AI SearchArchitectural improvements for the optimization of a time series application (Record no. 7774)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02903nas a2200349 a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260817163207.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240223s2023 th u m tt 000 a eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b12420670 |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT ISPR CS no.23-01 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Hussain, Mufaddal Enayath |
| 245 10 - TITLE STATEMENT | |
| Title | Architectural improvements for the optimization of a time series application |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Pathum Thani, Thailand : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 48 leaves : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Internship Report ; |
| Volume/sequential designation | no. CS-23-01 |
| 500 ## - GENERAL NOTE | |
| General note | An Internship Study submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Computer Science |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Internship Report (M. Eng.) - Asian Institute of Technology, 2023 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This 6-month internship report highlights the journey of enhancing the architecture of the HOTS application. Commencing in February and concluding in August, the intern ship focused on a primary objective, addressing real-time data handling and optimiz ing data management for larger datasets. To achieve these goals, a streaming service with Apache Kafka was carefully designed and integrated into the HOTS application. Rigorous testing, important feature implementation like the schema registry and conflu ent control center and SSL encryption were integrated, and deployment on a dedicated server resulted in a robust Kafka architecture. Code optimization techniques, includ ing batch processing and improved memory management, were employed to overcome bottlenecks in HOTS. The outcomes showed promising results with significant improve ments in running time, RAM usage, and dataframe sizes. Participation in Smile{u2019}s LLM Hackathon provided valuable insights into real-world LLM applications. The internship fostered valuable experiences in Python development, streaming platform design, and the importance of code optimization. Overall, this report showcases the successful im plementation of architectural improvements for the HOTS application, contributing to a deeper understanding of software engineering and the importance of optimizing code for optimal performance. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Application software |
| General subdivision | Development |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chutiporn Anutariya, |
| Relator term | Chairperson |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chaklam Silpasuwanchai, |
| Relator term | Examination committee |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Rajapaksha, Praboda, |
| Relator term | Examination committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | AIT Scholarships, |
| Relator term | Scholarship Donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Internship Report ; |
| Volume/sequential designation | no. CS-23-01 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/Viewer/viewer.php?id=B20394">http://203.159.5.9/ait-thesis/Viewer/viewer.php?id=B20394</a> |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b12420670 |
| b | mnait |
| c | a |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) | |
| a | 260302 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Operator's initials, OID (RLIN) | 0 |
| Cataloger's initials, CIN (RLIN) | 240311 |
| First date, FD (RLIN) | m |
| -- | a |
| -- | a |
| -- | 0 |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 67-Electronic Resource |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : - |
| CREATED | CREATED : 2024-02-23 |
| RECORD Id | RECORD # : i13486767 |
| LPATRON | LPATRON : 0 |
| LCHKIN | LCHKIN : - |
| RENEWALS | # RENEWALS : 0 |
| -- | # OVERDUE : 0 |
| -- | IUSE3 : 0 |
| -- | TOT CHKOUT : 0 |
| -- | TOT RENEW : 0 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total checkouts | Full call number | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 17/08/2026 | AIT ISPR CS no.23-01 | 17/08/2026 | 17/08/2026 | 67-Electronic Resource |