the location for 2.1.0 docs by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/641
* Show better messages to users when starting overseer in POC mode by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/650
* Enable per participant component specification by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/651
* Replace run_number with job_id in most occurrences by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/654
* Added support for name in meta.json by nvidianz in https://github.com/NVIDIA/NVFlare/pull/653
* Fix hello examples by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/656
* Add new test case to security unit test by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/652
* Clean up secure content check method by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/648
* Remove overseer from poc by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/658
* Save job workspace by yhwen in https://github.com/NVIDIA/NVFlare/pull/655
* import mock from unittest by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/661
* Added back delete_job command, removed the delete_workspace command. by yhwen in https://github.com/NVIDIA/NVFlare/pull/662
* update run_number to job_id in examples by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/657
* CIFAR-10: add download job instructions and plot downloaded results by holgerroth in https://github.com/NVIDIA/NVFlare/pull/667
* update cifar-10 project file by holgerroth in https://github.com/NVIDIA/NVFlare/pull/666
* fed_analysis example: use download_job command; don't specify cuda devices by holgerroth in https://github.com/NVIDIA/NVFlare/pull/669
* Fix integration tests by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/663
* Add download_job_url to project.yml and template by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/671
* Delete job command enhance by yhwen in https://github.com/NVIDIA/NVFlare/pull/670
* Improve response on poc command by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/664
* make commands consistent with updates for FLAdminAPI and docs by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/665
* update links for 2.1.1 by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/668
* Use custom StorageException instead of RuntimeError by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/672
* Remove some unused rights from master template yaml file by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/675
* Add unit test for fuel/hci/zip_utils.py by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/659
* Readme updates on brats and prostate by ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/673
* Unregister client itself when client shutdown by stop_fl.sh by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/674
* Revert stop_fl.sh PR and add warnings when users run stop_fl.sh by IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/679
* update provisioning UI by nvkevlu in https://github.com/NVIDIA/NVFlare/pull/678
* Update example access result part and update documentation by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/681
* Added run_duration for the job. by yhwen in https://github.com/NVIDIA/NVFlare/pull/680
* Removal of download_folder and env and security fix for ls by nvidianz in https://github.com/NVIDIA/NVFlare/pull/682
* Remove env command in doc by YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/683
New Contributors
* kkersten made their first contribution in https://github.com/NVIDIA/NVFlare/pull/278
* wyli made their first contribution in https://github.com/NVIDIA/NVFlare/pull/348
* chesterxgchen made their first contribution in https://github.com/NVIDIA/NVFlare/pull/546
* YanxuanLiu made their first contribution in https://github.com/NVIDIA/NVFlare/pull/527
**Full Changelog**: https://github.com/NVIDIA/NVFlare/compare/2.0.6...2.1.1