
Over twelve months, Fedor Gladkov engineered core reliability and performance features for the tarantool/tarantool repository, focusing on distributed database internals and transaction management. He implemented robust replication safeguards, refined MVCC correctness, and introduced LSN-based transaction recovery to improve data integrity during restarts. Using C, C++, and Lua, Fedor addressed concurrency, memory management, and protocol design challenges, delivering fixes for crash scenarios and optimizing performance metrics. His work included enhancing benchmarking accuracy, stabilizing read-view closures, and hardening DDL reliability under WAL failures. The depth of his contributions reflects strong system programming skills and a comprehensive approach to backend database resilience.
In December 2025, focused on hardening DDL reliability and WAL failure handling for tarantool/tarantool. Delivered a targeted bug fix that strengthens data integrity during WAL outages and improves DDL concurrency behavior.
In December 2025, focused on hardening DDL reliability and WAL failure handling for tarantool/tarantool. Delivered a targeted bug fix that strengthens data integrity during WAL outages and improves DDL concurrency behavior.
November 2025: Primary focus on stabilizing and improving read-view performance in tarantool/tarantool by removing a costly iteration in tuple_dictionary_delete_hash, which eliminated an O(n) scan and subsequent redundant operations when closing read views. The change delivered a tangible performance uplift, reduced regression risk, and demonstrated strong code hygiene with cross-repo collaboration (tarantool-ee references).
November 2025: Primary focus on stabilizing and improving read-view performance in tarantool/tarantool by removing a costly iteration in tuple_dictionary_delete_hash, which eliminated an O(n) scan and subsequent redundant operations when closing read views. The change delivered a tangible performance uplift, reduced regression risk, and demonstrated strong code hygiene with cross-repo collaboration (tarantool-ee references).
Monthly work summary for 2025-10 focusing on stability and reliability of the Tarantool Memtx MVCC engine. Delivered a critical crash fix related to index count limits and maintained ongoing code quality and collaboration.
Monthly work summary for 2025-10 focusing on stability and reliability of the Tarantool Memtx MVCC engine. Delivered a critical crash fix related to index count limits and maintained ongoing code quality and collaboration.
September 2025 monthly summary for tarantool/tarantool focusing on reliability and memory-management improvements in core data structures. Delivered a critical bug fix for BPS Tree insertions under memory pressure (OOM) along with supporting tests and targeted refactoring to reduce susceptibility to memory-related crashes. The work enhances production uptime and stability while demonstrating strong code quality and test coverage.
September 2025 monthly summary for tarantool/tarantool focusing on reliability and memory-management improvements in core data structures. Delivered a critical bug fix for BPS Tree insertions under memory pressure (OOM) along with supporting tests and targeted refactoring to reduce susceptibility to memory-related crashes. The work enhances production uptime and stability while demonstrating strong code quality and test coverage.
Summary for 2025-08: Implemented transaction ownership checks and rollback improvements in Memtx to strengthen MVCC correctness and secondary-index consistency. Fixed a Memtx-MVCC rollback bug that could cause dirty gap reads in secondary indexes. These changes enhance data integrity for concurrent transactions and lay groundwork for future ownership logic enhancements. Key commits include 78fc900e..., d4f9f9b9..., and 2a9a463e....
Summary for 2025-08: Implemented transaction ownership checks and rollback improvements in Memtx to strengthen MVCC correctness and secondary-index consistency. Fixed a Memtx-MVCC rollback bug that could cause dirty gap reads in secondary indexes. These changes enhance data integrity for concurrent transactions and lay groundwork for future ownership logic enhancements. Key commits include 78fc900e..., d4f9f9b9..., and 2a9a463e....
Month: 2025-07 – Tarantool/tarantool Key features delivered - 1mops_write Benchmark Metric Accuracy Fixes: corrected RPS calculation by counting only replace operations via box.stat().REPLACE.total and refined total operations/transactions per fiber using floor division; updated fiber creation arguments to reflect the total workload. Major bugs fixed - Fixed incorrect benchmarking metrics for 1mops_write: corrected RPS counting and per-fiber operation counts, ensuring metrics reflect true workload and parallelism. Overall impact and accomplishments - Achieved reliable and reproducible benchmark results, enabling data-driven performance planning and targeted optimizations. Improves decision-making for future tuning and capacity planning, with clear traceability of changes. Technologies/skills demonstrated - Benchmark instrumentation and analysis, Tarantool internals (box.stat, box.info.lsn, fiber management), precise metric design, and clear commit-based traceability.
Month: 2025-07 – Tarantool/tarantool Key features delivered - 1mops_write Benchmark Metric Accuracy Fixes: corrected RPS calculation by counting only replace operations via box.stat().REPLACE.total and refined total operations/transactions per fiber using floor division; updated fiber creation arguments to reflect the total workload. Major bugs fixed - Fixed incorrect benchmarking metrics for 1mops_write: corrected RPS counting and per-fiber operation counts, ensuring metrics reflect true workload and parallelism. Overall impact and accomplishments - Achieved reliable and reproducible benchmark results, enabling data-driven performance planning and targeted optimizations. Improves decision-making for future tuning and capacity planning, with clear traceability of changes. Technologies/skills demonstrated - Benchmark instrumentation and analysis, Tarantool internals (box.stat, box.info.lsn, fiber management), precise metric design, and clear commit-based traceability.
April 2025 monthly summary for tarantool/tarantool: Delivered a performance testing refinement by replacing manual timing with Tarantool's built-in box.stat().REPLACE.rps to measure 1mops_write peak speed. This change standardizes performance measurement, improves metric accuracy, and enables quicker baseline comparisons across releases. The work is captured in commit 584c3e00c410fc731dacfc649762060717c85f6c.
April 2025 monthly summary for tarantool/tarantool: Delivered a performance testing refinement by replacing manual timing with Tarantool's built-in box.stat().REPLACE.rps to measure 1mops_write peak speed. This change standardizes performance measurement, improves metric accuracy, and enables quicker baseline comparisons across releases. The work is captured in commit 584c3e00c410fc731dacfc649762060717c85f6c.
March 2025 (tarantool/tarantool): Delivered a configurable transaction quorum timeout to prevent indefinite hanging of user fibers during synchronous quorum collection. Implemented txn_synchro_timeout config option, enabling a fiber to detach from a timed-out transaction and continue waiting for quorum in the background. The behavior is active when replication_synchro_timeout is set to 'new', aligning with the updated quorum handling strategy. Commit bfeffaa3a45e52f6f12ce09a5bf8dcc3680c7b67 documents the change and config option introduction.
March 2025 (tarantool/tarantool): Delivered a configurable transaction quorum timeout to prevent indefinite hanging of user fibers during synchronous quorum collection. Implemented txn_synchro_timeout config option, enabling a fiber to detach from a timed-out transaction and continue waiting for quorum in the background. The behavior is active when replication_synchro_timeout is set to 'new', aligning with the updated quorum handling strategy. Commit bfeffaa3a45e52f6f12ce09a5bf8dcc3680c7b67 documents the change and config option introduction.
February 2025 — Tarantool replication and resilience improvements. Completed three critical changes in tarantool/tarantool: two bug fixes to replication behavior during recovery/bootstrap to ensure correctness and prevent backlog or orphan states, plus a refactor that introduces granular quorum control for replicaset connections. These changes reduce error surfaces in failure modes and improve data consistency across nodes. Result: more robust real-time replication, clearer failure semantics, and better test coverage. Business value: reduces downtime risk, prevents data backlog, and improves reliability for production deployments.
February 2025 — Tarantool replication and resilience improvements. Completed three critical changes in tarantool/tarantool: two bug fixes to replication behavior during recovery/bootstrap to ensure correctness and prevent backlog or orphan states, plus a refactor that introduces granular quorum control for replicaset connections. These changes reduce error surfaces in failure modes and improve data consistency across nodes. Result: more robust real-time replication, clearer failure semantics, and better test coverage. Business value: reduces downtime risk, prevents data backlog, and improves reliability for production deployments.
Concise monthly summary for 2025-01 focusing on key achievements in tarantool/tarantool.
Concise monthly summary for 2025-01 focusing on key achievements in tarantool/tarantool.
Month: 2024-11 — Focused on improving cluster safety and election integrity in tarantool/tarantool. Delivered a critical bug fix to prevent anonymous replicas from participating in elections or being promoted to leader, strengthening cluster safety and consistency. Impact: reduces risk of unconfigured nodes influencing leadership and ensures only properly configured replicas participate in leader elections.
Month: 2024-11 — Focused on improving cluster safety and election integrity in tarantool/tarantool. Delivered a critical bug fix to prevent anonymous replicas from participating in elections or being promoted to leader, strengthening cluster safety and consistency. Impact: reduces risk of unconfigured nodes influencing leadership and ensures only properly configured replicas participate in leader elections.
August 2024: Delivered IPROTO Protocol Robustness for tarantool/tarantool by implementing In-Flight Request Safeguards that track in-flight requests and ensure replication requests flush before processing. This reduces crash risk under high-concurrency scenarios and improves stability and reliability of the IPROTO protocol. The change is backed by commit 'iproto: make iproto resistant to misusage' (45f42c79f2be17d98ef557bdbfacf6426dbbdf29).
August 2024: Delivered IPROTO Protocol Robustness for tarantool/tarantool by implementing In-Flight Request Safeguards that track in-flight requests and ensure replication requests flush before processing. This reduces crash risk under high-concurrency scenarios and improves stability and reliability of the IPROTO protocol. The change is backed by commit 'iproto: make iproto resistant to misusage' (45f42c79f2be17d98ef557bdbfacf6426dbbdf29).

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